Articles

Progress Powers Its Vision for ‘Generative CMS’ with Agentic RAG and a Legacy of Innovation

matt-garrepy

<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/dominik-angerer">Dominik Angerer</a> is the founder and CEO of Storyblok and a CMS Critic Contributor.<hr /> For decades, marketers have competed to secure a coveted page-one spot on the search results. But today that landscape has shifted. As AI-driven search experiences dominate, brand discovery is no longer about ranking for blue links; it’s about appearing in AI-generated answers.This shift is rewriting the rules of online strategy. Not too long ago, getting your website noticed revolved around a careful balance of keywords and backlinks. Now, to appear in AI-generated responses, brands need content that machines can interpret as easily as humans. The reality is that many are not prepared.The result? Traffic is declining. Zero-click answers are overshadowing genuine human expertise. Many brands are also finding outdated website content resurfacing inside AI-generated responses. The outcome is a loss of credibility and diminished ownership of their narrative long before a customer even reaches their site.This has led some experts to predict the so-called “death of the website,” envisioning an internet overrun by AI-generated content and bots, where quality information and genuine human interaction are all but extinct.The truth, however, isn’t nearly so grim. As we see it, AI isn’t killing websites; it’s exposing longstanding weaknesses in how organizations manage content. In this light, it should be seen not as an ending, but as a crucial turning point in terms of the way brands create and manage content online. <h3 id="relevance-before-rankings">Relevance before rankings</h3>Previously, brands could get away with a content ecosystem that was outdated and internally inconsistent. Take a look at any one site, and chances are you’re guaranteed to find some old news releases or dusty product specs. But while humans might overlook a stale blog post from 2018 or incorrect pricing buried three levels deep, AI systems do not. Algorithms now crawl and compare information at a scale and speed no person can match. They evaluate how current your content is, whether your messaging stays consistent across pages and channels, and how authoritative your knowledge base looks against competitors. In other words, AI is no longer just reading what you publish – it is judging whether your entire digital presence adds up.Generative Experience Optimization (GEO) is the roadmap for this new landscape. At its core, GEO is about ensuring that content is relevant, coherent, and authoritative so that AI can accurately interpret and surface it. For marketers, this translates into designing content that prioritizes clarity, consistency, and authority: clear language, cohesive messaging, and demonstrable expertise that generative AI can reliably recognize and elevate in its responses.Crucially, GEO also shifts the focus from individual pages to the overall logic of your digital estate. It asks whether every touchpoint, including product pages, help centres, blogs, and social media copy, tells the same story and uses the same definitions. When that ecosystem hangs together, AI systems can more easily map questions to your answers, quote you as a primary source, and elevate your brand in aggregated, AI-generated experiences.<h3 id="legacy-limitations--">Legacy limitations  </h3>This shift, in turn, is placing a sharpened focus on content governance. Across many organizations, individual channels still operate in isolation. Web teams publish one thing, marketing says another, or brand information is fragmented. AI interprets this inconsistency as a lack of authority and reduces trust accordingly. All of this is compounded by legacy CMS systems that were never designed for the dynamic, multi-channel, AI-driven environment we now inhabit, making timely updates slow and consistency nearly impossible.To remain visible and trusted in this new discovery environment, brands need content systems that are flexibly structured and built for speed. This makes the case for composable, API-driven architectures – technology stacks made from interchangeable, best-in-class components rather than rigid, all-in-one systems – even more compelling. This is because composable CMS platforms allow marketers to update information once and distribute it everywhere, ensuring that every channel, region, and touchpoint reflects the same up-to-date source of truth. They also encourage more thoughtful content modelling and governance, which is essential for maintaining accuracy and coherence across increasingly complex digital ecosystems. What’s great, too, is that a composable stack makes it easy to introduce new tools, such as personalization engines, automation layers, AI assistants, or creative workflows, without disrupting the entire system. This granular level of flexibility gives marketing teams the agility they need to operate confidently in an AI-first discovery landscape, where freshness, structure, and adaptability determine relevance.<h3 id="evolve-or-risk-extinction">Evolve or risk extinction</h3>Ultimately, the internet isn’t going anywhere. Take a closer look, and you’ll likely find that smartphones, apps, and social media platforms are doing better than ever. What is changing though is the way people access and interpret information, as the rise of AI causes brands to rethink how they structure, maintain, and distribute content. Those that adapt and seize the opportunity to reclaim control of the narrative will find that the web isn’t dying at all; it’s simply evolving into something more dynamic, more decentralized, and more dependent on the quality and consistency of the content that fuels it. Those that fail to evolve risk being defined by outdated information circulating through systems they can no longer influence. <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

AI didn't kill the website: it exposed how broken it was

dominik-angerer

<hr /> When <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/umbraco">Umbraco’s</a> community talks, its HQ listens – and <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/bolette-kern-2436ab57/">Bolette Kern</a> helps turn those transactions into action. As Senior Product Manager for the legendary open source vendor, Bolette is at the front line with users, embodying what makes Umbraco “The Friendly CMS.” In fact, when news broke that <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/umbraco-17-lts-release/">Umbraco 17</a> was being released last week, she joined me for a call from a partner summit. She’s busy. And rightly so. Umbraco has been blazing trails recently, going back to this year’s <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/sowing-the-seeds-of-love-umbracos-codegarden-2025-celebrates-20-years-of-community-and-innovation">CodeGarden event</a> – where everything from a <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/unveiling-umbraco-mcp-server/">new MCP server</a> to orchestration features via <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/products/umbraco-compose/">Umbraco Compose</a> were unveiled.But one of the jewels in the crown has been the hotly anticipated, long-term supported (LTS) version 17 of Umbraco, which Bolette calls a “major and milestone release.” As she noted, it follows the predictable six-month cadence for releases. But it’s also the realization of a two-year journey that began with its new backoffice architecture in Umbraco 14. Now, all of the pieces have aligned in this latest LTS, including a mature backoffice experience, a modernized content platform, and a concurrent ecosystem – from extension APIs to package compatibility. As Bolette said, this LTS version is an ideal fit for agencies and organizations craving stability, longevity, and growth. Making the move will give developers a host of new capabilities and essential updates, which is what makes this leap so critical.“It's really important that we have people moving forward with us on this new LTS, because we’ve introduced quite a lot of necessary changes in 14,” she said. “Going from 13 up to 17, we have a job of making sure that people are joining us on this journey into a more modern platform that also supports what Umbraco is best at, which is being the most extendable and ‘Friendly CMS’ that's out there.”While Umbraco sees this LTS as evolutionary, it still reflects the core pillars of freedom and flexibility, allowing developers to work with their preferred technologies and frameworks to build and customize their digital experiences. It’s the embodiment of a truly composable posture, allowing its community to build in almost any direction.One of the big benefits of this LTS is the glide path to upgrade, and how Umbraco has reduced the friction associated with the move. “Organizations that have built projects on Umbraco 13, our previous LTS version, will have a direct upgrade path to Umbraco 17,” Bolette said. Customers upgrading to Umbraco 17 LTS will also benefit from its new backoffice architecture, extensibility, security, headless capabilities, scalability, and performance enhancements brought into the core CMS over the past two years.Part of the impetus for upgrading is having a future-proofed foundation. As Bolette pointed out, the underlying <a target="_blank" rel="noopener noreferrer" href="https://learn.microsoft.com/en-us/dotnet/core/whats-new/dotnet-10/overview">.NET 10</a> is also an LTS version of Microsoft’s software. As such, customers will be on the latest .NET version – ensuring that any optimizations and improvements at the Microsoft layer are also reflected in Umbraco 17. “Both are LTS versions, which means that your Umbraco 17 projects will be future-proofed for at least three years,” she stated.One really great attribute worth elevating: Umbraco has been focused on delivering an accessible backoffice throughout 2025, engaging with an accessibility consultant to review and improve its editor-facing workflows against <a target="_blank" rel="noopener noreferrer" href="https://www.w3.org/WAI/">WCAG standards.</a> According to Bolette, most issues flagged in the audit have been remediated in 17, or are targeted for 17.1.<h3 id="what’s-new-in-umbraco-17">What’s new in Umbraco 17</h3>Overall, there’s a lot. And if you’re up for a deeper technical review of repository caching or system date migration, I suggest reviewing this <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/release-candidate-umbraco-17/">Release Candidate blog post</a>. It’s a fantastic granular accounting of everything, from small upgrades to big features. Here's a video segment that unpacks the biggest improvements in Umbraco 17, featuring <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/lottepitcher/">Lotte Pitcher,</a> Head of Developer Relations, <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/niels-lyngs%C3%B8-01b159272/">Niels Lyngsø,</a> Technical Product Manager, and Senior Developers on the CMS team – <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/laura-neto/">Laura Neto</a> and Nikolaj E. Lauridsen: <figure class="media"><div data-oembed-url="https://youtu.be/EfC9jWUaIXk"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/EfC9jWUaIXk" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> What really stands out in Umbraco 17 is the introduction of comprehensive backoffice load balancing and enhanced search functionality. While both features will appeal to a range of use cases, they further reflect Umbraco’s tacit focus on growing its enterprise portfolio, especially in the addressable North American market. As Bolette explained, many of the new features in Umbraco 17 are tailored to enterprises, offering advanced capabilities that are fit for large-scale organizations and global teams.“There’s wind in the sails for moving upmarket right now,” she said. “So everything we do, including some of the features that we’re introducing in Umbraco 17, is catering to the more enterprise-scale projects. For example, load balancing in the backoffice really caters to projects that have 100-plus editors.” <h4 id="backoffice-load-balancing">Backoffice Load Balancing</h4>Without question, the ability to <a target="_blank" rel="noopener noreferrer" href="https://docs.umbraco.com/umbraco-cms/fundamentals/setup/server-setup/load-balancing">load balance the backoffice</a> in Umbraco is a major step forward – and a big win for enterprise workloads. Previously, only a public-facing website could run across multiple servers, while the backoffice was restricted to a single machine. This killed performance for larger teams that swarmed one server for all content creation and media management, severely impacting scalability and resilience.Now, with Umbraco 17, you have one unified application that can scale horizontally to meet your needs. Effectively, your entire backoffice can run across multiple servers – just like a front-end website. This gives content teams greater confidence over performance, improved resilience by eliminating a single point of failure, and a simpler infrastructure to worry about.Load balancing provides the elasticity that enterprises rely on for performance, particularly in high-volume editorial workflows. The benefit to large, distributed teams and organizations is clear, hence why <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/filip-larsen">Umbraco CTO Filip Bech Larsen</a> called it a “game-changer for enterprises” that have multiple content editors working on their website at the same time. <h4 id="enhanced-search">Enhanced Search</h4>Semantic search is driving a large share of the customer engagement across digital experiences. By some accounts, as much as <a target="_blank" rel="noopener noreferrer" href="https://www.coveo.com/blog/what-is-site-search/">43% of website visitors opt for the site search</a>, with a clear preference for natural language.Umbraco’s enhanced search is helping to meet this demand. The feature arose from digital agency partners who were tasked with adding semantic search to customer sites. Obviously, there are numerous tools across the market that provide site search, and with Umbraco 17, you can plug in abstractions that deliver those capabilities via your preferred search provider. <h4 id="mcp,-cloud,-and-more">MCP, Cloud, and more</h4>I already alluded to the additional granular features of the updated backoffice, specifically as it relates to the new load balancing capability. On top of that, the Umbraco 17 LTS also benefits from a <a target="_blank" rel="noopener noreferrer" href="https://learn.microsoft.com/en-us/aspnet/core/performance/caching/hybrid?view=aspnetcore-10.0">HybridCache feature</a> that optimizes content loading and multi-site support features introduced in Umbraco 15. Further reflecting the enterprise focus, there are Block Level Variations that enable global organizations to make local language content changes while maintaining their core brand standards with consistency. There’s also role-based permissioning that’s accessible via the Client Credentials feature.Another big change worth noting is the replacement of <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/tinymce">TinyMCE</a> with a new open-source rich text editor, <a target="_blank" rel="noopener noreferrer" href="https://tiptap.dev/product/editor">TipTap</a>. The transition is designed to improve not only the content editing experience, but also handle license compliance out of the box. <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/tinymce-releases-2025-state-of-rich-text-editors-report-and-cms-use-cases-are-fading-why-it-matters">I recently wrote</a> about how CMS use cases for RTEs are diminishing, and open source options like this do offer clear advantages.I mentioned MCP earlier, but it’s a vital part of the growing agentic strategy for Umbraco. The final version of the <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/umbraco-cms-developer-mcp-for-umbraco-16/">Developer MCP is live,</a> which delivers full API parity with Umbraco’s Management API and a host of refinements. While the Developer MCP is largely designed for technical folks, forthcoming capabilities will be focused on weaving AI across everyday editorial workflows. This includes enhancements like Tools Collections, an Editor MCP, and more.With the rebrand of uMarketing Suite complete, 17 now aligns its backoffice experience with <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/introducing-umbraco-engage/">Umbraco Engage,</a> which introduces Deploy support – making it easier to transfer configs like segments, personas, and more while maintaining analytics data in each environment. Umbraco 17 is also available on <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/products/umbraco-cloud/">Umbraco Cloud</a> immediately and provides some key enhancements for enterprises. This includes a Custom Identity Provider support for the Cloud Portal that centralizes authentication and daily bandwidth insights to improve operational visibility and capacity planning.<h3 id="maintaining-openness">Maintaining openness</h3>Umbraco 17 might be a technical evolution, but the company hasn’t changed its fierce commitment to community. Maintaining engagement and supporting open source contributions remain at the heart of Umbraco’s strategy, which firmly roots the trust that users and enterprises rely on. I asked Bolette how the changes in this latest version – or any version for that matter – are telegraphed with the community to build consensus and adoption. “I think it really comes down to being very honest and transparent about what it is that we see as the key benefits,” she said. “When we say we’re the most friendly and most extensible CMS, that’s really true to the bone. Being very transparent about what we do is helping us along the way to get this message out.”The last few years have seen solid growth and expansion for Umbraco. As it looks ahead, partnerships will be a critical ingredient in the recipe for success. As such, the company is focused on reinforcing its relationships to fuel innovation and opportunities.“It’s really been such a great experience seeing how this started in the community,” Bolette said. “Now, we’re sitting in conversations with partners that are building things on top of MCP, and they’re just so proud of showing off what they have built. Having that super close connection to what our ecosystem and what our partners and the community are doing is key.”Like all software, CMS platforms are in a constant state of improvement. What makes Umbraco different is its open source community and the ideation and innovation it brings to the evolutionary track. The resulting DNA offers stronger bonds, passing down the best traits of human thinking, connection, and inspiration – even as technology continues to change. With Umbraco, you're not just leveraging a product or an LTS. You're investing in the people behind it. And that core of community is one of its greatest assets. You can get more details on <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/blog/umbraco-17-lts-release/">Umbraco 17 here.</a>  <hr /><h4 style="text-align:center" id="looking-for-more-guidance-on-umbraco?-talk-to-an-expert.">Looking for more guidance on Umbraco? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Umbraco 17 Energizes Digital Experiences with Enterprise Load Balancing, Enhanced Search, and More

TinyMCE releases 2025 ‘State of Rich Text Editors’ report, and CMS use cases are fading. Why it matters

Forrester DXP Wave 2025: Welcome to 'The Agent Hunger Games.’ Are the odds in your favor?

<hr /> There’s a SCORM brewing, and a hard rain a-fallin’. While we do cover Learning Management Systems (LMS), we don’t talk as much about the content types or operations, which can be anything across the courseware category. Think of training modules that an enterprise might produce for its products, or videos for its “Day One” employee onboarding. Teams still need to create, edit, and publish this content with centralized control.But those modules often need to be shared across systems and platforms – and that’s where <a target="_blank" rel="noopener noreferrer" href="https://scorm.com/scorm-explained/one-minute-scorm-overview/">SCORM</a> comes in. And if you’re like most folks outside the confines of the learning and training fields, it’s a bit of an enigma.The acronym stands for Shareable Content Object Reference Model, and it’s effectively a set of technical standards that allows online or website learning content – as well as LMSes – to communicate with each other. It helps govern things like tracking a learner's progress, completion status, and scores.Before SCORM, content created for one LMS or website module might not work on another. It’s like the USB standard for hardware, ensuring that eLearning courses are portable, trackable, and compatible across different platforms, allowing you to create a course once and use it on any SCORM-compliant system. They’re typically packaged up as a ZIP file that can be uploaded to and tracked, which is essential for modern online training. But what about translating this content? Localizing for different markets? To put it lightly, it’s been a complex and manual process. Learning and development teams have to balance spreadsheets, vendors, and separate workflows for each asset. This approach slows the delivery of essential training, stymying go-to-market readiness. Now, you can find shelter from the SCORM, courtesy of <a target="_blank" rel="noopener noreferrer" href="https://www.smartcat.com/ai-agents/elearning-software/">Smartcat</a> – a leading AI platform for global content creation, localization, and automation that serves hundreds of global companies, including a quarter of the Fortune 1000. The company recently unveiled its new Learning Content Agent, which unifies all translation tools and workflows into a single platform, handling all assets with one workflow and zero manual effort. With the Learning Content Agent, L&amp;D teams can translate every asset within a course – including text, images, videos, and documents – in a single, automated process. This allows global enterprises to deliver high-quality, multilingual training faster and at a greater scale than ever before. The agent handles every course asset, from text and images to video and audio, in over 280 languages, with quality assurance available from Smartcat's marketplace of 500,000 professional linguists. <figure class="image image-style-align-center image_resized" style="width:69.36%"><img src="https://cmscritic.com/ms-content/uploads/2025/11/smartcat-screenshot.jpg" /></figure>Source: Smartcat website Smartcat’s new agent is the first solution on the market to automate every step involved in SCORM translation. The game-changer is its ability to translate and rebuild courses without the original project, unlocking years of legacy content that was previously impossible to update. <h3 id="complementing-lms-with-cms-and-dxp-translations">Complementing LMS with CMS and DXP translations</h3>Along with its learning content solutions, Smartcat offers a broader agentic platform, which features specialized AI agents that automate complex enterprise workflows across learning, marketing, and content operations. They also sport solutions for document, image, software, PDF, website, and media translation. According to <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/claireafoster/">Claire Foster</a>, Director of Content and Product Marketing at Smartcat, the Learning Content Agent now expands their capabilities, bringing powerful new functionality to Smartcat’s enterprise AI platform.“SCORM packages are notoriously complex, combining multiple file types like images, documents, and text that have traditionally required individual localization,” she said. “The Learning Content Agent now automates this process end-to-end in one simple flow, producing fully translated, LMS-ready packages.”Clair also shared how this is complemented by Smartcat’s <a target="_blank" rel="noopener noreferrer" href="https://www.smartcat.com/website-translator/">Website Translation Agent</a> by integrating with CMS and DXP environments to translate and update website content as part of a holistic learning strategy. Within many organizations, content teams that need to localize websites containing text, documents, and media face similar issues as learning teams managing SCORM files. They can leverage a similar workflow through Smartcat’s broader platform, which connects its agents across learning, marketing, and content operations. “Smartcat’s Website Translation Agent integrates with CMS and DXP environments to translate and update website content in multiple languages while preserving formatting and brand consistency,” she explained. “Together, they allow teams to maintain consistent terminology, style, and brand elements across training materials, websites, and other digital experiences. This integrated workflow makes it easier for organizations to manage multilingual content at scale while keeping learning and marketing content aligned.”<h3 id="powering-content-ops-for-learning-and-development-teams">Powering content ops for learning and development teams</h3>Smartcat’s Learning Content Agent delivers a comprehensive suite of features designed for global enterprise L&amp;D needs. This includes full SCORM automation, where you can extract, translate, review, and rebuild all assets within a SCORM package for direct publishing into any LMS.To simplify course management, L&amp;D practitioners no longer need to juggle multiple files for each language. The agent achieves this by exporting a single, multilingual SCORM package that contains all languages, ready for direct upload to any Learning Management System (LMS). Ongoing updates are also simplified; a single change in the source language is automatically synced across all translated versions.As previously stated, you can revive legacy content, allowing you to localize SCORM files without having to locate the original source files or access the source authoring tool. This enables in-context review and repackaging without being harangued by the legacy source.Smartcat also provides AI‑Powered quality and human expertise to help ensure consistent, compliant translations across all languages using glossaries, translation memory, and domain‑tuned AI, all enhanced by in‑context review and access to professional linguists. This is a key advantage when it comes to delivering trusted translations.Finally, Smartcat makes it easy with its multilingual packages and seamless updates. You can export a single multilingual file for all languages and automatically sync updates across all versions, making the whole process effortless. "Global enterprises can no longer afford to have employee expertise siloed by language. Our Learning Content Agent addresses this directly by transforming SCORM localization from a complex operational cost into a driver of business growth,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/fgottlob/">Falk Gottlob</a>, Chief Product Officer at Smartcat. “By automating the entire workflow, Smartcat enables global teams to accelerate time-to-competency, ensuring every member can perform at their best, from day one." <h3 id="pricing">Pricing</h3>Smartcat offers plans for organizations and agencies with different features. Both provide Basic and Enterprise tiers, with prices starting at $1,200/year for individual users and small teams. Jump up to Enterprise for global teams – where you start with six agents – and you’ll need to call for custom pricing. There are some nice granular benefits on the agency side of the ledger for multi-lingual content generation, AI human workflows, procurement capabilities, and API access. Definitely worth a tour as part of a demo to see how these features might suit your agency model for services across areas like marketing, e-commerce, and more. <h3 id="the-verdict">The verdict</h3>Smartcat is a great platform for turning content in any format into any language, from docs to video to complex websites and software. This makes it super extensible – and given its core agentic capabilities, it’s providing a solid platform for simplifying what used to be incredibly complicated processes for corporate teams that crave control, accuracy, and governance.To that end, Smartcat’s new Learning Content Agent is further evidence of its mission to streamline the complex topology of managing SCORM translations. Combined with its Website Translation Agent, L&amp;D teams can facilitate the translation of their learning content across all facets of their operations, from LMSes to website pages – all through one agentic resource.  According to Smartcat, its Learning Content Agent is already delivering solid results relative to speed and cost. Companies like <a target="_blank" rel="noopener noreferrer" href="https://www.smith-nephew.com/en/">Smith+Nephew</a> are using it to achieve 4X faster translation turnaround time for their highly regulated medical content, shrinking the SLA-mandated localization workflow from ten days to just two. Pretty impressive.Reliable translation is essential for global brands, and in a multi-channel world, Smartcat is making it easier and more predictable to deliver with precision while maintaining control and governance. You can check out Smartcat’s Learning Content Agent by requesting a demo, or you can <a target="_blank" rel="noopener noreferrer" href="https://www.smartcat.com/l/scorm-translation/">learn more here.</a> <hr /><h4 style="text-align:center" id="looking-for-more-guidance-on-smartcat?-talk-to-an-expert.">Looking for more guidance on Smartcat? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</a> <img style="width:29.08%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761594434824.png" /><h4 id="typo3-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">TYPO3 Conference 2025</a></h4>November 25–27, 2025 – Düsseldorf, GermanyT3CON is the premier annual event for web professionals, developers, marketers, and decision-makers. Much more than just a TYPO3-focused conference, T3CON spotlights the latest trends, innovations, and leaders shaping the future of content management, covering everything from grassroots initiatives to new technologies, strategies, and success stories. The event is designed to empower businesses and organizations with the knowledge and tools they need to thrive in the evolving digital landscape. The conference culminates in an awards ceremony celebrating the best TYPO3 projects across various industries. <a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">Get your ticket.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Cat got your tongue? Not with Smartcat’s AI Agent for SCORM multilingual course translation

<hr /> Well, it happened. I’ve been predicting a move like this for a while, although I thought it might be an up-and-comer like <a target="_blank" rel="noopener noreferrer" href="https://www.conductor.com/">Conductor</a> or even a niche startup like <a target="_blank" rel="noopener noreferrer" href="https://otterly.ai/">Otterly.ai</a> elsewhere in the stack.  But then again, it’s <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/adobe-experience-manager">Adobe</a>. And when they go, they go big.And that’s what they’re doing with the <a target="_blank" rel="noopener noreferrer" href="https://news.adobe.com/news/2025/11/adobe-to-acquire-semrush">acquisition of Semrush,</a> a stalwart of modern martech and one of the “must-have” tools for search engine optimization over the last decade. Adobe just announced that it will purchase Semrush for the tidy sum of $1.9 billion in an all-cash transaction for $12 per share.The deal is said to close in the first half of 2026, pending regulatory and shareholder approvals. It should be “smoother” sailing, despite the pothole in the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/whats-under-the-fig-leaf-the-naked-truth-about-the-figma-ipo-and-the-markets-appetite-for-tech">rearview that is Figma</a>. Semrush is, comparatively, a tame acquisition that’s almost 20 times less breathtaking than that debacle. No doubt, Adobe is posturing to expand its leadership in the realm of marketing intelligence and the concentration on Generative Search Optimization (GEO) and Answer Engine Optimization (AEO). As competitors like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/optimizely">Optimizely</a> position themselves as <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/welcome-to-the-geo-ready-cms-optimizely-adds-new-features-to-enhance-ai-powered-search">“GEO-ready” platforms</a>, the race is on to give brands more comprehensive tools that address the shift towards AI search discovery.Despite this focus on marketing-centric tools that address the pressures of AI, Adobe lives beyond a single category like DXP or CMP, evolving its value to that of customer experience orchestration in the agentic AI era – and pointing its collective powers at the complete content supply chain, customer engagement, and brand visibility.It's doing all of this with its suite of industry-leading products like the ubiquitous <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/adobe-experience-manager">Adobe Experience Manager (AEM),</a> its unified <a target="_blank" rel="noopener noreferrer" href="https://business.adobe.com/products/adobe-analytics.html">Adobe Analytics</a> suite, and the recently launched <a target="_blank" rel="noopener noreferrer" href="https://business.adobe.com/products/brand-concierge.html">Adobe Brand Concierge</a> for creating interactive, AI-powered conversational journeys.Adding Semrush to this puzzle brings the picture into sharp relief, giving marketers a holistic view of how their brands appear across the new frontier of LLMs, as well as owned channels, legacy search, and the broader web. It also gives them more control over managing their visibility across the entire ecosystem. “Brand visibility is being reshaped by generative AI, and brands that don’t embrace this new opportunity risk losing relevance and revenue,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/achakravarthy/">Anil Chakravarthy,</a> president of Adobe’s Digital Experience Business. “With Semrush, we’re unlocking GEO for marketers as a new growth channel alongside their SEO, driving more visibility, customer engagement and conversions across the ecosystem.”<h3 id="cmos-need-better-tools-to-master-ai-search">CMOs need better tools to master AI search</h3>The Chief Marketing Officer’s job has always been a little cursed. Often a revolving door of talent that lives and dies by the numbers, it has recently grown a bigger backbone when it comes to strategic performance. What's at stake? Pretty much everything. Enterprises are relying on marketing to deliver the goods at a breakneck pace. Meanwhile, CMOs are expected to make sense out of metric tons of data from a wide range of sources and tools – and make actionable decisions that drive growth. It's a tough racket, and forget the fact that a CMO's marketing team is also being challenged by cognitive overload. While brand equity and visibility are key, CMOs face a reckoning with results. According to a report from NIQ, <a target="_blank" rel="noopener noreferrer" href="https://www.businesswire.com/news/home/20251118947080/en/CMOs-Face-a-Reputation-and-Results-Reckoning-According-to-NIQs-2026-Outlook">84% of CMOs now prioritize ROI</a> as their primary metric for budget allocation, signaling pressure to drive short-term conversion over long-term brand growth.And driving those conversions is search. <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/google-cloud-platform">Google</a> still crushes AI answer engines like <a target="_blank" rel="noopener noreferrer" href="https://chatgpt.com/">ChatGPT</a> and <a target="_blank" rel="noopener noreferrer" href="https://www.perplexity.ai/">Perplexity</a>, maintaining roughly 90% of the global search market share. Google’s traffic has continued to increase into 2025 due in part to its new <a target="_blank" rel="noopener noreferrer" href="https://gemini.google/overview/">Gemini-powered AI Overviews</a> and <a target="_blank" rel="noopener noreferrer" href="https://search.google/ways-to-search/ai-mode/">AI Mode</a> features.But the landscape is starting to shift. ChatGPT’s adoption has been downright mindboggling, reaching 100 million users within two months of launch, making it the fastest-growing consumer app ever. By late 2024, it was reportedly logging around 1 billion interactions per day. By one account, it could <a target="_blank" rel="noopener noreferrer" href="https://ttms.com/llm-powered-search-vs-traditional-search-2025-2030-forecast/">surpass Google by 2028,</a> and new data from <a target="_blank" rel="noopener noreferrer" href="https://business.adobe.com/blog/adi-october-2025-holiday-shopping-actuals">Adobe Analytics</a> showed that traffic from generative AI sources to U.S. retail sites increased by 1,200% year-over-year in October.As consumers increasingly turn to answer engines for information, recommendations, and purchase decisions, CMOs need tools that address generative AI platforms so they can enhance their visibility across these new customer interfaces and drive conversions. Organizations that invest in GEO – alongside their SEO capabilities – are poised to keep their brands well-represented, more easily discovered, and trusted across owned and earned channels.<h3 id="a-legacy-of-seo-innovation-with-a-new-focus-on-geo">A legacy of SEO innovation with a new focus on GEO</h3>Semrush is the gold standard in SEO. It provides a deep cache of rich information, from competitive insights to keyword research to campaign planning. It’s also incredibly intuitive and accessible, with many third-party platforms surfacing Semrush data in their analytics dashboards. For more than ten years, Semrush has armed marketers with “traditional” search engine optimization capabilities. But its recent gains in the development of GEO capabilities – specifically with its <a target="_blank" rel="noopener noreferrer" href="https://www.semrush.com/ai-seo/">AI Visibility Toolkit</a> – are helping brands enhance visibility, expand audience reach, and remain discoverable in AI search. The good news for marketers is that the core principles of SEO also apply to GEO. Translation: They work together, and you don’t need to abandon your SEO strategy to build your presence across the AI engines. AI assistants provide helpful and (hopefully) accurate information to users, and they pull that information from the same internet your SEO-focused content lives on. Generally speaking, the more your brand is associated with the topics you want to focus on, the more likely it is to be referenced in an AI-generated answer.The combination of Adobe and Semrush could be a catalyst for even greater insight across both the SEO and GEO channels. Marketers need both, and Adobe's consolidation will likely benefit both competencies. “Adobe is an industry leader in helping marketers create personalized customer experiences at scale. With the advent of LLMs and AI-driven search, brands need to understand where and how their customers are engaging in these new channels,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/williamrwagner/">Bill Wagner,</a> chief executive officer of Semrush. “This combination provides marketers more insights and capabilities to increase their discoverability across today’s evolving digital landscape.”From a performance standpoint, Semrush has been bringing the rain. <a target="_blank" rel="noopener noreferrer" href="https://increv.co/academy/semrush-users/">As of last year,</a> it boasted nearly 1.2 million users with annual revenue of over $300 million. In its most recent quarter, it drove 33% year-over-year ARR growth in its enterprise customer segment, earning the trust of industry leaders like Amazon, JPMorganChase, and TikTok.It’s worth noting that Semrush does have a large cohort of free-tier users (by one estimate, it represents as much as 90% of its base). This speaks to the company’s commitment to deliver value while building a strong SaaS pipeline to future paid users. Will Adobe maintain that? Only time will tell, but it’s a great example of a “Big Give” that works.<h3 id="the-verdict">The verdict</h3>GEO is becoming a crucial objective for brands and their marketing teams. This is a non-negotiable requirement of their modern tooling, and will inform the decision-making as they assess technologies to light these dark alleyways in their marketing intelligence.  Semrush and its peers might be innovating on the edge, but we’re still in catch-up mode. Every day could be another <a target="_blank" rel="noopener noreferrer" href="https://greylock.com/greymatter/the-deepseek-moment/">DeepSeek moment</a> of change, threatening to send practitioners back into a well of shadows when it comes to LLM behaviors. As such, having the scale and skunkworks that Adobe provides could inject more value into the GEO roadmap, giving enterprises greater confidence around the futureproofing.This isn't “guesttimation” for me. I’ve personally relied on Semrush for years to analyze competitors, test longtail keywords, identify and root out toxic backlinks, and more. It’s a fantastic tool, and that’s why I think this is a smart move. Semrush is a solid, long-standing brand that’s built deep trust with its community, and that brand loyalty could benefit the transition to Adobe – a shift that hasn’t always been easy on cultures or communities.Is it worth the bucks? As far as the tendered deal is concerned, the math around multiples appears sound and reflects what we’re seeing elsewhere (early to say if it’s a steal or a deal). While the numbers aren’t as mammoth, 2025 has been a solid year for M&amp;A, tracking a <a target="_blank" rel="noopener noreferrer" href="https://www.reuters.com/business/global-ma-activity-up-10-first-nine-months-2025-study-shows-2025-10-28/">10% increase in overall activity</a> in the first nine months of the year. A lot of that has been led by tech and specifically AI-related acquisitions, but the martech realm has been active, starting with the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contentstack-just-acquired-lytics-a-real-time-customer-data-platform-heres-why-it-matters">purchase of the Lytics CDP</a> by <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentstack">Contentstack</a> in January of this year.Competitive pressure is a clear driver. As players like Optimizely and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/sitecore">Sitecore</a> expand their agentic AI features and evolve what a complete martech stack looks like, GEO capabilities are becoming front and center. And as the research indicates, conversions are going to be the key metric for ROI – and AI search is becoming a bigger piece of the integrated pie. What’s next? A lot. With the introduction of <a target="_blank" rel="noopener noreferrer" href="https://openai.com/index/buy-it-in-chatgpt/">ChatGPT’s Agentic Commerce Protocol,</a> we’re now seeing the potential for more retail transactions shifting to LLMs – creating even greater urgency for brands to elevate their presence across these channels. As we look ahead to the agent-to-agent frontier powered by <a target="_blank" rel="noopener noreferrer" href="https://modelcontextprotocol.io/docs/getting-started/intro">MCP,</a> it’s fair to predict that these buying motions will be faster and increasingly automated.Look, there’s more here than just broadening the scope of Adobe’s marketing intelligence. It’s a signal that the race is on to shape the customer experience within the generative AI horizon – and giving marketers the best tools to meet the moment.Enterprises want composable solutions that offer adjacent integrations but include purpose-built features to help them address the immediate challenges of the AI era. And they can’t wait for tomorrow – they have to act today. That’s what Adobe is delivering: the promise of speed and scale for an agentic world.Can you feel the rush? <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</a> <img style="width:29.08%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761594434824.png" /><h4 id="typo3-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">TYPO3 Conference 2025</a></h4>November 25–27, 2025 – Düsseldorf, GermanyT3CON is the premier annual event for web professionals, developers, marketers, and decision-makers. Much more than just a TYPO3-focused conference, T3CON spotlights the latest trends, innovations, and leaders shaping the future of content management, covering everything from grassroots initiatives to new technologies, strategies, and success stories. The event is designed to empower businesses and organizations with the knowledge and tools they need to thrive in the evolving digital landscape. The conference culminates in an awards ceremony celebrating the best TYPO3 projects across various industries. <a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">Get your ticket.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Feel the GEO Rush: Adobe to Acquire Semrush for $1.9B to Enhance AI Search

Combatting Composable Regret in 2026

filip-larsen

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<hr /> Feedback is the lifeblood of product optimization. Without it, we’re trapped in an echo chamber, tossing ideas at the wall and hoping the right stuff sticks.Of course, there are many ways now to collect feedback in 2025. Too many? Maybe. I’ll let you decide. The more important measure is just how much customer data we’re collecting across a myriad of channels – and it’s in tonnage territory. One might think that more is better, but it’s the firehose dilemma. Try drinking before you drown. Along with the sheer amount of it, brands are having to stitch together fragmented feedback components from siloed or disconnected tools – and there hasn’t been a unified way to analyze everything and extract meaningful insights. There’s a lot at stake. Without good feedback to optimize on, your products and customer experiences will suffer. In fact, according to <a target="_blank" rel="noopener noreferrer" href="https://www.pwc.com/us/en/services/consulting/library/consumer-intelligence-series/future-of-customer-experience.html">PwC</a>, 32% of customers stop doing business with a brand after just one bad experience.<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/amplitude">Amplitude</a> has its own feedback to the feedback conundrum, and – you guessed it – it’s relying on AI to cut through the noise. Last week, the digital analytics leader unveiled its new <a target="_blank" rel="noopener noreferrer" href="http://amplitude.com/ai-feedback">AI Feedback</a> service. They’re billing it as the industry’s first customer feedback engine with a proprietary LLM process that automatically turns raw input into prioritized, actionable insights.AI Feedback is the culmination of <a target="_blank" rel="noopener noreferrer" href="https://amplitude.com/press/amplitude-acquires-kraftful">Amplitude’s July acquisition of Kraftful</a>, a rapidly growing AI platform that delivered insights from reviews, surveys, support tickets, and more – all analyzed in minutes. Kraftful boasted patent-pending, hallucination-free output, transforming feedback into a trusted resource for Google, Kayak, Netflix, and other global brands.Given Amplitude’s focus on product analytics, this was a sage move. Now, this added AI muscle could give Amplitude customers a more robust picture that’s augmented by the other features in its broader ecosystem.It's worth noting that Kraftful’s founder and CEO, <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/ywelinder/">Yana Welinder</a>, is now Head of AI at Amplitude, bringing an astute Harvard legal background and a stint at Y Combinator to the mix. Her impressive run put Kraftful on the map, and made it an attractive target as part of Amplitude’s push to deliver a native Voice of Customer feature set with automated insights and personalization (fitting snugly with its breadth of existing tools). Yana has a great feed on what customers are looking for and how AI unlocks it, so adding her leadership skills to the innovation engine within Amplitude is also a solid win. Kraftful’s proprietary LLM technology was purpose-built for product teams, so it complements Amplitude’s own AI roadmap and target user focus. “The hardest part of building great products isn’t writing code,” Yana said. “It’s hearing what customers are saying across thousands of sales calls, reviews, and support tickets. AI Feedback provides clarity into what customers really want – all in one place.”Here she is, talking about AI Feedback: <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=x_nPbObb_Vo"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/x_nPbObb_Vo" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure><h3 id="enhancing-feedback-with-amplitude">Enhancing feedback with Amplitude</h3>As I mentioned, the secret sauce to AI Feedback could be its pairing with Amplitude’s <a target="_blank" rel="noopener noreferrer" href="https://amplitude.com/web-analytics">Analytics</a>, <a target="_blank" rel="noopener noreferrer" href="https://amplitude.com/session-replay">Session Replay</a>, and <a target="_blank" rel="noopener noreferrer" href="https://amplitude.com/guides-and-surveys">Guides &amp; Surveys</a>. As part of a cohesive, unified platform, the scope of these capabilities will now enable brands to instantly access customer input, cut through to what matters most, and make it all actionable. By integrating Kraftful’s capabilities, Amplitude is combining the power of quantitative user behavioral data with qualitative user feedback. For example, you won’t just see users dropping off at checkout – you’ll be able to watch session replays, hear their own words describing problems or frustrations, run experiments to apply fixes, and send targeted surveys to see if the problem is resolved – all in a single platform. That last point is key. As we've been saying with other tools and platforms, marketers are experiencing a fair bout of cognitive overload as they struggle with the “swivel chair” balancing act of jumping between tools. With AI Feedback, everything lives in one central location, so you don't lose context (or your mind).With Amplitude’s AI Feedback, organizations will be able to surface and quantify the most requested features from customers, enabling them to develop a product roadmap that delivers maximum impact. They’ll also be able to better position their products by gaining insight into how customers actually talk about their needs. As with any listening technologies, being able to gauge and analyze customer complaints is key. Now, with AI Feedback, brands will be able to proactively target the biggest customer pain points, so they can mitigate problems before they become cancellations and automatically identify bugs and frustrations that turn customers off. Churn is another key factor, and AI Feedback meets it head-on by monitoring the most at-risk signals. You can map dissatisfaction to key accounts and reveal which issues need immediate attention. You can also generate product requirement documents (PRDs) quickly and easily, turning customer insights into user stories with a simple prompt.<a target="_blank" rel="noopener noreferrer" href="https://replit.com/">Replit</a>, a cloud-based platform for writing, running, and collaborating on code, has been using AI Feedback. The company was a customer of Kraftful before the acquisition, and has used the tool as one of several agentic AI capabilities. “I think the aha moment was truly when I first connected all the sources to AI Feedback, and it did its magic and analyzed all of our user feedback,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/jainamol/">Amol Jain,</a> Head of Product Engineering at Replit. “In the past it was so much work to pull data, look through each source, and manually combine them – the fact that AI Feedback just did it with a few clicks? That was fairly magical.”<h3 id="pricing-and-availability">Pricing and availability</h3>According to Amplitude, AI Feedback is now fully integrated and available across all its plans, with the option to purchase larger volumes of feedback analysis as an add-on to its Growth and Enterprise plans.Amplitude does offer a free tier, as well as a Plus plan for $49/month. Growth and Enterprise are custom plays, and pricing is based (in part) on MTU volume. You’ll need to contact sales for an estimate, but you can explore the <a target="_blank" rel="noopener noreferrer" href="https://amplitude.com/pricing?siteLocation=nav">full packages here.</a> <h3 id="the-verdict">The verdict</h3>I’ve been watching Amplitude for several years with a keen eye, and it continues to push innovation to enrich its bench of analytics tools. Adding Voice of Customer and AI-powered features to sift through the tidal wave of customer data is smart – and should augment what brands and enterprises are looking for from a unified platform. The Kraftful acquisition was another brilliant move, allowing Amplitude to catapult ahead with its roadmap with a performant, respected, and highly impactful platform in growth mode. What intrigues me most is Kraftful’s patent-pending solution to prevent hallucinations, which could effectively be a game-changer when it comes to trusted insights. All of that said, this was a quick integration. That might smell like a bolt-on in some product ecosystems, but Amplitude has a reputation for delivering quality products, so we expect good things from AI Feedback and its interoperability across Amplitude’s products.We’re looking forward to some deeper dives into performance, but our feedback is simple: Try it. <hr /><h4 style="text-align:center" id="looking-for-more-guidance-on-amplitude?-talk-to-an-expert.">Looking for more guidance on Amplitude? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</a> <img style="width:29.08%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761594434824.png" /><h4 id="typo3-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">TYPO3 Conference 2025</a></h4>November 25–27, 2025 – Düsseldorf, GermanyT3CON is the premier annual event for web professionals, developers, marketers, and decision-makers. Much more than just a TYPO3-focused conference, T3CON spotlights the latest trends, innovations, and leaders shaping the future of content management, covering everything from grassroots initiatives to new technologies, strategies, and success stories. The event is designed to empower businesses and organizations with the knowledge and tools they need to thrive in the evolving digital landscape. The conference culminates in an awards ceremony celebrating the best TYPO3 projects across various industries. <a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">Get your ticket.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

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<hr /> The CDP space continues to evolve – and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/hightouch">Hightouch</a> is hitting the gas as it moves into the agentic fast lane.When I recently spoke to <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/briankotlyar/">Brian Kotlyar,</a> the company’s CMO, he was more than a little excited about their new <a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/platform/agents">Hightouch Agents,</a> an AI-powered toolset designed to help marketers answer questions, identify opportunities, automate workflows, and make everything work faster. How fast? Like 10x.Of course, Brian was already a fan of Hightouch before AI agents were a twinkle in anyone’s eye. In fact, when he first encountered the CDP four years ago while leading growth Marketing at <a target="_blank" rel="noopener noreferrer" href="https://newrelic.com/">New Relic</a> (an observability platform), he was smitten by its potential to automate and scale his marketing efforts.“I was really inspired by the idea of using the complete data in the data warehouse to power growth marketing, lifestyle marketing, ads, web personalization, everything,” he said. “And I was doing it in this very manual and archaic way with tons of data analysts, tons of software engineers. And then I discovered Hightouch as a way to bring all kinds of modern practices and software engineering practices together without needing these huge teams.”As it turns out, Hightouch was so compelling that Brian joined the meteoric scale-up in mid-2022, where he’s now tasked with marketing a product that's designed to help marketers. In many ways, he's marshalling his superpowers to help professionals like him to augment their human creativity with the power and potential of AI.As of late, we've seen significant changes in the customer data platform ecosystem, where DXP consolidation and pure-play reinvention have been the prevailing trends. Through it all, Hightouch has elevated above the noise, positioning itself around its unique composable attributes and AI decisioning as force multipliers for its value. That vision is why it nailed an <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/u-cant-touch-this-cdp-hightouch-nails-80m-series-c-to-power-its-ai-decisioning">$80 million Series C </a>earlier this year. Now, its Hightouch Agents represent the next step on their ambitious roadmap, giving marketers the ability to ideate and brief campaigns and build their strategies by asking customer data questions and receiving instant answers. Along with those core features, Hightouch Agents can do a whole lot more. They can analyze your creative and copy to distill what is and isn’t working, so you can optimize performance. They can cut through the chaos to find the right audiences and save hours in the process. As Brian explained, it’s a potential game-changer for marketers.“We transitioned to be the leading composable CDP company, and now we're introducing this next big wave of functionality where we grab onto the broader LLM trend and really bring it into the marketing workflow,” he said. “If you imagine the way that coding agents have totally transformed the day-to-day work of software engineers, we think something similar is happening with marketing, and we want to be the company that brings that capability to marketers.”Hightouch Agents come pre-trained with core marketing skills, giving you an out-of-the-box edge with their capabilities. They connect to your data, channels, and creative, and come preloaded with deep domain knowledge – enabling them to reason with precision around complex concepts like attribution modeling. It’s not a shocker to see Hightouch move in this direction. The company has been on a rapid rise, and I recently covered the hiring of AI industry luminary <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/hightouch-taps-ai-luminary-akilesh-bapu-to-accelerate-push-into-context-aware-marketing-agents">Akilesh Bapu</a> in early October to lead the company’s generative product development. This was a clear signal of its intentions to drive an agent-focused strategy – and that's precisely where they're headed.<h3 id="giving-marketers-an-agentic-boost">Giving marketers an agentic boost</h3>Marketing teams are really feeling the heat. Every day, they’re struggling with inefficient workflows across a range of considerations and coping with tasks that are labor-intensive and highly disruptive. That’s where Hightouch Agents come in. They promise to accelerate and automate a wide array of previously slow and manual tasks, so teams can bring their ideas to life. The company says this can translate into 10x the speed, and that could make a huge dent in the day-to-day rigors of operating a successful marketing machine. According to <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/tejasmanohar/">Tejas Manohar,</a> Co-founder and Co-CEO of Hightouch, the problem is that there are too many manual steps to launch a marketing campaign. And yet, that's still the overwhelming reality for most enterprise brands. As such, Hightouch Agents are starting with data and insights because they’re a huge pain point.As previously mentioned, Hightouch Agents can be tasked with answering really complex questions with laser precision. For example, you can query which ad creative drove the most conversions last month, or whether new audience segments are emerging around a product line. You can even inquire as to which content-driven campaigns performed better when compared to discount promotions, or which Facebook ads are performing best based on CTR. <figure class="image image-style-align-center image_resized" style="width:68.71%"><img src="https://cmscritic.com/ms-content/uploads/2025/11/image-1762968106697.png" /></figure>Prompting performance questions from Hightouch AI Agents. Source: Hightouch website Brian told me that the quality of the answers is driving more questions – and that's revealing even greater insight. That's all due to the context that informs everything. Unlike generic AI tools, Hightouch Agents connect directly to a company’s data warehouse and marketing stack. This allows them to see all the data that powers marketing decisions, customer transactions, inventory levels, creative performance, and more, without manual uploads or constant context switching.“The reason why the answers are really good is because we have this notion of a context layer,” he said. “We map the data in their warehouse, we map the data in their channels, we map all their brand information. So the answers are just dramatically better than you get when you just throw the exact same question to a generic GPT. And it's this self-reinforcing loop, because if the answers are better, you're going to come back and ask more questions and start to move into much more exploratory, open-ended questions like, 'Hey, I need to move this metric. What do you what should I do? Hey, I've got a bunch of extra stuff over here. What should I do?'"<figure class="image image-style-align-center image_resized" style="width:77.63%"><img src="https://cmscritic.com/ms-content/uploads/2025/11/image-1762978067150.png" /></figure>Hightouch Agents make engaging and ideating simple. Source: Hightouch By combining deep marketing expertise with this level of data-driven context, marketers can explore and analyze data independently, uncover new opportunities, and automate recurring workflows such as reporting or audience-building. Hightouch Agents also go beyond recommendations by taking action in key areas of the marketer’s domain, from running A/B tests to adjusting budgets.Hightouch is also more secure because no duplicate storage is required. It reads directly from your data warehouse, where your data remains guarded. That enables it to meet fierce regulatory governance around SOC, GDPR, HIPAA, and other data privacy benchmarks. Hightouch Agents extend the company’s vision for marketing AI by helping marketers access and act on intelligence faster. Future updates will expand agent capabilities into experimentation, content generation, and project management, further unifying marketing workflows under one intelligent context layer.With Agents, Hightouch is bringing the power of AI directly into the marketer’s workflow. According to <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/guptakashish/">Kashish Gupta,</a> Co-Founder and Co-CEO of Hightouch, marketers no longer need to switch between tools or wait on data teams for these vital answers. Hightouch Agents make it possible to ask a question, get an informed answer, and take action instantly – all powered by the same trusted data foundation.<h3 id="evolving-cdp-for-the-agentic-era">Evolving CDP for the agentic era</h3>I’ve been watching CDPs with a close eye over the last few years as they’ve been tapped as critical layers in composable stacks and folded into the broader vision for a complete DXP. As Brian echoed, the category has always been a little “funny,” because it’s comprised of a hardcore data infrastructure that’s collecting behavioral events, processing them into identities, and pushing them around the ecosystem – all facets of data engineering. None of this tooling is really designed for marketers, so CDPs try to bridge the gap between engineering and enablement in what Brian calls “unnatural bedfellows.” And for better or worse, that’s sold as a CDP. But he sees the marketing side of the equation as fertile ground for scaling agentic workflows and capabilities – and that’s not necessarily a CDP story.“What we see happening increasingly is that other layer, the more marketer-facing layer, is a place where agents can be really, really powerful and augmentative of those self-serve workflows,” he said. “But it doesn't really stop there. I would say the big insight that is driving Hightouch’s Agent development is actually quite separate from the CDP.”To Brian’s point, marketers don’t actually live in the martech tools they use. They’re typically swimming in Google Sheets and Asana – so a lot of the work they need to do spans technology barriers. “People don't actually log into their email tool of their Meta back end all that much,” he said. “They work in spreadsheets. They work in Docs and project management tools. And it's all these myriad steps and procedures and handoffs and arguments and just waiting that's all happening. Where Agents get really exciting is in their ability to collapse so much of that.”And it’s a lot of stuff that’s creating cognitive overload for marketers. Between briefing agencies, begging data teams for metrics, and assembling weekly reports for stakeholders, they're overwhelmed. It’s in these areas that Brian and Hightouch see untapped potential for AI agents to ease the friction. “We think agents will do for marketers what they’ve already done for software engineers,” Brian said. “That's the real Nirvana we're pursuing.”<h3 id="built-with-composability-at-its-core">Built with composability at its core</h3>One of the big distinctions with Hightouch Agents is that they operate independently of its CDP. In other words, you don’t need their complete customer data platform to harness its Agents in your existing stack. This is a testament to the company’s core composability, but also a conscious decision to make it more portable and accessible to marketers – regardless of how their technologies are composed.  “What we observe a lot of our peers doing is forcing these huge software migrations in their core platform with unfair pricing mechanics and migration mechanics to get access to them,” Brian said. “We don't think that's right, and we don't think it’s actually necessary at a technology level. You should be able to unleash the benefits of Hightouch Agents across your whole workflow without having to change your whole underlying tech stack and all the decisions you've made previously.”As Brian went on to say, customers have that option, and Hightouch will offer some efficiencies with bundled pricing to make it a more compelling offer. But that’s not the central strategy. The bottom line is really a practical one, where enterprise IT teams want best-of-breed technologies without the pain of ripping out everything else. In his mind, the future is comprised of heterogeneous enterprise technology environments, and they don't want to make it hard to adopt Hightouch on any level. “If you want Agents, come knock on our front door,” he said. “We'll give you Agents, and they'll sit alongside everything else you're already doing, just like with our CDP.”<h3 id="the-verdict">The verdict</h3>Marketers, by their very nature, are a scrappy bunch. They're creative, driven, and often do their best work under pressure. But there's a breaking point. Right now, they’re under excruciating pressure to break through the noise and produce results – and they’re being crushed by dozens of tools that aren’t providing the insights they need. How can they be effective with so much to juggle? Agents offer a salve for the cognitive overload, and I’m already seeing that pay dividends in other platforms. But marketers need the next wave of intelligent AI assistants to be ready for battle, and that’s where Hightouch is bringing its purpose-built agents to the front lines. Imbued with a real understanding of marketing functions – and powered by your warehouse data and marketing stack – you now have the business context and an effective toolset for automating and executing with real impact.Can you achieve 10x speed? That remains to be seen. But given the precision that Hightouch Agents are promising and the agility to receive the answers and insights you're after, it seems less of a possibility and more of a probability. The bottom line is that marketers need the boost – and this could be part of the answer. One of the big gripes about agentic features is the need to migrate fully to a vendor’s platform to harness the features. By taking a composable approach that mitigates a wholesale migration, Hightouch is amplifying its extensibility with a real edge. They're also opening up a roadmap for future agent capabilities and delivering it with more flexibility and control.Trust is a key part of any AI strategy, and vendors will need to deliver on that. Given its focus on data and its integrity, Hightouch Agents have the best shot at reflecting the company’s ethos, and its mission for bringing trustworthy AI to the marketer’s workflow with intelligent, adaptive, and creative potential.Agents are making the promise of AI tangible and valuable, and Hightouch is moving in a solid direction. You can schedule a demo of these new features <a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/platform/agents">on their website.</a> <hr /><h4 style="text-align:center" id="looking-for-more-guidance-on-hightouch?-talk-to-an-expert.">Looking for more guidance on Hightouch? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</a> <img style="width:29.08%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761594434824.png" /><h4 id="typo3-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">TYPO3 Conference 2025</a></h4>November 25–27, 2025 – Düsseldorf, GermanyT3CON is the premier annual event for web professionals, developers, marketers, and decision-makers. Much more than just a TYPO3-focused conference, T3CON spotlights the latest trends, innovations, and leaders shaping the future of content management, covering everything from grassroots initiatives to new technologies, strategies, and success stories. The event is designed to empower businesses and organizations with the knowledge and tools they need to thrive in the evolving digital landscape. The conference culminates in an awards ceremony celebrating the best TYPO3 projects across various industries. <a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">Get your ticket.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

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