Qvery Product Updates: January 2026

Hey, Vlad here 👋

Piotr and I spent January heads down, laying the groundwork for what's next. At Qvery we're building AI agents that help GTM teams measure and grow their brand visibility on AI search engines like ChatGPT and Google AI Mode — and this month brought us a big step closer.

We shipped a redesigned Queries experience, made serious progress on Qvery Assistant, and cleaned up a lot under the hood. Here's what's new.

A Better Way To Explore Queries

You asked and we listened!

Queries are now automatically grouped into expandable Topics.

Instead of scrolling through a flat list of individual queries, your data is now organized by a higher-level theme. Each topic shows aggregated stats (SOV, Visibility, Avg Rank) right at the top level. You can expand any topic and drill into the individual queries underneath.

Both topics and queries are fully editable. You can rename them, add new ones, or replace entire topics through the UI instead of swapping queries out one by one. Each query is also assigned to a specific country, so you can see exactly how your brand performs across different markets.

Small change in how the data is displayed. Big change in how fast you understand what's going on.

Qvery Assistant

This is the one we're most excited about.

Qvery Assistant is a built-in GTM command center — an AI chat interface powered by a top-tier LLM that has full access to all your Qvery data. It's where Qvery stops being a dashboard you check and becomes a system that works for you.

Under the hood, Qvery Assistant runs multiple specialist agents that perform tasks on behalf of our users. You can explore and analyze your Qvery data, launch powerful workflows, and act on the insights, all from one chat interface.

First up: self-serve onboarding. Qvery has been in private Alpha since our launch at SaaStock Dublin. We're now working on opening public access so anyone can sign up. When that happens, a specialized onboarding agent inside Qvery Assistant will guide you through project setup — no calls, no manual configuration. Just sign up and start collecting LLM visibility data.

Beyond onboarding, we're building two features inside the Qvery Assistant: Shortcuts and Templates.

Shortcuts let you perform actions in one click: edit queries, replace topics, generate exports. Things that normally take multiple steps through the UI, done instantly from the chat.

Templates is where it gets really powerful 💪 Templates are full workflows with complex prompts and code hard-coded into the Qvery system. You provide simple inputs, and Qvery runs the entire workflow end-to-end using your Qvery data and external information to deliver complete, actionable results. We're building and releasing templates ourselves first, making them available to all Qvery users.

Our first template is the GEO Audit. You ask Qvery to run a GEO audit on your website, and it delivers a complete analysis of what can be improved from an AI Engine Optimization perspective: structured data, semantic HTML, content freshness, llms.txt, and more. Scored metrics, prioritized recommendations, ready to act on.

Under The Hood

We implemented meaningful backend, frontend, and database improvements in January. The codebase is cleaner, the app is faster, and the UI got a bunch of small enhancements that make the whole experience smoother. Not glamorous, but necessary, especially when building AI agents that need a solid foundation to run on.

What's Coming In February

February is going to be a big month. We're working on enabling self-serve onboarding, shipping Qvery Assistant to all users, and releasing our first bunch of Templates. On top of that, we've got big plans for a number of other meaningful improvements to the Qvery app.

Stay tuned! Got questions, suggestions, or feature requests? Shoot us an email at hello@qvery.ai or drop us a message through the live chat on our website.