Qvery Product Updates: December 2025

Hey, Vlad here. This is Qvery's first official product update.

Quick backstory: Piotr and I met at Startup Weekend in 2014. Two young professionals dreaming of building a great software company someday. We kept in touch over the years and eventually realized we share the same conviction: the future of the web is agentic. The future of search and product discovery is AI-driven.

Every query that used to go to good old Google is increasingly going to ChatGPT, Perplexity, Google AI Mode. Marketers will need new tools to measure and grow visibility in this new era. Not tools with an "AI feature" bolted on. Tools built with AI in their DNA.

That's how Qvery was born.

Now, you've probably heard all the talk about LLM trackers quickly getting commoditized. It's true: there's a lot of competition and little product differentiation among these tools.

But Qvery isn't an LLM tracker. We're building AI agents for GTM teams.

AI Engine Researcher is our first agent, not our only product. Everything we build connects through one chat interface we call Qvery Assistant. All agents, all data, all actions in one place.

We started building Qvery in July 2025, and launched Alpha at SaaStock Dublin on October 13th.

Since then:

• 10 paying customers.

• First revenue

• A ton of learning.

Our biggest lesson? Simplicity matters. Marketers are exhausted by tools that require setup, configuration, endless clicking.

GTM teams want software that does the work for them, not software that creates more work.

That's what we're building toward.

With that in mind: Qvery's halfway to Beta (shipping in Q1), and we've got some updates to share.

What's Live Now

Three updates that are already in your dashboard:

Google AI Mode Support. Qvery now measures your brand visibility on Google AI Mode, not just ChatGPT. You'll see your stats in the Qvery dashboard and in your reports. Google AI Mode is now live in over 200 countries and territories, with 35+ languages supported. If you're not tracking your brand visibility there, you're flying blind.

Daily Data Collection. We've moved from weekly to daily query runs. This means we catch visibility gains and drops much faster, and collect more citation intelligence. Fresher data, faster insights.

Personas Have Moved Behind the Scenes. In Alpha, we built a feature called Personas — synthetic user profiles based on your ICPs that shaped how queries were generated. The idea was that different personas would see different AI recommendations. Customers liked the concept, but in practice it added complexity without clear customer-facing value. So we've removed Personas from the UI. Your queries are still contextual and relevant to your product, they're just generated automatically now, without you needing to configure anything.

What's Coming in Beta

Piotr and I are working around the clock to ship Qvery Beta. Here's what we're building:

Topics Replacing Query Groups. We're rethinking how queries are organized. Each Topic will contain multiple queries that capture different angles of how your brand might appear in AI search. Both Topics and Queries will be generated automatically by Qvery's AI Engine Researcher. No manual setup, just a clearer view of how your brand performs across different themes and use cases.

Citation Tagging. Right now, citations are just a list of URLs. Useful, but not actionable. In Beta, we'll tag them automatically: Owned, Competitor, Reddit, Listicle, Tutorial, and more. Filter by tag, export, launch your outreach campaign. We're turning raw data into a to-do list.

New UI. We've rebuilt the interface. More intuitive, cleaner, faster. And yes, prettier, too.

Qvery Assistant. This is what we're most excited about. Think of Qvery Assistant as a command center for your marketing ops, ala "Lovable for marketing". One chat interface where you can explore your Qvery data, ask questions, and launch full cross-agent workflows. All Qvery agents, templates and shortcuts, in one place.

That's the December update.

Thanks to our Alpha customers who've been working closely with us and giving us so much feedback. You're shaping this product. Also, thanks to everyone who stopped by our booth at SaaStock Dublin — those conversations meant a lot.

The agentic web era is coming fast, and we're building AI agents to help GTM teams win in it.

Got questions or suggestions? Reach out 📧 We're listening.

See you in January.