Qvery
Qvery is an Estonia-based software company building autonomous AI agents that help marketers measure and grow brand visibility in ChatGPT and Google AI Mode, serving brands across ten verticals via tiered SaaS subscriptions.
- Company typePrivate
- Founded2025
- HeadquartersTallinn, Estonia
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Qvery does
Qvery is an Estonia-based (Tallinn) software company building autonomous AI agents that help marketers measure and grow brand visibility in generative-AI search engines, specifically ChatGPT and Google AI Mode. The platform's core product, AI Engine Researcher, ingests brand inputs and automatically generates topics and queries, runs daily research across the supported AI engines, captures every citation those engines surface, and produces analytics on Visibility, Share of Voice, and Sentiment. A conversational Qvery Assistant provides natural-language exploration of the data and triggers actions across the platform. The company is also developing three additional agents slated for 2026: Mention Builder for automated citation outreach, UGC Agent for surfacing and drafting brand-relevant conversations on Reddit, TripAdvisor, and niche forums, and Content Optimizer for passage-level content recommendations aimed at increasing AI retrieval and citation frequency.
Qvery monetizes through a tiered SaaS subscription model — Lite at €99/month for individual brands, Business at €199/month for agencies and multi-brand portfolios, and Enterprise at custom pricing for large organizations with 500+ tracked queries and dedicated support. It combines a self-serve product-led growth motion (free trial via app.qvery.ai) with an enterprise sales motion (demo requests, custom contracts), targeting brands in ten verticals: Travel, Ecommerce, Finance, Healthcare, Automotive, Education, Real Estate, Legal, SaaS, and Crypto. Geographic reach is positioned globally, with daily tracking spanning 200+ countries. The company is led by CEO Vlad Shvets and co-founder Piotr Babel, is incorporated as Qvery AI OÜ (Estonian private limited company), was founded in 2025, has 1–10 employees, and has not disclosed any external funding to date.
Qvery firmographics
Firmographics- Name
- Qvery
- Legal name
- Qvery AI OÜ
- Website
- https://qvery.ai
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Qvery is an Estonia-based software company building autonomous AI agents that help marketers measure and grow brand visibility in ChatGPT and Google AI Mode, serving brands across ten verticals via tiered SaaS subscriptions.
- Ownership category
- akta.pro rank
Qvery industry classification
Industry- Product category
- AI Search Visibility & Marketing Analytics Software
- NAICS
- Software Publishers (5132)
- akta.pro primary industry
- Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC)
- akta.pro secondary industry
- Q&A and Knowledge Discovery Platforms (BPAMAAAF)
Keywords
Where Qvery is headquartered
LocationHeadquarters
- HQ city
- Tallinn
- HQ country
- Estonia
- HQ region
- Europe
Offices1 record
Markets served
Qvery business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Subscription: Tiered subscription model with three plans: Lite (€99/month), Business (€199/month), and Enterprise (custom pricing). Features include tracked queries, daily query runs, AI engine monitoring (ChatGPT + Google AI Mode), unlimited countries and seats, support, and optimization reports.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Lite plan for individual brands with core AI visibility tracking |
| Subscription | Monthly | Business plan for agencies or multi-brand portfolios |
| Subscription | Multi-year contract | Enterprise plan for large organizations with advanced needs |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels5 records
Qvery product offering
Product offeringCore offering
Qvery provides an AI agent platform that measures and grows brand visibility in generative AI search engines such as ChatGPT and Google AI Mode. Its core autonomous agent (AI Engine Researcher) auto-generates topics and queries from brand data, runs daily research across these AI engines, and surfaces visibility, share of voice, sentiment, and citation data across 200+ countries. A conversational Qvery Assistant lets users explore the data, compare competitors, and trigger actions through natural language.
Product overview
Qvery is an AI agent platform for measuring and growing brand visibility in AI search engines (ChatGPT and Google AI Mode). The platform consists of a core product suite including AI Engine Researcher (autonomous research agent) and Qvery Assistant (conversational interface), plus three additional AI agents coming in 2026: Mention Builder for automated outreach, UGC Agent for community engagement, and Content Optimizer for content optimization. The architecture is a platform-plus-modules design where the core AI Engine Researcher and Assistant serve as the foundation, with specialized agents extending capabilities for specific workflows.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Engine Researcher Autonomous AI agent that generates topics and queries automatically from a brand's data, runs daily research across ChatGPT and Google AI Mode, captures every citation from AI responses, and tracks brand visibility across 200+ countries. Designed for marketing teams at brands and agencies that need to measure and grow AI search visibility.
- Qvery AI Assistant Conversational AI interface that acts as the command center for the Qvery platform. Users explore visibility data, compare markets and competitors, ask questions about brand performance, and trigger platform actions through natural-language commands.
Quantifiable outcome
- 50% of traditional search traffic will be replaced with generative AI by 2028 (Gartner)
- +2 more outcomes
Companies that use Qvery
Customer profileSegments10 records
Ideal customer profiles2 records
Qvery technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature8 records
Qvery partnerships and signals
Strategic signalScale indicators3 records
Recent moves5 records
Expansion highlights5 records
Qvery competitors and assessment
Company assessmentBroad incumbents
- Ahrefs: Major SEO tooling incumbent with deep keyword/backlink data and a strong SMB+enterprise user base. A natural candidate to extend its SEO suite into AI search visibility, competing for the same marketing spend.
- BrightEdge: Enterprise SEO and content performance platform serving large brands. Operates adjacent to Qvery's measurement layer and is positioned to expand into AI search visibility.
- Conductor: Enterprise SEO and content marketing platform with a strong footprint in the same enterprise marketing persona Qvery targets. A plausible fast-follower in the AI search visibility category.
- Semrush: Established SEO/SEM platform with a massive enterprise customer base and SEO budget relationships. Has been actively expanding into AI search visibility features, posing a significant fast-follower threat to Qvery.
Direct peers
- Peec AI: AI visibility analytics platform that helps brands track and optimize their presence in AI search results across multiple engines. Direct competitor targeting the same enterprise marketing buyers.
- Evertune: AI brand visibility and share-of-voice platform for measuring how brands appear in generative AI answers. Competes with Qvery in the same emerging category with comparable core functionality.
- Profound: Direct competitor offering brand visibility and citation tracking across AI search engines (ChatGPT, Perplexity, Claude, Google AI). Same product category, target customer (enterprise marketers), and underlying technology thesis as Qvery.
- Otterly.AI: AI search monitoring platform that tracks brand mentions, citations, and sentiment across generative AI search engines. Closely comparable in product scope and target audience (marketers and SEO professionals).
- Scrunch AI: AI search optimization platform focused on helping brands monitor and improve how they appear in generative AI search results. Operates in the same emerging GEO category with a similar audience and overlapping feature set.
- Goodie: AI search optimization platform focused on improving brand visibility in AI engines. Serves a similar enterprise marketing audience and competes head-to-head on the GEO thesis.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat3 records
Key risks6 records
Key highlights6 records
Customer concentration
Qvery social profiles
Digital presenceQvery financial estimates
Financial estimateRevenue estimate
Valuation estimate
Qvery leadership team
Management profileNumber of profiles
Profiles2 records
Qvery funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Qvery M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Qvery
What does Qvery do?
Qvery provides an AI agent platform that measures and grows brand visibility in generative AI search engines such as ChatGPT and Google AI Mode. Its core autonomous agent (AI Engine Researcher) auto-generates topics and queries from brand data, runs daily research across these AI engines, and surfaces visibility, share of voice, sentiment, and citation data across 200+ countries. A conversational Qvery Assistant lets users explore the data, compare competitors, and trigger actions through natural language.
Is Qvery a public or private company?
Qvery is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Qvery founded?
Qvery was founded in 2025. It employs 1 to 10 people.
Where is Qvery based?
Qvery is headquartered in Tallinn, Estonia, in the Europe region.
How does Qvery make money?
One revenue line is on record: saaS Subscription.
Who are Qvery's main competitors?
Broad incumbents on record are Ahrefs, BrightEdge, Conductor and Semrush. Direct peers are Peec AI, Evertune, Profound, Otterly.AI, Scrunch AI and Goodie.
Does Qvery have an API?
No public API is recorded for Qvery.
What industry is Qvery in?
Qvery's product category is AI Search Visibility & Marketing Analytics Software. Its primary akta.pro industry code is HDAAAFAC, Conversational AI Platforms (chat/voice bots, orchestration), with a secondary code of BPAMAAAF, Q&A and Knowledge Discovery Platforms. Its NAICS code is 5132.