Querri: What It Does, Pricing and Who Should Skip It
Querri connects 100+ data sources plus uploaded files, cleans and joins the data, and answers plain-English questions with charts, dashboards, slide decks, Excel files and reports. Answers show the rows, calculations and sources behind them and flag other possible readings. Its October 2026 Product Hunt launch added a “Library” that stores your KPIs, definitions and business rules, monitors that watch KPIs, dashboard rebuilding from a screenshot, and a “Librarian” that suggests new questions and KPIs overnight. You can also use it from Claude, ChatGPT and Gemini over MCP, or through its API and CLI, and agencies can white-label or embed it. Querri lists SOC 2 Type II, ISO 27001 and HIPAA compliance and says it never trains on customer data.
At a glance
| Fact | Querri |
|---|---|
| Category | AI productivity tools |
| Lowest listed price | Free: $0, 15 credits/month, up to 5 creator users, Fast model, 3 connectors, 50 MB storage (7-day retention), API and MCP access |
| Free tier or trial | Free plan with 15 credits a month; 14-day free trial of paid plans with no card required; 30-day money-back guarantee (per the pricing page). |
| Pricing checked | 2026-10-24 |
| Owner | Independent company, not owned by this site’s owner |
| Our relationship | Program exists; we haven’t been approved, so this is a plain link |
Who it’s for
Operations, finance, marketing and RevOps teams without a data engineer who want answers and recurring dashboards from their SaaS tools, databases and spreadsheets.
Who should skip it
Anyone who needs real-time numbers: reports reflect the last data sync. Also skip if you mainly need a few one-off questions answered; the Free plan has 15 credits a month and the first paid plan is $119 a month.
Pricing (checked 2026-10-24)
- Free: $0, 15 credits/month, up to 5 creator users, Fast model, 3 connectors, 50 MB storage (7-day retention), API and MCP access
- Pro: $119/month, 200 credits, Standard model, 10 connectors, 5 GB storage (6-month retention)
- Team: $399/month, 750 credits, 10 creators, 20 connectors, 25 GB storage (1-year retention), unlimited shared dashboards
- Scale: custom pricing, 2,000+ credits, Smart model, SSO/SCIM, row-level security, white-label
- A question costs 1 credit, a data sync 1, a presentation 3; annual billing saves 20%; no automatic overage charges
Free tier or trial
Free plan with 15 credits a month; 14-day free trial of paid plans with no card required; 30-day money-back guarantee (per the pricing page).
Notable complaints
- Review summaries of user feedback mention restrictive free-plan limits, slower performance on very large datasets, limited customization for power users and a learning curve for new users. Source
- Another independent review lists occasional connector failures, no mobile app, and reports that reflect the last sync rather than live data. Source
- A Product Hunt commenter raised the problem of checking AI-generated numbers before showing them to leadership. Source
Alternatives in Productivity
- ClickUp: Free Forever
- DeepCell: Free: $0 for individuals; no account needed to start, a free account keeps files beyond 30 days
- Gamma: not stated: the pricing page blocked our fetch on 2026-10-18
- MindMeister: Basic: €0 forever (3 mind maps)
Sources
- Querri official site (checked 2026-10-24)
- Querri pricing page (checked 2026-10-24)
- Querri on Product Hunt (checked 2026-10-24)
- Querri partner program (checked 2026-10-24)