Querri
AI data analyst that answers business questions with traceable math
Querri is a bI & dashboards tool for Small businesses and Enterprise, offered as freemium ($119/mo). Founded in United States in . Popular alternatives include Databox, Zoho Analytics, Microsoft Power BI.
About Querri
Querri is an AI data analyst from Querri, Inc., headquartered in Charleston, South Carolina, and led by CEO Dave Ingram. Business users connect their data, ask questions in plain English instead of SQL, and get answers that show the rows and calculations behind each number, which can then become dashboards, decks or scheduled reports.
It lists 130+ read-only connectors, including Salesforce, HubSpot, NetSuite, QuickBooks, Shopify, Snowflake and BigQuery. Around the chat sit one-sentence KPI definitions, saved Skills, nightly insight monitors, Excel output with live formulas, and an MCP server and CLI for Claude, ChatGPT or Gemini. Pricing is credit-based (1 credit per question): Free has 15 credits and 3 connectors a month, Pro and Team raise the limits, and custom Scale adds SSO, row-level security, white-label embedding and HIPAA.
It suits teams without a data analyst. ThoughtSpot offers natural-language search for larger enterprises, Metabase is open source and cheaper if someone writes SQL, and Power BI models more deeply but expects DAX skills. Heavy question volume burns credits fast, and the jump from Free to $119 Pro is steep.
On October 21, 2026 Querri launched The Library on Product Hunt and finished #4 of the day. The Library stores business definitions, context and past analysis around the questions a company asks, and a Librarian agent builds it with you. Buying tip: plans come with a 14-day trial and no automatic overage charges, so test a real month of questions before choosing Pro or Team.
Key features of Querri
- Plain-English questions answered with the rows and calculations shown
- 130+ read-only connectors including Salesforce, NetSuite and Snowflake
- The Library stores business definitions applied to every answer
- Dashboards, decks and scheduled reports built from one conversation
- Screenshot-to-dashboard rebuilds an existing dashboard from an image
- Nightly insight summaries and KPI monitors flag what changed
- Excel workbook generation with live formulas
- MCP server, CLI, REST API and Python SDK for other AI tools
Pros and cons
Pros
- No SQL needed for non-technical business users
- Answers expose sources and calculations, which makes checking easy
- Unlimited dashboard viewers, exports and file uploads on paid tiers
- SOC 2 Type II and ISO 27001:2022 certified
- No automatic overage charges when credits run out
Cons
- Credit metering makes heavy question volume expensive
- Large price jump from Free to the $119 Pro plan
- Free plan keeps data for only 7 days
- SSO, row-level security and embedding only on the custom Scale plan
- Young company whose first public launch was in May 2025
Querri pricing
Querri uses a freemium model. A 14-day free trial is available.
| Plan | Price | Includes |
|---|---|---|
| Free | $0 | 15 credits/mo, 3 connectors, 50 MB storage, 7-day retention |
| Pro | $119 / mo | 200 credits, 10 connectors, 5 GB; 20% off billed annually |
| Team | $399 / mo | 750 credits, 10 creators, 20 connectors, 99.9% SLA |
| Scale | Custom | SSO/SCIM, row-level security, white-label embed, HIPAA BAA |
Source: www.querri.com · checked on Oct 22, 2026
How Querri compares in BI & dashboards
- Rank by votes
- #1 / 17
- Starting price
- $119
- Free alternatives
- 4
0 votes from members
51% above the category median ($79/mo)
Free or open-source tools in BI & dashboards
Querri ranks #1 of 17 bi & dashboards tools by community votes and is priced above most tools in the category.
Common use cases
- 1Sales and finance leads asking ad hoc revenue questions without an analyst
- 2Combining CRM, accounting and ad spend data into one KPI dashboard
- 3Sending weekly scheduled reports and decks to leadership
- 4Embedding white-label dashboards and chat in a client-facing app
- 5Letting Claude or ChatGPT query company data through MCP
Best for
Small and mid-sized teams without a data analyst who want checkable plain-English answers across their SaaS and warehouse data.
Not ideal for
Data teams that want full SQL modelling control or a low-cost self-hosted BI stack (Metabase, Power BI).
Integrations
- Salesforce
- HubSpot
- NetSuite
- QuickBooks
- Shopify
- Snowflake
- BigQuery
- Databricks
Our take
Querri is a strong pick when business users, not analysts, need answers they can verify, and The Library helps keep definitions consistent across the team. Estimate your monthly question volume first, because credits, not seats, decide whether Pro or Team is affordable.
FAQ
- What is Querri?
- Querri is a BI & dashboards tool: AI data analyst that answers business questions with traceable math.
- How much does Querri cost?
- Querri uses a Freemium model; paid plans start at $119 per month.
- What are the best alternatives to Querri?
- Community-listed alternatives to Querri include Databox, Zoho Analytics, Microsoft Power BI, Google Data Studio.
- Does Querri have a free trial?
- Yes, Querri offers a 14-day free trial.
- What does Querri integrate with?
- Querri integrates with Salesforce, HubSpot, NetSuite, QuickBooks, Shopify, Snowflake and more.
- Which platforms does Querri support?
- Querri is available on web.
- Who is Querri for?
- Small and mid-sized teams without a data analyst who want checkable plain-English answers across their SaaS and warehouse data.
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