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Querri

AI data analyst that connects, cleans and analyzes business data in plain English, with dashboards, decks and MCP access.

Sources checked

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Pricing
Freemium with monthly credits. Free is $0 with 15 credits a month. Pro is $149 a month ($119 a month billed annually) with 200 credits, Team is $499 a month ($399 billed annually) with 750 credits, and Scale is custom-priced with 2,000+ credits. Paid plans start with a 14-day free trial and no credit card. Official source 1 ↗
Available as
Web app at app.querri.com, plus an MCP server that works in Claude, ChatGPT and Gemini, a command-line tool, a REST API and a Python SDK. Official source 1 ↗
Primary group
Research & Data

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What it does

Querri is an AI data analyst from Querri, Inc. You upload files or connect business systems such as Salesforce, HubSpot, QuickBooks or Snowflake, then ask questions in plain English and get answers, dashboards, slide decks, Excel workbooks or reports. Its Library learns your business definitions and KPIs so every answer uses the same numbers, and the same cleaned data is available inside Claude, ChatGPT or Gemini through its MCP server.

Official source 1 ↗

Features

  • Plain-English questions on your data. Ask questions the way you would ask a colleague, from top-selling products to quarterly sales trends, without SQL; Querri also suggests questions based on your data. Official source 1 ↗
  • 130+ data connectors and file uploads. Drop in CSV, Excel, JSON or Parquet files, or connect sources such as Dropbox, Google Drive, Salesforce, HubSpot, NetSuite, QuickBooks, Snowflake, ad platforms and Shopify; connectors are read-only. Official source 1 ↗ · Official source 2 ↗
  • AI data cleaning with visible steps. Querri suggests joins, deduplication, format fixes and pivots, and you can open the reasoning behind an answer to see each cleaning and transformation step it applied. Official source 1 ↗
  • Dashboards, decks and Excel workbooks. One conversation can produce charts, drag-and-drop dashboards, a presentation or a formatted Excel workbook with live formulas; it can also rebuild an existing dashboard from a screenshot. Official source 1 ↗
  • Library of KPIs and business rules. The Library stores your questions, KPIs, facts and saved views. Define a KPI or rule once in plain words and every answer, dashboard and AI-assistant query uses it. Official source 1 ↗
  • Reusable Skills and nightly insights. Save an analytical workflow as a Skill that teammates can rerun, and get overnight summaries of what changed in your data. Official source 1 ↗
  • Row-level access control. Each team gets its own workspace and each person a row filter, which applies in chat, dashboards, Claude and the API. Official source 1 ↗
  • White-label and embedded analytics. Embed Querri's dashboards and chat in your own app with one snippet, or resell it under your own brand, colours and domain. Official source 1 ↗

Pricing & free limits

Free

$0Free forever

15 credits a month, 5 creator users, the Fast AI model, 3 connectors, 50 MB storage with 7-day retention, API and MCP access. Official source 1 ↗

Pro

$149per month, or $119 per month billed annually

200 credits a month, 5 creator users, the Standard AI model, 10 connectors, 5 GB storage with 6-month retention. Official source 1 ↗

Team

$499per month, or $399 per month billed annually

750 credits a month, 10 creator users, 20 connectors, 25 GB storage with 1-year retention, unlimited shared dashboards and priority email support. Official source 1 ↗

Scale

CustomContact sales

10+ users and 2,000+ credits a month, the Smart AI model, SSO, SCIM and row-level security, white-label embedding, a 99.99% uptime SLA with a dedicated instance, HIPAA with BAA, data residency in the US, EU, APAC or LATAM, and a dedicated CSM. Official source 1 ↗

Billing details

Usage is counted in credits: one question or follow-up costs 1 credit, refining a step 0.5, each data-source sync 1, a question asked by a dashboard viewer 0.5 (charged to the owner), a presentation 3, and the Researcher 1 per 1,000 rows. Official source 1 ↗

Querri warns you as you approach the monthly credit limit and does not auto-charge for overages. Official source 1 ↗

Annual billing saves 20%. Plans can be changed at any time with prorated billing, and there is a 30-day money-back guarantee. Official source 1 ↗

Free access & limits

The Free plan includes 15 credits a month, 5 creator users, 3 connectors and 50 MB of storage kept for 7 days, with no credit card required. Official source 1 ↗

Viewing dashboards, browsing the Library, uploading files, exporting results and inviting users do not use credits on any plan. Official source 1 ↗

Best for & limitations

Revenue operations: pipeline coverage, stage conversion, forecasts and attribution from CRM, marketing and billing data. Official source 1 ↗

Automated weekly pipeline and revenue reports that refresh on a schedule. Official source 1 ↗

Finance teams running variance analysis, forecasts and reports across QuickBooks, an ERP and the CRM. Official source 1 ↗

Customer success teams spotting churn signals and building QBR decks from current data. Official source 1 ↗

eCommerce sellers measuring contribution margin by channel and SKU across Shopify, Amazon and their books. Official source 1 ↗

  • Short data retention below Pro. Free keeps data for 7 days, Pro for 6 months and Team for 1 year; unlimited retention is only on Scale. Official source 1 ↗
  • Enterprise controls only on Scale. SSO, SCIM, row-level security and data residency outside the US are listed only for the custom-priced Scale plan. Official source 1 ↗
  • Credits run out rather than overage billing. Usage stops being covered at the monthly credit limit; you need to upgrade for more credits. Official source 1 ↗
Querri product screenshot
Website previewFixed desktop viewport · 1440 × 900

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