Use cases for analysts

Research from the filings, with the source one click away

Ask a question and get an answer built from the companies’ own reports. Every figure links to the page it came from, so checking takes seconds.

Compare companies, screen on financial metrics and turn the result into a document or a chart you can share.

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An answer on how Microsoft recognizes Microsoft 365 revenue, next to the highlighted passage in Microsoft's 10-K — An answer and the report page it cites, side by side

What analysts use Clarifo for

Find it, check it, share it

Answers you can verify

Ask in plain language and get an answer grounded in the companies' own reports.

Search across annual reports, interim reports and SEC filings
A citation to the report page in every answer
Follow-up questions in the same conversation

An answer on YIT's Q1 2026 figures in the workspace chat, with the company panel beside it — A company question in the workspace chat, with the company panel alongside

Compare and screen

Put companies side by side and find the ones that meet your criteria.

Companies and periods compared in one table
Screens on financial metrics and multi-year trends
US and Nordic companies in the same data model

Microsoft's fiscal 2026 key figures on its Clarifo company page: revenue 331.8 bn USD (+17.8 %), operating profit 155.2 bn USD, EBIT margin 46.8 %, net income 133.7 bn USD and free cash flow 67.0 bn USD, with revenue and operating profit 2021–2026 — Key figures and their trend on a company page

From finding to a shareable story

Turn figures and findings into Visual Story cards or a company analysis document.

The source marked on every card
Company and industry analysis templates
Export to PDF, Word and Excel

Editing a Visual Story on Palantir's Q1 2026 profitability: card list, bar chart card and editing panel — A Visual Story being edited before it is shared

Go further

Worked example: UPM vs Stora EnsoRevenue, margins and cash flow for two companies, every figure from their annual reports.Clarifo in ChatGPT and ClaudeThe same research tools inside your AI assistant through MCP.Data APIKey figures, financial statements, comparison and screening over a REST API.

FAQ

Frequently asked questions

What does Clarifo cover?

Annual reports, interim reports and SEC filings of public companies in the United States, Finland and Sweden, with key metrics for 10+ years for US companies and 5+ years for most Nordic companies.

How do I know a figure is right?

Every figure links to the report page it came from. Open the citation and the page is shown next to the answer.

Can I use Clarifo inside ChatGPT or Claude?

Yes. The Clarifo MCP server gives ChatGPT, Claude and other MCP clients 42 read-only research tools. It is included in Standard and Pro.

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Search filings, retrieve financials and build source-backed analysis.

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