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What's this leaving out?

Paste anything. Frame Check names the perspective it takes, the angles it omits, and checks its numbers against authoritative sources where coverage exists. The frame, made visible.

Example output
Frame Check

Promotional text presenting the topic through consistently positive framing and superlative language. 1 of 6 sentences source-attributed, but 5 numerical claims lack attribution. Asserts value without detected discussion of downside scenarios, who is affected, or what is unknown. The reader is positioned as a buyer, not an evaluator of evidence.

Perspectives with no markers detected:
risks What could go wrong? stakeholders Who is affected? uncertainty What is unknown?

Every result names specific frame patterns from the library and checks numerical claims against authoritative sources (SEC EDGAR, World Bank, and others). Coverage varies by domain.

Analyzed in this session only. Your text is not stored. How your data is handled.

Free with a daily limit per visitor. Helps keep it that way. Run locally for unlimited use.

0 / 20,000
+ Add source material checks numerical claims against this source
+ Tighten the analysis topic and second version for stability comparison

A short subject line. Improves source routing for ambiguous claims.

Numbers that change between regenerations were not reliably retrieved by the model.

What this measures

Computational measurements first. LLM grounding when APIs cannot resolve.

Framing fingerprint

Five analytical dimensions, measured by regex and word lists.

  • Coverage: which of five analytical categories the text addresses
  • Temporal orientation: past, present, or future framing in percentages
  • Voice: prescriptive, promotional, analytical, descriptive, advisory
  • Epistemic basis: sourced vs unsupported numerical claims
  • Claim density: hedged, unhedged, predictions, layered structure

Source network

Authoritative data sources queried per claim, in priority order.

  • SEC EDGAR: US public company filings
  • World Bank: country statistics, development indicators
  • FRED: US macroeconomic time series
  • REST Countries: demographics, geography
  • CoinGecko: crypto prices and market caps
  • Alpha Vantage: equity fundamentals
  • Wolfram Alpha: physical and computational facts
  • Wikipedia: encyclopedic reference
  • Brave Search: fallback for everything else

Privacy by construction

Not a promise. The schema cannot represent your text.

  • Never stored: your text, your source material, your topic string
  • Never trained on: nothing you paste reaches a training pipeline
  • Never logged: no IP address, no email, no fingerprint
  • What is recorded: counts and categorical summaries only, contributing to the Frame Check Corpus