Sentence-by-sentence source finder

Paste an AI response.
We cite every sentence.

LM Arena does not summarize the text or hunt for generic references. It reads the response in order, merges continuation lines into complete sentences, and cites and fact-checks each one with hierarchy-aware source ranking, claim-match scoring, and AI verification with keyword backfill for any gaps.

How it works

From paste to dossier in four steps

  1. Paste the response

    Drop the full AI output into the manuscript editor. Continuation lines are merged into complete sentences, and each sentence becomes its own numbered inspection unit.

  2. Extract claims

    Each sentence is classified as factual or transitional, tagged with a subject category (medical, legal, corporate, news, heritage) and risk flags for numbers, dates, comparisons, causal claims, and superlatives. Transition lines are still listed with sources for annotator review.

  3. Search & verify

    Each claim is searched in order: DuckDuckGo, OpenAlex, Serper/SerpAPI (if enabled), Wikipedia, then Google News RSS — with nearby lines as context. Paid providers can also run as fallbacks. Results are deduplicated and ranked by source authority tier first, then claim-match score. If a medical, legal, corporate, or news claim lacks an authoritative source, targeted site: queries fire against regulators, statutes, filings, and wire services before a verdict is assigned.

  4. Review the dossier

    Every sentence appears in a folio card with its verdict, confidence, authority-ranked sources, and stance. Filter, copy footnotes, or save for later.

Features

Everything you need to verify AI output

Search providers

Multiple backends, one pipeline

Each claim is queried across multiple sources. Results are deduplicated, then ranked by source authority tier before claim-match relevance, so official and primary sources surface first.

Verdicts

Outcomes for every claim

Each factual sentence receives a verdict with a confidence percentage and a written explanation. The dossier rolls up an overall summary — well supported, partially supported, mixed results, unsupported, contradicted, or nothing to verify.

Fact-check verdicts

Supported Partially supported Unsupported Contradicted Unverifiable Mixed evidence Transition Checking

Source status

Sourced Partial No match

Claim tags

Medical Legal / policy Corporate Current events Cultural heritage Numbers Dates Comparison Causal claim Superlative

Ready to inspect

Every sentence deserves a source.

Paste an AI response and get a fully cited, fact-checked dossier — sentence by sentence.