Every statistic, benchmark, and percentage in your content becomes a verifiable entity with a lifecycle. Extracted by AI. Monitored continuously. Each one knows when it was last true.
Our survey of 1,247 marketers found that 68% prefer email over social media for lead nurturing. Email delivers 3.2× higher conversion than paid social, and open rates have dropped 4 points year over year to 22%. According to Gartner, AI-augmented tools cut send time 41%.
The extractor classifies every claim. Type sets the staleness rule, the testability score, and how the claim is presented in prose.
A shareable URL with the claim text, the original quote, the lifecycle, and the sources. ClaimReview JSON-LD baked in for search engines and AI systems.
“Our survey of 1,247 marketing professionals found that 68% rely on email as their primary channel for lead nurturing, compared to 18% who favor social media and 14% who prefer direct messaging platforms.”
{
"@type": "ClaimReview",
"claimReviewed": "68% prefer email",
"datePublished": "2026-03-28",
"reviewRating": {
"ratingValue": 5,
"alternateName": "Verified"
}
}The extractor reads your prose and identifies every percentage, benchmark, time-bound fact, and source citation. Each one comes back with a type, a confidence score, and a link to the sentence it was lifted from.
A claim is an entity with state. When its source shifts past a threshold, it moves to Stale automatically. Apply a correction and it moves to Fixed. Hit its expiry window without re-verification and it Expires. The status is always honest.
Every claim is tagged Original (from your own polls or charts), First-Party (a number you measured yourself), Sourced (cited from a tracked publisher), or Unattributed (no source on record). Your Originality Score is the share that originates with you.
Designate a claim as the source of truth for a figure. Change it in one place and a correction is drafted for every post that cites it, queued for your review. Nothing publishes on its own.
A six-factor assessment per claim: is there a survey question that would settle it, a GSC or GA4 signal, an embed-analytics path. High-testability claims become candidates for an Experiment, one click and you are drafting the test.
For any sourced claim, follow the citation through up to 10 hops, from your post to wherever the trail ends: the primary source, a paywall, or a dead link. You see how deep the chain runs and whether the value held or mutated along the way.
Every claim has a permalink with full ClaimReview JSON-LD: the claim text, the original quote, the status, the value, the verifications, the sources. Indexable by search engines and AI systems. Shareable as a citation.
Every claim resolves at a public URL with ClaimReview JSON-LD baked in. Link it in prose, pull it through the CMS API, or let search engines and AI systems read the structured data. Status, value, and verification stay in sync at the source.
<!-- cite a claim anywhere; the permalink is public and indexable --> <a href="https://liquichart.com/claims/68-percent-marketers-prefer-email-kf82n3x1"> 68% of marketers prefer email </a> <!-- resolves to the live claim: value, status, verification history -->
Point the extractor at your top 50 posts. Get back every claim, ranked by staleness risk. Fix the loudest 10 before lunch.
The same 68% stat appears in 12 posts. One claim entity, 12 citations. When the source shifts, you know exactly what needs editing.
Public claim permalinks for every metric in your annual report. Auditors hover any number to see the source, status, and verification history.
Before publish, the editor flags any claim with low confidence, low testability, or no source. Catch them while you can still cite something.
High-testability claims that have gone stale become Experiment candidates. One click drafts a poll or a GSC-tracked test to resettle them.
Living Blocks cite claims. When a claim goes stale, the surrounding paragraph is queued for a rewrite. Provenance and prose update together.
Sources generate them. Content renders them. Experiments resettle them.
Every claim in your content deserves a lifecycle. Free to start, no card required.