Your blog post says "72% of marketers prefer email." That number came from a source that updated 14 months ago. The real figure is now 68%. Nobody flagged it. Readers cited your stale claim. Search engines indexed it. The error compounded.
LiquiChart treats every data point as a trackable entity. When the underlying source changes, the claim is flagged stale. When you correct it — or Living Content auto-corrects it — it moves to fixed. The lifecycle is automatic.
Last verified: 2 hours ago
Each type has specific extraction patterns and staleness rules.
Statistical
Percentages, ratios, and aggregate metrics.
Temporal
Time-referenced facts and date-bound assertions.
Comparative
Relative comparisons between two or more values.
Source Citation
Explicit references to external research.
Behavioral
User actions, patterns, and conversion metrics.
Preference
Stated opinions and survey-backed preferences.
A public claim page, exactly as it appears when shared or indexed by search engines.
72% of marketers prefer email over social media for lead nurturing
Our survey of 1,247 marketing professionals found that 72% rely on email as their primary channel for lead nurturing, compared to 18% who favor social media and 10% who prefer direct messaging platforms.
Status
VerifiedConfidence
92%
Type
Statistical
Verifications
3
Value
72%
Last Verified
March 28, 2026
First Tracked
February 12, 2026
Source
LiquiChartBlog Post
SaaS Marketing Statistics for 2026Paste a URL or publish an article. AI identifies every testable assertion: percentages, benchmarks, time-bound facts.
Each claim is classified by type and linked to its data source. Status updates automatically as data shifts.
When a poll shifts, a chart refreshes, or a source page changes — linked claims are flagged stale and corrections are proposed.
Claims are deduplicated across publishers. "Verified by 23 publishers" is a trust signal no individual can create alone.
AI Extraction
Paste any URL. AI identifies every testable claim with confidence scores and staleness risk assessment.
Originality Scoring
Claims classified as Original (your polls/charts), Sourced (attributed), or Unattributed. Your Originality Score shows how much content is first-party.
Consensus Network
Daily cross-publisher aggregation. See how many independent publishers verify the same assertion. Consensus badges on public claim pages.
Testability Scoring
6-factor assessment (0–100) determines if a claim can be tested via polls, GSC, GA4, or embed analytics. Links directly to experiments.
ClaimReview Schema
Public claim pages with ClaimReview JSON-LD markup. Structured data for search engines and AI systems.
Embeddable Claims
Compact inline widget showing status, consensus count, and verification date. Embed verified claims in any CMS.
Sources generate them. Content renders them. Consensus aggregates them.
Every claim in your content deserves a lifecycle. Start tracking, start verifying, start building trust.