Trust & Proof: Live Better (American Thoracic Society) – Signal Evidence & AI Readability

Live Better (American Thoracic Society)

(https://livebetter.org) 📸 Data Snapshot: May 30, 2026
Trust & Proof — The Lens

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Trust & Proof Verifiable evidence vs. Trust Theatre.
20 Impact Weight: 20 / 100
100% Reputation

The site exhibits zero trust theatre patterns, with no unverified five-star reviews or empty award claims. While the review_count is effectively 0, the site provides strong proof paths through outbound links to established medical journals and national institutes. The trust_theatre_flag is false across all analyzed pages, reflecting a site that relies on institutional authority rather than social proof gimmicks.

Proof density is high due to the naming of 6+ major medical organizations and linking to their official domains (e.g., lung.ca, nhlbi.nih.gov). Across only 4 pages, the site provides specific references to a 501(c)(3) foundation and a directory validated by a national association. This ratio of verifiable organizational references to total text indicates a site built on substance rather than promotional filler.

Trust & Proof is read by weighing trust language against real verification. Below is the page-by-page tally of review mentions and external proof links, then the schema markup that may (or may not) declare verifiable ratings and identity proof.

🛡️ Trust Signals — reviews, proof links, trust-theatre check
1Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 0 2
/directory/ 0 2
/awareness-tools/ 0 2
/non-ats-resources/ 1 2
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage — no schema detected (entity gap)
/directory/ — no schema detected (entity gap)
/awareness-tools/ — no schema detected (entity gap)
/non-ats-resources/ — no schema detected (entity gap)
Explore the other reputation pillars for Live Better (American Thoracic Society)