Identity & Authority: Live Better (American Thoracic Society) – Signal Evidence & AI Readability

Live Better (American Thoracic Society)

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

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Identity & Authority Expert verifiability & Schema depth.
8 Impact Weight: 15 / 100
53% Reputation

The primary authority gap is technical rather than substantive, as the site lacks any structured data (schema_json is null across all pages). There are no Person schema for specific experts, though the site identifies itself as a pilot project of the American Thoracic Society. While the lack of a digital footprint for individual clinicians is a technical omission, the institutional backing of the ATS and the Gawlicki Family Foundation provides significant non-structured authority.

There are no bold, unsubstantiated marketing performance claims such as ‘World’s best treatment’ or ‘Guaranteed recovery.’ Instead, the site makes modest, verifiable claims about its own data source, stating it is based on the AACVPR directory and updated by the ATS. The tone is informative and clinical, matching the evidence-based nature of the organizations it references.

Identity & Authority is read from the structured data first: whether the site declares who it is in machine-readable schema, with verifiable identity links. Below is the schema captured per page, then the external proof links that support (or fail to support) that identity.

🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps
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)
🛡️ Trust Signals — external proof links that back the declared identity
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
Explore the other reputation pillars for Live Better (American Thoracic Society)