HumanCyc
(https://humancyc.org) 📸 Data Snapshot: June 20, 2026Inspect 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.
Authority is explicitly established through the named presence of Principal Investigator Peter D. Karp and a massive list of peer-reviewed citations. The only minor gap is a lack of structured JSON-LD schema in the crawl, which would traditionally link these experts to their digital footprints, but the citation record is exhaustive and verifiable.
There is zero disconnect between claims and demonstrations. Marketing tone is non-existent; instead, the site uses technical tutorials and links to ‘Computational prediction’ papers to support its functionality. Claims are framed as scientific facts (e.g., the requirement of L-tryptophan for serotonin synthesis) rather than marketing promises.
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
🛡️ Trust Signals — external proof links that back the declared identity
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 7 | 1 |
| /[ORGID]/select-gen-el/ | 3 | 1 |
| /publications.shtml | 3 | 1 |
| /[ORGID]/class-tree/ | 3 | 1 |
This page presents a snapshot of public data from HumanCyc, captured on June 20, 2026, to show how machine logic reads Identity & Authority signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to HumanCyc: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://humancyc.org to view the most current version of its content and see directly what this company is about and what it offers.