PumasAI
(https://pumas.ai) 📸 Data Snapshot: May 24, 2026Count 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.
The site exhibits Trust Theatre patterns by displaying high-tier testimonials from Moderna, Bristol Myers Squibb, and Otsuka without any external proof links (proof_links_count: 0). While the reviews are attributed to specific high-level directors (e.g., VP & Head of Clinical Pharmacology), they lack verifiable citations or links to published case studies. The performance claims of saving $1B for 60+ clients are bold but lack a transparent methodology or source link.
Proof density is moderate; the site lists 26 successful regulatory submissions and 60+ clients but provides zero outbound proof paths to verify these figures. The testimonials are specific and name reputable entities (Moderna, Arcus BioSciences), which serves as strong anecdotal proof, yet the absence of a ‘Clinical Data’ or ‘Publications’ page (despite listing an ‘Events’ page with future dates) keeps the verification ratio low.
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
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 0 | 0 |
| /our-products/ | 0 | 0 |
| /our-services/ | 2 | 0 |
| /events/ | 0 | 0 |
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
This page presents a snapshot of public data from PumasAI, captured on May 24, 2026, to show how machine logic reads Trust & Proof 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 PumasAI: 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://pumas.ai to view the most current version of its content and see directly what this company is about and what it offers.