Trust & Proof: AfterQuery – Signal Evidence & AI Readability

AfterQuery

(https://afterquery.com) πŸ“Έ Data Snapshot: June 21, 2026
Trust & Proof β€” 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.
9 Impact Weight: 20 / 100
45% Reputation

The site exhibits high trust theatre flags despite its technical substance. All four pages report review counts between 8 and 12, but proof_links_count is 0, indicating a lack of verifiable third-party review sources. Furthermore, the claim of ‘Powering every frontier AI research lab’ is a massive performance assertion that currently lacks an external proof path or client list.

Proof density is high regarding internal research but low regarding external validation. The site provides specific metricsβ€”such as a ‘+21.4% win-loss margin on GDPval’β€”and named papers, but the lack of outbound links to peer-reviewed repositories or Arxiv IDs in the metadata reduces the verifiable proof ratio compared to the volume of assertions.

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.

πŸ›‘οΈ Trust Signals β€” reviews, proof links, trust-theatre check
38Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 10 0
/research/ 12 0
/careers/ 8 0
/leaderboard/ 8 0
πŸ”— Identity & Technical Layer β€” schema JSON-LD: declared ratings, reviews & identity proof
Homepage β€” no schema detected (entity gap)
/research/ β€” no schema detected (entity gap)
/careers/ β€” no schema detected (entity gap)
/leaderboard/ β€” no schema detected (entity gap)