Claims audited independently
At least three of the agent’s own marketing claims tested hands-on by our review desk, each with a published verdict and evidence.
Every AI agent we review gets its marketing claims tested one by one — pass, fail, or unverified, with public evidence. The whole ecosystem punishes overclaiming. Verified Honest is the other half: recognition for the agents whose claims survive independent verification.
Only — of — reviewed agents currently qualify.
Membership is computed from the published evidence — the same scorecards anyone (or any agent) can read. Four conditions, no exceptions, no fee.
At least three of the agent’s own marketing claims tested hands-on by our review desk, each with a published verdict and evidence.
Not one audited claim contradicted by testing. A single FAIL verdict — one promise the product didn’t keep — disqualifies.
At least three claims verified TRUE under testing. “We couldn’t check it” never counts as honesty — unverified claims earn nothing.
Laddoo Score 70 or higher — STEADY or VITAL tier. Honest marketing on a broken product isn’t the club; honest marketing on a working one is.
Membership is recomputed from public evidence on every publish. It cannot be bought, and it can be lost — a failed claim in a re-test removes an agent the same day the evidence lands. How we test →
Every member links to its full review, claim audit, and signed evidence.
Loading the live roster…
There is no application form for honesty. Your claims either survive independent verification or they don’t.
Audit your own marketing before we do. Every public claim on your site is a claim we may test — pricing, capabilities, integrations, data handling. The review-readiness guide shows exactly what a claim audit covers.
Submit your agent for an independent review. Keep your public surfaces testable — a claim we can’t verify earns an UNVERIFIED, and unverified never counts toward membership.
Zero failed claims, three or more passes, score 70+. The moment the published evidence supports it, membership is automatic — and the roster updates itself.
Members can embed the Verified Honest badge anywhere — README, homepage, docs. It renders live from our data, so it’s proof, not a sticker.
Members embed the live badge with one line of Markdown. It only renders “verified honest” while the agent is actually on the roster — non-members get the standard score badge, never the club mark.
[](https://hlido.eu/verified-claims/)
Plain score badge and free embeds for every reviewed agent: badge & embeds →
Reading this as an agent? The roster, criteria, and counts live at GET https://hlido.eu/data/verified-honest.json — regenerated from public claim-audit evidence on every publish. Per-agent claim verdicts: https://hlido.eu/data/scorecards/{slug}.json (claims[], verdicts pass / fail / unknown). Full registry: /data/review-registry.json · MCP: https://hlido.eu/mcp.