OpenForBots self-audit
See real findings identified on OpenForBots, how they were corrected, what regression checks protect them, and what remains unproven.
Machine-readable JSON recordTrust Center
Inspect the evidence, operating boundaries, and correction routes
OpenForBots publishes the sources and policies needed to review how the product works. This center does not claim certification, independent assurance, or guaranteed AI-provider outcomes.
Current public release
Reviewable metadata and explicit limitations
The current product is stateless and evidence-first. Public reports expose their report, evidence-engine, and roadmap-rule versions, while this Trust Center links the policies and correction routes behind them.
- Product release
Release 0.9- Report contract
ofb-audit-r2.1- Evidence engine
ofb-evidence-r1-2026-08-02- Roadmap rules
ofb-roadmap-r2-2026-08-03- Last reviewed
- Persistence
- Anonymous audit snapshots retained for up to 30 days
Public trust surfaces
Review the product from source to policy
Each surface has a narrow purpose and avoids claims that the available evidence cannot support.
Methodology and change control
Review evidence labels, deterministic rules, known limitations, release contracts, and the material methodology changelog.
View methodology changesCitation Lab
See the exact prompts and manual method used to observe whether AI answer engines mention or cite OpenForBots, including negative and untested results.
Open the Citation LabCrawler reference registry
Inspect provider-documented crawler tokens, purposes, official sources, review dates, status, and common misconceptions.
Review llms.txtSecurity reporting
Use the private disclosure route for suspected vulnerabilities and inspect the machine-readable security contact policy.
Open security.txtPrivacy and data handling
Review the current stateless product posture, Cloudflare processing, routine request metadata, cookies, analytics, and user choices.
Review terms and limitationsCorrections and feedback
Report audit issues, outdated crawler references, unclear methodology decisions, or other reproducible public inconsistencies.
Email [email protected]Boundaries
What this Trust Center does not claim
- No certification, compliance badge, independent assurance opinion, or security warranty is asserted.
- No public technical check proves provider visitation, indexing, citation, ranking, recommendation, training use, traffic, or revenue.
- The self-audit JSON is operator-maintained and is not signed, tamper-evident, or a historical verification ledger.
- Published sources and policies can be challenged through the correction routes above.