Public data first
Official APIs / official URLs / fetched dates
No scraping dependency
Public API DBUpdated 2026/10/06 18:10
Methodology / DB policyUpdated 2026/09/09
Methodology
Public APIsUse-case fitAd separationAI-readable
Evaluation Rules
Field-level verification
Pricing expires after 30 days; overview/features after 90
Official source, date and exact field value. Separate from API sync and URL reachability
Listing price changes
Comparison with the previous listing text
No listing change does not prove official price stability
Use-case fit
Support / automation / RAG / dev tools
Name order; no review aggregate
Ads separated
affiliate_click / sponsored rel
No affiliate score boost
Regression gates
build / data contract / sitemap / llms
No article structure comeback
Updates and quality checks
1ResearchButterfree / GitHub 120+ / HF 180+ / PH 30+
2ExecuteCodex / Arceus / Fix UI, routes, and data conflicts
3AnalyzeScorecard / GSC + GA4 events
4ReflectArceus / contract / llms / sitemap / redirects
Ads / Partners
Chatbase / MakePR labelsRanking separatedEvent tracking
Limits
Popularity is not adoption successPricing changesSupport variesPH commercial reuse needs permission