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Open data · JSON

AskBaily data endpoints

Programmatic JSON access to AskBaily's pillar catalog, regulatory-entity registry, topic clusters, city inventory, matched-pro directory, and original research. CC-BY-4.0 licensed for reuse with attribution. Regenerated at every build — the snapshots here track the production state.

68 pillars
Pillars
/data/pillars.json

68 Tier-1 regulatory + cost pillars across 34 cities. Each entry: path, city, locale, keyword, wave, updated date, canonical URL.

pillarsseoregulatory
94 entities · 9 canonical
Regulatory
/data/regulatory.json

Full 95+ entity registry (CSLB, Title 24, NYC DOB, AZ ROC, Party Wall Act, WA L&I, NSW Fair Trading, FL CILB, BCA Singapore + many more). 9 have canonical /regulatory/{slug} pages with DefinedTerm schema.

regulatorydefined-termlicensing
4 topic hubs
Topics
/data/topics.json

4 cross-city topic-cluster hubs (ADU, seismic retrofit, historic renovation, basement waterproofing). Each with member pillar paths.

topicscross-city
34 cities
Cities
/data/cities.json

34-city inventory across 5 continents with live-status classification (live / ramping / wave-1 / staged).

citiesgeographyinternational
1 pro (Netanel Presman, LA)
Pros
/data/pros.json

Matched-pro directory. CSLB/state-regulator license numbers, BBB rating, specialty tags, service area.

contractorsdirectory
1 report (LA 2026 cost report)
Research
/data/research.json

Original AskBaily research publications. Each with data sources, temporal coverage, spatial coverage, CC-BY-4.0 dataset license.

researchdatadataset
118 jurisdictions · 6 automated
License Verifier Coverage
/data/license-verifier-coverage.json

Wave 207 research dataset — 118 contractor-licensing jurisdictions spanning US, Canada, UK, Ireland, Australia, New Zealand, APAC, MENA, and LATAM. Each entry ranks programmatic-access cost (EASY/MEDIUM/HARD/BLOCKED) and flags AskBaily's automated-verify status. Companion writeup at /research/contractor-licensing-complexity-2026.

licensingresearchdatasetCC-BY-4.0
30 queries · 4 engines · weekly refresh
AEO Scorecard
/data/aeo-scorecard.json

Wave 211 live transparency dashboard — per-query citation share across ChatGPT Search, Perplexity, Google AI Overview, and Claude Web. Updated weekly. Honesty-first: queries that have not yet been probed read cited: null (not false). Public dashboard at /ai-overview-scorecard · methodology at /methodology/aeo-scorecard.

AEOcitation-sharedatasetCC-BY-4.0
8 endpoints
Index
/data/index.json

Discoverable index of all endpoints above with URLs, counts, and descriptions.

indexmeta

License + usage

All endpoints are licensed CC-BY-4.0. Reuse, remix, or redistribute — just credit “AskBaily” with a link back to askbaily.com. The data is a snapshot of production state at build time; reach out via /contact if you need a stabilized version-pinned feed for an integration.