{
 "version": 1,
 "generatedAt": 1787204486228,
 "access": {
  "mode": "open",
  "note": "Open to everyone while the catalogue is small. Subscriber keys are designed in and not yet enforced — see /db/#access.",
  "rateLimit": "none enforced; be reasonable"
 },
 "datasets": [
  {
   "id": "mi-real-estate-licensees",
   "name": "Michigan real estate licensees",
   "state": "sample",
   "tagline": "Every licensed salesperson, associate broker and broker in Michigan, from the state.",
   "entity": "real estate licensee",
   "coverage": "Michigan — statewide, all 83 counties",
   "authority": "Michigan LARA, Bureau of Professional Licensing",
   "sourceUrl": "https://www.michigan.gov/lara/bureau-list/bpl/license-lists-and-reports",
   "report": "FOIA - Real Estate Brokers/Salesperson List",
   "basis": "Public record. Published by the licensing authority for verification, generated live from MiPLUS.",
   "cadence": "Regenerate weekly; the source report is real-time",
   "method": "ingest",
   "fields": [
    "name",
    "licence",
    "role",
    "status",
    "issuedOn",
    "expiresOn",
    "brokerage",
    "brokerageLicence",
    "city",
    "county",
    "zip",
    "phone",
    "email",
    "yearsLicensed"
   ],
   "caveats": [
    "Licensees, not REALTORS®. NAR membership is a trade association matter and is not in any state record — every row says `associationMember: null` rather than guessing.",
    "Contact details are the ones on file with the state. A licensee may have moved brokerage since their last renewal.",
    "Brokerages and branch offices are separate records, not people. They are counted apart."
   ],
   "rows": 2885,
   "builtAt": 1787204486187,
   "sample": true,
   "api": "/db/api/v1/mi-real-estate-licensees/manifest.json",
   "page": "/db/mi-real-estate-licensees/"
  },
  {
   "id": "ca-agent-production",
   "name": "California agents, with production",
   "state": "sample",
   "tagline": "Agents with houses sold, active listings and price band, resolved across sources and licence-checked.",
   "entity": "real estate agent",
   "coverage": "Demonstration territory — Sonoma and Marin counties",
   "authority": "Brokerage sites under their own robots.txt, verified against the state registry",
   "sourceUrl": "/scraper",
   "basis": "Published pages crawled under a permit list; licences confirmed against the state.",
   "cadence": "On demand",
   "method": "crawl",
   "fields": [
    "name",
    "licence",
    "status",
    "brokerage",
    "city",
    "soldLast12",
    "activeListings",
    "avgSalePrice",
    "score"
   ],
   "caveats": [
    "This is the scraper's fixture world, not a live territory — the people are invented.",
    "Production figures on a brokerage page are the agent's own marketing copy. Every row carries `basis: self_reported`."
   ],
   "rows": 32,
   "builtAt": 1787204485728,
   "sample": true,
   "api": "/db/api/v1/ca-agent-production/manifest.json",
   "page": "/db/ca-agent-production/"
  },
  {
   "id": "nmls-loan-officers",
   "name": "NMLS loan originators",
   "state": "planned",
   "tagline": "Every licensed mortgage loan originator, by state, from NMLS Consumer Access.",
   "entity": "loan originator",
   "coverage": "National, by state",
   "authority": "NMLS Consumer Access",
   "sourceUrl": "https://www.nmlsconsumeraccess.org/",
   "basis": "Public record, published for consumer verification.",
   "cadence": "Not built",
   "method": "ingest",
   "fields": [
    "name",
    "nmlsId",
    "state licences",
    "employer",
    "city",
    "status"
   ],
   "caveats": [
    "Nothing is built. The route is understood; the work is not done."
   ],
   "rows": null,
   "builtAt": null,
   "sample": false,
   "api": null,
   "page": null
  },
  {
   "id": "state-real-estate-licensees",
   "name": "Real estate licensees, other states",
   "state": "planned",
   "tagline": "The Michigan pipeline pointed at the other forty-nine commissions.",
   "entity": "real estate licensee",
   "coverage": "By state, as each commission is confirmed",
   "authority": "Each state real estate commission",
   "sourceUrl": "/db/#requests",
   "basis": "Public record where the commission publishes a list; a records request where it does not.",
   "cadence": "Not built",
   "method": "ingest",
   "fields": [
    "as Michigan"
   ],
   "caveats": [
    "Every state publishes differently. Some hand over a bulk file, some have a lookup form and no export, some charge.",
    "Tell us which state you need and it goes to the top of the list."
   ],
   "rows": null,
   "builtAt": null,
   "sample": false,
   "api": null,
   "page": null
  }
 ]
}