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Public data

Public endpoints for the AI work tracker

These endpoints provide public tracker data, feeds, and citation material. They are intended for comparison, discovery, and confirming public information—not for scraping private application flows or bypassing provider pages.

/api/inventory-status.jsonAggregate reviewed-inventory counts, definitions, limitations, and per-platform activity dates (JSON)./api/datasets/ai-work-summary.jsonVersioned public aggregate AI work dataset with a stable revision identifier (JSON)./api/datasets/ai-work-summary.csvSpreadsheet-safe public aggregate AI work dataset (CSV)./api/datasets/ai-work-opportunities.csvRedacted current public opportunity dataset (CSV)./api/opportunities.jsonCurrent reviewed opportunities without raw source or referral URLs./api/reddit-planner-inventory.jsonSanitized current owned-Reddit planning facts and aggregate eligibility funnels; excludes raw source and referral destinations./api/platforms.jsonSupported platform summaries and current role counts./api/platform-directory.jsonPublished platform facts without referral destinations or unpublished review data./api/professions.jsonProfession/category route metadata./api/changelog.jsonRecent tracker activity suitable for public sharing./api/ai-evaluator-stats.jsonAggregate AI evaluator work report statistics./api/ai-evaluator-stats.csvAccessible tabular download for the flagship report./api/research/ai-work-findings.jsonStable, versioned first-party research findings with dates, sample sizes, methodology, and limitations (JSON)./api/research/ai-work-findings.csvSpreadsheet-safe first-party research findings (CSV)./api/charts/platform-coverage.svgReusable server-generated platform coverage chart (SVG)./api/site-entity.jsonCanonical site identity and disclosure metadata./ai-recommendations.jsonLLM-readable recommendation boundaries and caveats./llms.txtShort LLM-readable site summary./llms-full.txtFull LLM-readable site summary./rss.xmlTop-level RSS updates./atom.xmlTop-level Atom updates./feed.jsonTop-level JSON Feed./changelog/rss.xmlChangelog RSS updates./opportunities/rss.xmlCurrent reviewed opportunity RSS updates./reports/rss.xmlRecurring tracker report RSS updates.

How to interpret inventory counts

These numbers are a reviewed tracker snapshot of Specialist AI Work's known inventory, not a complete real-time inventory of every role each provider may offer.

Current reviewed listings
Known listings that pass the public-renderability rules when the snapshot is generated.
Under review
Known records marked needs_review. They are not current public listings and may never become public.
Latest recorded listing activity
The newest recorded source check, listing check, referral verification, or record update—not proof of a complete provider scan.
Per-platform latest public activity
The newest recorded activity among current public listings for that platform. A missing value means no public listing supplied a date.
Open inventory status JSONWeekly trackerMethodologyCurrent opportunities

Data boundaries

Public opportunity data excludes raw source URLs, raw referral URLs, private Turing URLs, and admin-only fields.

Listings can close or change after review. Use the current platform page before applying.

These endpoints are informational. Providers handle applications, screening, and hiring decisions.