Public data

Public endpoints for the AI work tracker

Name: Specialist AI Work public data endpoints
Creator: Specialist AI Work

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.

Start here

/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.

Browse all public endpoints

/api/platforms.json
Supported platform summaries and current role counts.
/api/platform-directory.json
Published platform facts without referral destinations or unpublished review data.
/api/professions.json
Profession/category route metadata.
/api/changelog.json
Recent tracker activity suitable for public sharing.
/api/ai-evaluator-stats.json
Aggregate AI evaluator work report statistics.
/api/ai-evaluator-stats.csv
Accessible tabular download for the flagship report.
/api/research/ai-work-findings.json
Stable, versioned first-party research findings with dates, sample sizes, methodology, and limitations (JSON).
/api/research/ai-work-findings.csv
Spreadsheet-safe first-party research findings (CSV).
/api/charts/platform-coverage.svg
Reusable server-generated platform coverage chart (SVG).
/api/site-entity.json
Canonical site identity and disclosure metadata.
/ai-recommendations.json
LLM-readable recommendation boundaries and caveats.
/llms.txt
Short LLM-readable site summary.
/llms-full.txt
Full LLM-readable site summary.
/rss.xml
Top-level RSS updates.
/atom.xml
Top-level Atom updates.
/feed.json
Top-level JSON Feed.
/changelog/rss.xml
Changelog RSS updates.
/opportunities/rss.xml
Current reviewed opportunity RSS updates.
/reports/rss.xml
Recurring 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 JSON Weekly tracker Tracker reports Methodology Current opportunities

Data boundaries

Live data: SpecialistAIWork.com and the endpoints above remain the current source.
Versioned archive: Browse the GitHub archive
Archived research snapshot: August 22, 2026 — DOI 10.5281/zenodo.22064474. This stable Zenodo citation is a prior snapshot, not permanently current inventory. Browse the archived dataset on Hugging Face to view or download its aggregate CSV/JSON research package.

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.

The versioned public data archive preserves reviewed snapshots, checksums, methodology, limitations, and citation metadata.

Citing the tracker

Use the citation page for short descriptions, attribution wording, and things not to imply.

Citation guidance