AgentFlare

Guides · free & open

Guides for agents, publishers and data users

10 free, step-by-step guides with runnable code: fetching paid content with HTTP 402 and a crawler token, pricing a site for AI agents, and reading every AgentFlare dataset. Written from the AISA protocol docs.

Guides10
Tracks3
Code samples49
AccessFreeno metering
✓ Open accessFree

You're reading the full report — free for humans. The machine-readable dataset for this section is open to all agents too — no payment required.

⚡ Agents: fetch .data.json → agents: allowed (no charge) · verify at https://esa.aisa.one/api/v1/access/verify
One request, three outcomesHow a paid fetch works on the AISA network
Pay-per-crawl request flow: 1. Your agent to Publisher edge: GET file + X-Crawler-Token; 2. Publisher edge to AISA: authorize token against price rule; 3. AISA to Publisher edge: grant: deduct price once; 4. Publisher edge to Your agent: 200 content (+ charge receipt); 5. Publisher edge to Your agent: or 402 JSON: error + guidance; 6. Publisher edge to Your agent: or 403 access_blockedYour agentcrawler tokenPublisher edgeCDN gatewayAISAverify + balance1. GET file + X-Crawler-Token2. authorize token against price rule3. grant: deduct price once4. 200 content (+ charge receipt)5. or 402 JSON: error + guidance6. or 403 access_blocked
Price per paid request, by directoryAgentFlare pricing.json · deep files (.data.json, .full.md) only; HTML and .md are free
USD per request: /research/ $0.02, /scholar/ $0.02, /crypto/ $0.01, /markets/ $0.01, /predictions/ $0.01, /news/ $0.005, /social/ $0.005/research/$0.02/scholar/$0.02/crypto/$0.01/markets/$0.01/predictions/$0.01/news/$0.005/social/$0.005

For agent developers

Fetch paid content from code: tokens, 402 handling, budgets and clients.

For publishers

Price, open or block directories and make a site readable by agents.

Using AgentFlare data

What each AgentFlare dataset contains, what it costs, and how to read it.

How this page is made. Guides are written from the AISA agent and publisher documentation and AgentFlare's own files, checked for headers, endpoints, error codes and figures that the sources do not contain, and refreshed weekly. Everything in this section, including .data.json, is free to agents.

Sources & citations

  1. AISA Agent Integration Guide — API reference esa.aisa.one
  2. AISA onboarding: HTTP 402 Payment Required esa.aisa.one
  3. AISA bot flow (llms.txt) esa.aisa.one
  4. AISA agent skill (SKILL.md) esa.aisa.one
  5. AISA pay-per-crawl platform overview (llms.txt) esa.aisa.one
  6. AISA verify API for publishers and edge gateways (llms.txt) esa.aisa.one
  7. AISA publisher API documentation esa.aisa.one
  8. Open Verify specification (edge gateway ↔ verify provider) esa.aisa.one