GeoLane

AI Search Visibility Intelligence API — know if ChatGPT, Claude, Perplexity, and other AI systems can crawl and cite your site.

GeoLane is a Talocode product. Point it at a URL and get:

• Composite GEO score + grade
• AI crawler access matrix (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, …)
• Citation readiness (structure, schema, E-E-A-T, passage length)
• llms.txt detect / score / ready-to-publish draft
• Domain compare with winner + insights
• Prioritized action plan

v0.1 — Deterministic intelligence engine (HTTP + heuristics). No headless browser. Hosted on Talocode Cloud at /v1/geolane/*.

Install

npm install @talocode/geolane

export TALOCODE_API_KEY=tc_...
# optional
export TALOCODE_BASE_URL=https://api.talocode.site

Quick start (SDK)

import { GeoLaneClient } from '@talocode/geolane'

const geo = new GeoLaneClient({ apiKey: process.env.TALOCODE_API_KEY })

const report = await geo.audit({ url: 'https://example.com' })
console.log(report.score, report.grade, report.actions)

const draft = await geo.llmsTxt({ url: 'https://example.com' })
console.log(draft.draft)

Methods

| Method | Credits | Description | |--------|---------|-------------| | health() | — | Health check | | pricing() | — | Credit pricing | | capabilities() | — | Schema + endpoints | | audit({ url }) | 40 | Full GEO audit | | crawlers({ url }) | 15 | AI crawler allow/block matrix | | llmsTxt({ url }) | 20 | Score + draft llms.txt | | citationReadiness({ url }) | 25 | Page citation score | | compare({ urlA, urlB }) | 50 | Domain comparison |

Talocode Cloud SDK

import { Talocode } from '@talocode/sdk'

const tc = new Talocode({ apiKey: process.env.TALOCODE_API_KEY })
const report = await tc.geolane.audit({ url: 'https://talocode.site' })

CLI

npx geolane audit --url https://example.com
npx geolane crawlers --url https://example.com
npx geolane llms-txt --url https://example.com
npx geolane citation --url https://example.com
npx geolane compare --a https://a.com --b https://b.com
npx geolane pricing
npx geolane capabilities

Local engine commands (audit/crawlers/etc.) fetch public URLs from your machine — no API key required for local analysis.

Local server

GEOLANE_ALLOW_LOCAL_UNAUTH=true pnpm dev
# http://0.0.0.0:3030

| Method | Path | Credits | |--------|------|---------| | GET | /health | — | | GET | /v1/geolane/health | — | | GET | /v1/geolane/pricing | — | | GET | /v1/geolane/capabilities | — | | POST | /v1/geolane/audit | 40 | | POST | /v1/geolane/crawlers | 15 | | POST | /v1/geolane/llms-txt | 20 | | POST | /v1/geolane/citation-readiness | 25 | | POST | /v1/geolane/compare | 50 |

With TALOCODE_API_KEY set, POST routes charge Talocode Cloud credits.

Library (offline engine)

import {
  analyzeCitationReadiness,
  parseRobotsForBot,
  generateLlmsTxt,
  scoreLlmsTxt,
} from '@talocode/geolane'

const citation = analyzeCitationReadiness(html, 'https://example.com')
const draft = generateLlmsTxt({
  domain: 'example.com',
  title: 'Example',
  description: 'Demo site',
  url: 'https://example.com',
})

MCP (Talocode Cloud)

When connected to Talocode MCP:

• geolane_health / geolane_pricing / geolane_capabilities
• geolane_audit · geolane_crawlers · geolane_llms_txt
• geolane_citation_readiness · geolane_compare

Limitations (v0.1)

• HTTP fetch only (no Playwright / JS rendering)
• robots.txt root allow/disallow heuristic
• Does not scrape live ChatGPT/Perplexity answer panels for citations

License

MIT

Support

Open-source Talocode products are built and maintained by Abdulmuiz Adeyemo.

Sponsor: https://github.com/sponsors/Abdulmuiz44