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/*.

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Install

npm install @talocode/geolane

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

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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' })

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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.

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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.

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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

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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

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Talocode ecosystem

Part of Talocode — open-source workflow layers for builders. Explore sibling projects:

Project	What it is
ScreenLane	Screen-aware voice command layer
Tera	AI chat & assistant
Codra	Local coding agent
GateLane	MCP gateway & agent tool control plane
ContextLane	Context ingestion for persistent agents
MemoryLane	Persistent agent memory
SignalLane	X growth intelligence
ReplyLane	X reply opportunity intelligence
CrawlerLane	Crawler / SEO intelligence
WebDataLane	Web extraction to structured data
SearchLane	Search layer for agents
InvoiceLane	Invoicing tools
GeoLane	Geo intelligence (this repo)
UgcLane	UGC workflows
OpenSourceLane	Open-source distribution tools
StackLane	Builder stack platform
Tradia	Trading intelligence
Agent Browser	Browser automation for agents
Talocode	Org home & control plane
Skills	Shared agent skills
X Agent	X automation agent
LaunchPix	Launch tooling
ForgeCAD	CAD workflows
WorkLane	Work automation
ClipLoop	Clip / video loops

MCP-compatible agents integrate via each product's MCP server where available (Model Context Protocol).

More: github.com/talocode · talocode.site · docs.talocode.site

License

MIT

Support

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

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