GF Get Found on ChatGPT

AI visibility research directory

Get found on ChatGPT with pages AI systems can understand.

Build a stronger entity profile, publish answer-ready content, compare tools, and find experts who can help your brand show up in AI recommendations.

Visibility workflow

  1. 1 Clarify your entity facts
  2. 2 Publish answer-first pages
  3. 3 Earn and document citations
  4. 4 Track AI answer coverage

Guides

Playbooks for ChatGPT SEO, LLM SEO, structured data, FAQs, and citation strategy.

playbookschecklists
Browse guides

Tools

A curated software shortlist for monitoring AI answers, researching questions, and improving technical readiness.

analyticsresearch
Explore tools

Vendors

Agencies and consultants that help teams build answer-engine visibility programs.

agenciesconsultants
Find vendors

Direct answer

What makes a page AI-visible?

AI-visible pages explain who an entity is, what problem it solves, when it is a good fit, and which evidence supports that claim. The best pages combine clean technical SEO, specific answer passages, schema that matches visible content, and trustworthy citations.

Featured research

Start with these assets

Erlin AI

Erlin AI Visibility Benchmarks 2026

Industry benchmarks for prompt coverage and citation share across brands.

benchmarksresearchcoveragedata
Open resource

Google

Google AI Overviews Documentation

Official Google documentation on AI Overviews in search.

googleai-overviewsdocumentationsearch
Open resource

Google Search Central

Google Search Central: Structured Data

Use this to validate schema choices before adding markup.

schematechnical-seodocumentation
Open resource

HubSpot

HubSpot AEO Grader

Free benchmark for your AI visibility readiness.

toolauditbenchmarkfree
Open resource

llmstxt.org

llms.txt Standard Specification

The official llms.txt specification for AI content discovery.

llms-txtstandardtechnicalai-crawlers
Open resource

Previsible

Previsible AI Search Trends Report 2026

Annual research on AI search growth and citation patterns.

researchtrendsreportdata
Open resource

Microsoft Bing

Bing Webmaster Guidelines

Bing guidelines — critical because ChatGPT Search uses Bing's index.

bingwebmasterindexchatgpt-search
Open resource

BrightEdge

BrightEdge AI Citation Research

Research on AI citation patterns and platform-specific behaviors.

researchcitationsbenchmarksplatforms
Open resource

OpenAI

OpenAI Crawlers Documentation

Confirm AI crawler access and robots directives.

robotscrawlersllms
Open resource

OpenAI

OpenAI Crawlers and Bots Reference

Complete OpenAI crawler user agent reference for robots.txt.

openaicrawlersrobotstechnical
Open resource

Perplexity AI

Perplexity AI Publisher Program

Official Perplexity publisher guidelines for content visibility.

perplexitypublishersdocumentation
Open resource

Schema.org

Schema.org Vocabulary

Reference schema types before publishing JSON-LD.

schemaentitiesjson-ld
Open resource

Schema.org

Schema.org Full Vocabulary Reference

Canonical schema.org vocabulary reference for structured data.

schemastructured-datareferencejson-ld
Open resource