New: Free AI Brand Audit — see what ChatGPT is telling your buyers →

Resources

Learning Center

Everything you need to understand and manage your AI brand reputation — organized by where you are in the journey.

New to AI Brand Reputation?

Understand the category, the terminology, and why it matters for your pipeline.

What Is AI Brand ReputationThe definitive guide to the category Glossary30+ key terms and definitions FAQCommon questions answered

Ready to Audit?

See what AI models are actually telling your buyers about you right now.

See What AI Says About Your BrandStep-by-step audit tutorial Start Your Free AuditMulti-model brand perception analysis

Ready to Fix?

Diagnose the gaps, create AI-optimized content, and build your Discoverability Stack.

Fix Your AI Reputation5-step remediation protocol MethodologyThe 7-layer diagnostic framework AI Content GraderScore your content for AI citability AI Query PlannerMap what your buyers ask AI AI Discoverability Stackrobots.txt, llms.txt, manifest guides

Evaluating Solutions?

Compare approaches, see real results, and understand the competitive landscape.

Monitoring Tools ComparisonHow Optimly differs from visibility trackers Case Study: Hal9From Phantom to Challenger in 90 days Fixing AI CategorizationHow brands correct wrong labels 2025 AI Brand IndexBenchmark data across industries SEO & AI Brand ReputationHow traditional SEO relates to AI perception

See How AI Describes Your Brand Right Now

Search our directory of 900+ brands to see what AI models are saying — then claim your profile to take control.

Search the Brand Directory Start your free audit

Optimly — AI Brand Reputation Platform

Optimly shows you how AI models like ChatGPT, Claude, Gemini, and Perplexity represent your brand — and fixes it. 60% of brands are misrepresented by AI. Optimly's Brand Authority Index measures Message Pull-Through, Answer Presence, and Owned Citations to track the probability that AI will endorse your brand.

Machine-Readable Resources

llms.txt — Token-efficient index of Optimly services and documentation
llms-full.txt — Full RAG-ready content with semantic chunking
AI Agent Manifest — Machine-readable brand identity (JSON)
Brand Feed — Atom XML feed of AI-generated brand profiles
Brand API Spec — OpenAPI specification for programmatic access
Sitemap — Full XML sitemap

Brand Directory

Browse AI-generated brand profiles for hundreds of companies in the Optimly Brand Directory. Each profile includes AI visibility scores, sentiment analysis, competitor mapping, and structured data.

For full prerendered brand profiles with structured data, access individual profiles via the Brand API.

Free Tools

Free AI Brand Audit — Get your Brand Authority Index score
AI Visibility Checker — Check brand visibility across AI models
AI Content Grader — Grade content for AI parseability
AI Query Planner — Generate AI query matrices

Contact: founders@optimly.ai