# agentsite-static-version=2f414542-5d45-4e87-a5d6-cb93360fdcc2
# optimly.ai

> AI-optimized mirror of optimly.ai containing 50 pages totalling 42,574 words of clean markdown content, structured data, and semantic HTML. Original source: https://optimly.ai. Last updated: 2026-09-16T05:06:39.823Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Optimly | AI brand measurement and execution](/content/site-root.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it. (747 words)

## Articles & Blog Posts

- [Brand Authority: What It Is, What It Isn't, and Why It Matters](/content/ai-brand-authority/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Brand Authority measures how AI models understand, trust, and recommend your brand. It's not Domain Authority. Learn how it works, how to measure it, and how to build it. (1,255 words)
- [How AI Describes Metaform | Optimly](/content/brand/metaform/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Metaform is a self-hosted data fabric purpose-built for scalable, low-latency data integration, unification, and analysis. It enables SQL queries across di (597 words)
- [How AI Describes Gearbox Protocol | Optimly](/content/brand/gearbox-protocol/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Gearbox Protocol provides institutional credit infrastructure for tokenized real-world assets (RWAs) and stablecoins, offering services such as margin, pri (492 words)
- [AI Brand Authority: What 5,829 Brands Taught Us | Optimly](/content/blog/ai-brand-authority-5829-brands/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 58.4% of brands have strong AI presence; 7.5% are invisible. Data from scoring 5,829 brands across ChatGPT, Claude, Gemini, and Perplexity. (534 words)
- [Why AI Gets Your Brand Wrong (And How to Fix It) — Data from 5,829 Brands | Optimly](/content/guides/why-ai-gets-brands-wrong/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 60% of 5,829 brands are misrepresented by at least one AI model. Not unknown — misrepresented. The root causes are more systematic than most people think. (1,261 words)
- [From AI-Invisible to Recommended: B2B SaaS Case Study | Optimly](/content/case-studies/entering-ai-consideration-set/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., This cybersecurity company was invisible to AI. 90 days later, AI recommended them in 7 of 10 buyer-intent queries. Here's how. (1,172 words)
- [Sharp Positioning for AI | Optimly](/content/blog/sharp-positioning-ai/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., AI rewards sharp positioning over intent matching. Dominate one position, then expand. (2,206 words)
- [What Should a VP of Marketing Do When AI Recommends Competitors? | Optimly](/content/guides/ai-competitor-recommendations/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 45% of audited brands saw AI assistants name a competitor unprompted. The cause is retrievability, not quality — here is the four-step remediation framework, backed by data from 119 audited companies. (1,443 words)
- [How to Check What AI Says About Your Brand — The Actual Methodology | Optimly](/content/guides/how-to-check-what-ai-says-about-your-brand/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., The same methodology we've used to audit 5,829 brands. Walk through the 5 query categories, interpret your results, and understand why different AI models disagree. (1,265 words)
- [How to Fix Your Brand Reputation in AI Answers — What Actually Works | Optimly](/content/guides/how-to-fix-brand-reputation-in-ai/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., We've tracked 8,008 brand score changes in a single week. Here's what actually moves the needle on AI brand perception — and what doesn't — with data from 5,829 brands. (1,103 words)
- [How to Test If AI Understands Your Brand — Archetype Diagnostic | Optimly](/content/guides/how-to-test-ai-brand-understanding/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., AI doesn't just know your brand or not. There are four distinct ways AI can misunderstand you. The archetype diagnostic framework from 5,829 scored brands. (1,030 words)
- [How a B2B SaaS Fixed AI Categorization in 6 Weeks | Optimly](/content/case-studies/fixing-ai-categorization/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., AI called this enterprise SaaS a 'small business tool.' See what changed after six weeks of approved positioning and source improvements. (1,061 words)
- [How to Correct an AI Model That Misunderstands Your Company | Optimly](/content/guides/correct-ai-brand-descriptions/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., AI is describing your company wrong. Here's a step-by-step guide to diagnosing why and correcting the record across ChatGPT, Claude, Gemini, and Perplexity. (1,083 words)
- [Optimly vs Visibility Trackers | Optimly](/content/guides/optimly-vs-visibility-tracking/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Compare visibility tracking with Optimly's loop of diagnosis, owner-approved improvements, repeated buyer questions, and qualified-demand measurement. (675 words)
- [Perplexity SEO: How to Get Cited and Recommended by Perplexity AI | Optimly](/content/guides/fix-brand-reputation-perplexity/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Perplexity SEO playbook: get cited, recommended, and accurately described in real-time search. Business Profile is the primary source Perplexity should retrieve. (831 words)
- [How Optimly Turned Its Positioning Into an Organic Growth Engine | Optimly](/content/case-studies/optimly-organic-growth/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Optimly used BrandVault, grounded AI audits, and a proprietary data asset to grow signups from zero to ~7/week while AI-agent discovery grew 12× from launch to peak. (738 words)
- [Hal9 Results | 16x Traffic from AI Brand Fix | Optimly](/content/case-studies/hal9/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Hal9 went from AI invisibility to LLMs as #1 channel. Brand accuracy: 2.0 to 8.1. See Optimly's AI brand reputation case study. (639 words)
- [How to Rank in ChatGPT: Fix How It Describes Your Brand | Optimly](/content/guides/fix-brand-reputation-chatgpt/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., How to rank in ChatGPT: correct both parametric knowledge and browse mode so ChatGPT names and describes your brand accurately. Business Profile-anchored playbook. (761 words)
- [How to Fix Your Brand Reputation on Claude (Anthropic) | Optimly](/content/guides/fix-brand-reputation-claude/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Claude is conservative — it won't guess about your brand. Learn how to build the signal density and entity coherence Claude needs to describe you accurately. (603 words)
- [How to Measure AI Referral Traffic and Customers | Optimly](/content/guides/how-to-measure-ai-referral-traffic/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., A practical measurement model for separating AI crawler requests, answer retrievals, referral sessions, conversions, and assisted revenue. (505 words)
- [AI Brand Visibility Tracking: Measure What AI Says About You | Optimly](/content/guides/ai-brand-visibility-tracking/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., AI brand visibility tracking measures whether ChatGPT, Claude, Gemini, and Perplexity name your brand — and what they say. Powered by the Optimly Business Profile. (427 words)
- [Who is the primary buyer for Optimly? | Optimly](/content/answers/who-is-the-primary-buyer-for-optimly-ai/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Optimly is built for AI-native businesses, founders, and lean marketing teams — typically hands-on teams taking organic growth from zero to one without a dedicated SEO, AEO, or brand-positioning team. The defining characteristic is the team's operating model and growth stage, not its company size. (258 words)
- [AI Search Optimization for B2B SaaS | Optimly](/content/guides/ai-search-optimization-for-b2b-saas/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., A buyer-journey playbook for helping AI systems categorize, compare, and recommend a B2B SaaS product accurately. (518 words)
- [Weekly report archive · The Optimly AI Search Trends Index](/content/ai-index/archive/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Complete archive of weekly Optimly AI Search Trends Index reports. Each week is a permanent, crawlable page with its own JSON payload and OG image. (481 words)
- [How 5 AI Platforms Crawl Brand Data: What 111,286 Requests Taught Us | Optimly](/content/blog/how-ai-platforms-crawl-brand-data/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Server-side analysis of AI crawler behavior across OpenAI, Anthropic, Amazon, Perplexity, and ByteDance. From 111,286 weekly requests to the Optimly brand directory. (1,241 words)
- [Best Tools to Monitor Your Brand Across ChatGPT, Claude, Gemini & Perplexity (2026) | Optimly](/content/guides/ai-brand-monitoring-tools/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Honest 2026 comparison of AI brand monitoring tools: Optimly, Otterly.AI, Profound, Scrunch AI, AthenaHQ. Engines covered, verified starting prices, and how to choose. (1,249 words)
- [AI Brand Audit: What We Learned Scoring 5,829 Brands | Optimly Research](/content/research/ai-brand-audit-findings/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 60% of brands are misrepresented by AI. Analysis of 5,829 brand audits reveals how ChatGPT, Claude, Gemini, and Perplexity describe companies — and get them wrong. (1,538 words)
- [The State of AI Brand Representation 2026 | Optimly Research](/content/research/state-of-ai-brand-representation-2026/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Across 64,000+ profiled brands, AI materially misrepresents approximately 80% — and confuses roughly 1 in 18 (5.5%) with a different company entirely. Original Optimly research. (1,266 words)
- [Optimly AI Index | AI-Agent Retrieval Benchmark](/content/ai-index/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., See which topics AI agents retrieved, which agents accessed them, and how activity on Optimly compares with Cloudflare Radar. (803 words)
- [What 8,008 Brand Score Changes Reveal About AI Reputation Volatility | Optimly](/content/blog/ai-brand-reputation-volatility/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., For every brand that gained ground this week, six lost it. Analysis of 8,008 AI representation score changes reveals the default state of AI brand perception is decay. (1,392 words)
- [Free AI Brand Audit — Check What AI Says About Your Brand | Optimly](/content/ai-visibility-checker/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Run the same audit methodology used on tens of thousands of brands. See how ChatGPT, Claude, Gemini, and Perplexity describe your brand — free, instant results. (866 words)
- [Why ChatGPT Describes Your Company Wrong (Fix It)](/content/problems/ai-wrong-categorization/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 59.8% of AI brand errors are wrong categorization. If ChatGPT thinks your B2B SaaS is B2C, your pipeline is broken. Here's the fix. (1,405 words)
- [Directory Movers — This Week in the AI Brand Index | Optimly](/content/brand/movers/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., See which brands were just added to the AI Brand Index, which are most searched, and who claimed their verified profiles this week. (113 words)
- [The Queries People Use When They Realize AI Is Wrong About Their Brand | Optimly](/content/blog/search-demand-for-ai-brand-visibility/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 17,000 Google impressions from people searching for solutions to AI brand misrepresentation. Analysis of the emerging demand taxonomy for AI brand reputation. (1,170 words)
- [How to Audit Your Brand's AI Visibility — AI Representation Scoring Framework | Optimly](/content/guides/how-to-audit-ai-brand-visibility/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., A structured assessment framework for AI brand visibility. The AI representation scoring rubric, benchmarks from 5,829 brands, and step-by-step audit process. (1,081 words)
- [AI Brand Index Methodology — How Optimly Measures AI Retrieval](/content/ai-index/methodology/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Why Optimly built the AI Brand Index panel, how AI-agent retrievals are measured and classified, and how marketers can use buyer-topic paths for AEO and GEO content research. (1,002 words)
- [Why AI Language Models Get Brand Descriptions Wrong | Optimly Blog](/content/blog/why-ai-gets-brand-descriptions-wrong/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 59.8% of AI brand misrepresentation comes from wrong categorization. Here's the technical explanation of why ChatGPT, Claude, and Gemini get brands wrong — and what to do about it. (1,079 words)
- [5 Lessons from Hal9's 1,600% AI Traffic Growth | Optimly](/content/blog/hal9-ai-growth-lessons/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Hal9 went from invisible to AI-recommended. 5 lessons any B2B company can apply to grow from ChatGPT and Claude referrals. (921 words)
- [AI Recommendation Archetypes — What Kind of AI Brand Are You? | Optimly](/content/ai-recommendation-archetypes/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Optimly classifies brands into four AI Recommendation Archetypes — Phantom, Misunderstood, Known Not Chosen, and Recommended — based on observed AI Brand Index data. (293 words)
- [Why Your Demos Come In Confused (It's Not Your Website) | Optimly](/content/blog/confused-demos-ai-problem/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 40% of B2B demos start with wrong expectations because prospects researched you through ChatGPT first. Here's the pipeline fix. (916 words)
- [AI Brand Audit: What ChatGPT, Claude & Perplexity Really Say About Your Brand](/content/ai-brand-audit/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Run a free AI brand audit in 30 seconds. See how ChatGPT, Claude, Gemini, and Perplexity describe your company to buyers — before your buyers see it first. (746 words)
- [Brand Mentions in Perplexity, ChatGPT, and Claude: What's Actually Different | Optimly](/content/blog/brand-mentions-perplexity-chatgpt-claude/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., The same brand gets 3 different descriptions across 3 AI models. Server-side data on how crawler behavior drives different brand representations. (622 words)
- [Why AI Models Believe Wrong Things About Brands: The Parametric Problem | Optimly](/content/blog/parametric-vs-retrieved-brand-knowledge/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 59.8% of AI brand misrepresentation happens in parametric knowledge — the 'memory' baked into models during training. The two knowledge systems, explained with directory-scale evidence. (663 words)
- [Blog — AI Brand Reputation Insights | Optimly](/content/blog/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Insights on AI brand reputation, answer engine optimization, and how LLMs shape buyer perception. From the team building the AI Brand Index. (460 words)
- [How AI Describes Francisco Partners | Optimly](/content/brand/francisco-partners/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Francisco Partners is a leading global investment firm that specializes in partnering with technology and technology-enabled businesses. It provides flexib (511 words)
- [What 8,008 Brand Score Changes Taught Us About AI Brand Reputation | Optimly](/content/blog/8008-brand-score-changes/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 8,008 AI representation scores changed in one week. For every brand that improved, six declined. The data on information entropy and AI brand perception decay. (499 words)
- [Why AI Platforms Recommend Your Competitors Instead of You | Optimly](/content/blog/why-ai-recommends-competitors/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., 463 brands in our directory are Challengers — AI knows they exist but recommends competitors first. The mechanics of competitive displacement in AI. (583 words)
- [AI Query Planner — Map What Your Buyers Ask AI | Optimly](/content/ai-query-planner/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Generate a custom map of the high-intent buyer queries AI models answer in your category. Discover what your buyers ask ChatGPT and Claude. Free tool by Optimly. (350 words)
- [How AI Describes Braybrooke Beer Co. | Optimly](/content/brand/braybrooke-beer-co/index.html): Optimly measures how AI describes your brand against verified ground truth, then does the work to correct it., Braybrooke Beer Co. is a craft brewery specializing in premium lagers, offering a range of products like Keller, Helles, Pilsner, and Session lagers. They  (120 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives
- [AgentSite Network](https://agentsite.network/network.html): Public index of AgentSites and their machine-readable resources