AI Visibility · GEO / AEO
Insights on getting found and cited by AI.
AI visibility (GEO/AEO) — get found and cited by ChatGPT, Claude & Perplexity.
- Aug 15, 2026 Reddit Citations Just Dropped 86% in ChatGPT. Here's What It Actually Means. Reddit's ChatGPT citation share collapsed ~86% in Aug 2026 but held in Google AI. Why single-source AI visibility is risky — and how to diversify.
- Aug 5, 2026 AI Visibility Statistics 2026: What We Found Auditing Real Business Websites Original 2026 data on AI visibility: 24-25% of local business sites block GPTBot, 42-57% have no structured data, and 44-63% are effectively invisible to AI answer engines. With sample sizes.
- Aug 1, 2026 AI Thought We Were a Roman Mineral — Here's How We're Fixing It We asked Perplexity what Specularis is. It described an ancient Roman mineral, not our company. That's the exact problem we fix for clients — here's how entity disambiguation works and how to fix it.
- Aug 1, 2026 Best AI Rank Trackers & AI Visibility Monitoring Tools in 2026 The best AI rank trackers and AI visibility monitoring tools in 2026: Profound, Peec AI, Otterly, Scrunch, Goodie. Pricing, who each fits, and why to audit before you track.
- Aug 1, 2026 Best GEO & AEO Agencies in 2026 (Generative & Answer Engine Optimization) The best GEO and AEO agencies in 2026, what each is best for, how much a GEO agency costs, and how to choose. An honest comparison including Specularis and the top content and tracking shops.
- Aug 1, 2026 Best Free AI Visibility (GEO/AEO) Audit Tools in 2026 Compare the best AI visibility tools for 2026: monitors like Profound, Peec, and Otterly vs a free audit that shows why you're invisible and what to fix.
- Aug 1, 2026 GEO vs SEO: What's the Difference? SEO ranks you in Google's links. GEO gets you cited inside AI answers. Here's how they differ, where they overlap, and why you need both in 2026.
- Aug 1, 2026 How Law Firms Get Cited by ChatGPT (AI Visibility for Attorneys) Get your law firm cited by AI: Attorney schema, Avvo and Justia profiles, reviews, and practice-area pages that answer client questions. The full playbook.
- Aug 1, 2026 How Real Estate Agents Get Found by AI (ChatGPT & Perplexity) Get found by AI as a real estate agent: Google Business Profile, RealEstateAgent schema, reviews, and Zillow. The full playbook, plus a free audit.
- Aug 1, 2026 How to Check if AI Can Find Your Website (Free) Check if ChatGPT and Perplexity can find you: robots.txt, schema, and off-site signals. Do it by hand, or run a free audit that checks all five in a minute.
- Aug 1, 2026 How to see which sources AI cites for your business Most business owners are asking the wrong question about AI. They want to know how to make ChatGPT like them. The question that actually decides whether you show up is different, and once you see it, the fix gets a lot clearer.
- Aug 1, 2026 AI Visibility: How to Get Found and Cited by ChatGPT, Claude & Perplexity (2026 Guide) The 2026 guide to AI visibility (GEO/AEO): the five pillars that get you found and cited by ChatGPT, Claude, and Perplexity, with checks to run today.
- Aug 1, 2026 Profound Alternative: Honest Options for AI Visibility in 2026 Looking for a Profound alternative? Honest comparison of Profound vs Specularis, Peec AI, Otterly, Scrunch, and Goodie, including free options and which fits founders vs enterprise.
- Aug 1, 2026 We Stress-Tested Our Own AI Visibility Audit. Here's Everything We Broke and Fixed. We tried to break our own free AI visibility audit the way a skeptic would. The full log: why Reddit scores 9/100, where the audit was wrong, and what we changed.
- Aug 1, 2026 What Is AEO (Answer Engine Optimization)? AEO, or Answer Engine Optimization, gets your business picked as the direct answer in ChatGPT, Perplexity, and Google AI. What it is and how to do it.
- Aug 1, 2026 What Is GEO (Generative Engine Optimization)? GEO, or Generative Engine Optimization, is how you get cited by AI answer engines like ChatGPT and Perplexity. How it works, and how it differs from SEO.
- Aug 1, 2026 What Is llms.txt and Do You Need One? llms.txt is a simple file that tells AI what your site is about. What goes in it, how to add it, and whether it actually matters for AI visibility.
- Aug 1, 2026 Why Isn't ChatGPT Recommending My Business? AI ignores your business for one of five reasons: crawl access, schema, content, corroboration, or technical setup. See which one, and how to fix it free.
- Jul 25, 2026 AI Visibility for Miami Real Estate Agents: The 2026 Guide How Miami real estate agents get found and cited by ChatGPT and Perplexity: crawler access, RealEstateAgent schema, and off-site proof. Plus local audit data and a free check.
- Jul 24, 2026 AI Visibility for Tampa Real Estate Agents: The 2026 Guide How Tampa real estate agents get found and cited by ChatGPT and Perplexity: crawler access, RealEstateAgent schema, and off-site proof. Plus local audit data and a free check.
- Jul 21, 2026 We Audited 51 Miami Real Estate Websites. Nearly 2 in 3 Are Invisible to AI. Original research: we audited 51 Miami real estate websites. 25% block GPTBot, 57% have no structured data, and 63% are effectively invisible to AI answer engines.
- Jul 18, 2026 We Audited 45 Tampa Real Estate Websites. 1 in 4 Blocks ChatGPT. Original research: we audited 45 Tampa real estate websites. 24% block GPTBot, 42% have no structured data, and 44% are effectively invisible to AI answer engines.