AI Visibility Insights | Mentionable
AI Visibility Insights
Learn how to get your brand mentioned by ChatGPT, Claude, Perplexity, Gemini, Copilot, Google AI Mode, and Google AI Overview.
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AI Overview Checker: How to Check If Google Cites Your Brand (2026)
AI Overview checkers tell you if Google AI Overviews cite your brand. Free tools, paid options, and how to read the data. The 2026 guide for SEO teams. Read more
AI Search Visibility Tools 2026: Track Perplexity, AI Mode, SearchGPT
10 AI search visibility tools that track your brand on Perplexity, Google AI Mode, AI Overview, SearchGPT, and Copilot. Pricing from free to $300+/mo. Pick the right one. Read more
AI Search Engine Optimization: The Complete Guide for 2026
How to optimize your brand for AI search engines like ChatGPT, Perplexity, Gemini, and Google AI Overviews. A practical guide to AI SEO. Read more
ChatGPT Traffic: How It Actually Works
ChatGPT is sending traffic to websites. But the mechanics are different from Google. Here's what you need to understand to capture it. Read more
SEO vs GEO: What's the Difference?
Search Engine Optimization got you here. Generative Engine Optimization will keep you relevant. Here's what's actually changing and why it matters. Read more
Best AI SEO Tools 2026: Traditional Platforms vs AI-Native
Best AI SEO tools 2026: Semrush AI, Ahrefs Brand Radar, Surfer SEO vs AI-native trackers. Pricing $20 to $250/mo. Generative AI SEO software compared. Read more
15 Best AI Visibility Tools in 2026 (Pricing, LLMs, Use Cases)
15 best AI visibility tools compared in 2026. Pricing from free to $2,000+/mo, LLM coverage (ChatGPT, Perplexity, Gemini, Claude, Copilot, AI Overview), use cases. Pick the right tracker. Read more
Best GEO Tools 2026: Stack for Generative Engine Optimization
Best generative engine optimization tools for 2026. Tracking + content + schema + llms.txt + AEO. Build a complete GEO stack from $50 to $300/mo. 15+ tools compared. Read more
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How Much Does a GEO Agency Cost in 2026? Real Pricing Ranges
Real GEO agency pricing in 2026: one-shot audits from $2,000-$4,500, retainers from $1,500-$8,500/month, ranges by scope and the factors that drive the price. Read more
GEO Agency vs In-House: What Should You Choose in 2026?
Honest comparison between hiring a GEO agency and building the AI visibility capability in-house. Costs, timelines, profiles required and signals to decide. Read more
GEO Agency vs SEO Agency: What's the Difference in 2026?
An SEO agency and a GEO agency don't deliver the same work. Methodology, tracking stack, signals measured and pricing differ — here are the criteria to choose. Read more
How to Evaluate a GEO Agency Before Signing: 2026 Checklist
Concrete checklist to evaluate a GEO agency before signing: LLM coverage, methodology, tracking stack, case studies, red flags. Avoid rebadged SEO agencies. Read more
How to Get Cited by AI Models (ChatGPT, Perplexity, Gemini) in 2026
Concrete methodology to get your brand cited by LLMs: authority, sources, fan-out queries, structured content, measurement. Plus when to bring in a GEO agency. Read more
How to Pick a Generative Engine Optimization Course in 2026 (The Evaluation Grid)
GEO is too young to have academic standards. Here's the concrete grid to evaluate any GEO training before committing, free or paid. Read more
Generative Engine Optimization Strategy: The 5 Choices That Shape a Serious GEO Plan
A GEO strategy boils down to five structural choices: scope of brands, LLM stack, content architecture, iteration rhythm, tooling. How to settle them before executing. Read more
GEO Ranking Explained: How AI Engines Pick What They Recommend
GEO ranking doesn't work like SEO. Here are the signals AI engines weigh to decide what to cite, and why a top Google rank no longer guarantees anything. Read more
How Generative Engine Optimization Works: Why LLMs Don't Cite What Google Indexes
An LLM never searches your query as-is. It decomposes, reads selectively, extracts in chunks. Understanding that logic changes how you structure a site for AI. Read more
How to Choose a GEO Agency in 2026 (and When Not to Hire One)
The GEO agency market is exploding and quality varies wildly. Here are concrete criteria to evaluate a Generative Engine Optimization agency, and the cases where DIY or training beat hiring. Read more
How to Learn Generative Engine Optimization in 2026: The 3 Possible Paths and How to Choose
Self-learning, structured training, or delegating to an agency: each path has a real cost, a drop-off rate, and a different rhythm of results. Here's how to pick based on your situation. Read more
AI Competitor Visibility Analysis: 2026 Playbook
Your competitor shows up in ChatGPT, you don't. Step-by-step audit, 6 metrics to track, 2026 benchmarks, and a clear action plan. Read more
Remove Your Data from ChatGPT, Google AI, Meta (GDPR Guide 2026)
Step-by-step GDPR data removal: OpenAI, Google, Meta forms. Article 17 templates, robots.txt blocks for GPTBot and Google-Extended, what actually works. Read more
Are AI Visibility Trackers Reliable? Limitations You Should Know
AI visibility trackers are useful but imperfect. Here's what they can and can't tell you, and how to interpret the data without overreacting. Read more
ChatGPT Plugin Analytics: What Developers Can (and Can't) Track
OpenAI's GPT Store doesn't offer robust analytics. Here's what visibility data is available for plugin developers and how to track your ChatGPT presence. Read more
ChatGPT Publisher Partnerships: How to Get Your Content Into ChatGPT Search
OpenAI's publisher partnership program gives select websites priority placement in ChatGPT Search. Here's how it works and what it means for everyone else. Read more
Claude Analytics for Developers: Can You Track How Claude Mentions Your Brand?
Anthropic's Claude doesn't offer developer analytics for brand mentions. Here's what's available, what's not, and how to monitor your Claude visibility. Read more
Does Google Penalize AI Content? Official Policy Explained (2026)
Google says AI content is fine if it's helpful. Here's what Search Central actually states, what gets penalized, and how to use AI without losing rankings. Read more
Have I Been Trained? Free Tool to Check AI Training Data (2026)
Free tool by Spawning AI: search LAION-5B to see if your images trained Stable Diffusion. Opt-out tactics plus what it covers vs visibility tracking. Read more
ChatGPT Citations: 8 Tactics to Get Cited by AI in 2026
Want ChatGPT to cite your site? 8 concrete tactics based on real citation data, with examples of pages that get picked and pages that get ignored. Read more
AI Visibility vs AI Observability: What's the Difference?
AI visibility and AI observability sound similar but solve completely different problems. One is for marketers, the other is for engineers. Here's the distinction. Read more
Free AI Visibility Checker: See If AI Recommends Your Brand
Check your AI visibility for free. Find out if ChatGPT, Perplexity, and other AI platforms mention your brand when customers ask the questions that matter. Read more
Generative Engine Optimization (GEO): The Complete Guide
Everything you need to know about GEO. What it is, why it matters, the Princeton framework, practical strategies, and tools to get started. Read more
GEO Courses and Certifications: Where to Learn Generative Engine Optimization
A curated list of GEO courses, certifications, and training programs. Learn generative engine optimization from structured programs, free resources, and expert-led workshops. Read more
GEO Services and Agencies: Who Offers Generative Engine Optimization
A practical overview of GEO agencies and service providers. What GEO services include, how to evaluate providers, and what to expect in terms of cost and results. Read more
GEO Statistics 2026: AI Search Data, Adoption Rates, and Benchmarks
Key GEO statistics for 2026. AI search adoption rates, generative engine optimization benchmarks, market size data, and research findings that shape GEO strategy. Read more
AI Mentions Are the New Backlinks. Here's Why.
Backlinks drove SEO authority. AI mentions are driving GEO authority. The parallel is striking, and the implications are massive for how you build visibility. Read more
From SEO to GEO: A Practical Migration Guide for 2026
GEO doesn't replace SEO. It builds on it. Here's a step-by-step guide to adding Generative Engine Optimization to your existing strategy. Read more
AI Visibility ROI: Is Tracking It Actually Worth It?
Honest take on when tracking AI visibility makes sense, when it doesn't, and how to think about the return on investment. Read more
You're Losing Clients to Competitors AI Recommends (Not You)
Your competitors are being recommended by ChatGPT and other AI platforms for the queries your clients are asking. Here's how to find out and fix it. Read more
Why Your Website Is Invisible to AI (And How to Fix It)
AI platforms skip your site when recommending solutions. Here are the six most common reasons for AI invisibility and a practical diagnostic to fix each one. Read more
AI Overviews Are Killing Clicks. Here's What to Do Instead
Google AI Overviews are reducing click-through rates across the board. But it's not the end. Here are practical strategies to adapt and stay visible. Read more
The Future of SEO After AI: What's Changing, What's Not
AI is reshaping search, but SEO isn't dead. Here's a balanced take on what stays the same, what's changing, and how to adapt your strategy. Read more
SearchGPT and SEO: What You Need to Know
OpenAI's SearchGPT changes how content gets discovered. Here's how it selects sources, cites them, and what it means for your SEO strategy. Read more
AI Visibility for Local Businesses: Why It Matters Now
People are asking ChatGPT for local recommendations. Dentists, plumbers, restaurants. Is your local business showing up? Here's why it matters and what to do. Read more
What Is Google AI Mode? Impact on SEO and Citations (2026)
Google AI Mode replaces blue links with conversational answers. What it changes for your traffic, your citations, and how to keep appearing in 2026. Read more
Perplexity Shopping: How AI Is Changing Product Discovery
Perplexity's shopping features are changing how people discover products. Here's what it means for brands and how to show up in AI-driven product recommendations. Read more
AI Traffic vs Google Traffic: How They Convert Differently
AI traffic and Google traffic don't behave the same way. Lower volume, higher intent, harder to track. Here's how each converts and what it means for your strategy. Read more
AI Visibility Benchmarks 2026: What 'Good' Actually Looks Like
What percentage of AI prompts should mention your brand? Here are realistic benchmarks by industry so you can stop guessing and start measuring. Read more
How Often Do ChatGPT Recommendations Change? (We Tracked 500 Prompts)
AI recommendations aren't static. We tracked 500 prompts over 90 days to see how often ChatGPT changes its top picks. The results were surprising. Read more
Is AI Search Actually Replacing Google? What the Data Shows
AI search is growing fast, but is it really replacing Google? The data paints a more nuanced picture. Here's what's actually happening and what it means for your business. Read more
ChatGPT vs Perplexity 2026: Why They Cite Different Brands
We ran 50 prompts on ChatGPT and Perplexity. The top brand matched only 42% of the time. Here's what drives the gap and how to win both. Read more
Do AI Chatbots Actually Recommend Small Businesses?
Think AI only recommends big brands? The data tells a different story. Small businesses get recommended more often than you'd expect, if they get one thing right. Read more
You Ran an AI Visibility Check. Now What?
You checked if AI mentions your brand. Here's how to interpret the results and take action, whether you're visible, invisible, or somewhere in between. Read more
7 Free AI Visibility Tools You Can Use Right Now
Free tools to check if AI mentions your brand, audit your pages for GEO readiness, generate llms.txt and schema markup, and compare backlink prices. No signup required. Read more
How to Audit Product Pages for AI Search in 2026
A practical guide to auditing e-commerce product pages for AI search visibility. Check Product schema, structured data, and GEO readiness. Read more
How to Check if AI Mentions Your Brand (2026 Step-by-Step)
Practical methods to check whether ChatGPT, Perplexity and other AI platforms recommend your brand. Manual tests, limits and automated options. Read more
How to Write Content That AI Actually Recommends
AI recommends brands based on their content. But what kind of content works? Structure, depth, and format matter more than you think. Here's what to change. Read more
What Makes AI Recommend a Brand? 5 Factors That Actually Matter
Why does ChatGPT recommend some brands and ignore others? After analyzing patterns across hundreds of prompts, five factors consistently make the difference. Read more
AI Search Statistics 2026: 30+ Data Points You Need to Know
Over 30 data points on AI search in 2026. Usage stats, market trends, traffic impact, and adoption rates every marketer should know. Read more