Topic
AI Visibility
24 articles on AI Visibility from the Rankry team.
How AI Product Recommendations Work (and How to Influence Them)
When a buyer asks AI for the best tool, it returns one to three named products, not ten links. How engines pick products, why the journey shifted from searching to asking, which signals drive recommendations, and how to track yours.
Rankry Team · June 18, 2026
The Multi-Model Problem: Why ChatGPT, Claude, Gemini, Perplexity & Grok Disagree About Your Brand
Ask the same question across five AI engines and you get five different answers. Why the models disagree, why betting on one is a risk, how to track all five, and how to reduce the volatility once you can see it.
Rankry Team · June 17, 2026
How to Get Your Brand Cited as a Source by AI (Not Just Mentioned)
Getting cited by AI means your page is a named source in an answer, not just your brand name appearing. What makes content citable, the on-page checklist, the off-page consensus work, and how to measure citation share.
Rankry Team · June 16, 2026
AI Share of Voice: How to Measure Your Brand's Slice of AI Answers
AI Share of Voice is the percentage of AI answers in your category that name your brand versus competitors. How to calculate it, why a raw mention count misleads, and how to benchmark and move it.
Rankry Team · June 15, 2026
What Is Generative Engine Optimization (GEO)? The Complete 2026 Guide
GEO is the practice of getting AI engines like ChatGPT, Claude, Gemini, and Perplexity to mention, cite, and recommend you. How it differs from SEO and AEO, how engines pick brands, the signal stack, and how to measure it.
Rankry Team · June 14, 2026
AI Referral Traffic: Does ChatGPT & Perplexity Send Visitors, and How to Track It
ChatGPT, Perplexity, Gemini, Claude, and Copilot send real, high-intent visitors. Here is how to find them in GA4, set up tracking that survives the gaps, and why visibility and referral traffic are two different numbers.
Rankry Team · June 13, 2026
Do AI Crawlers Read JavaScript? Rendering for AI Visibility
As of mid-2026, no major AI crawler executes JavaScript. GPTBot, ClaudeBot, and PerplexityBot read only your raw HTML. Here is how to test your site in two minutes and how to fix what you find.
Rankry Team · June 12, 2026
Inside the Rankry Visibility Tab: Every Prompt, Every Model, the Real Truth
Our brand scored 0% visibility — one mention across 255 AI responses. Here is how to read the Rankry Visibility tab, prompt by prompt and model by model, using our own uncomfortable data.
Rankry Team · June 7, 2026
Should You Allow or Block AI Crawlers? (GPTBot, ClaudeBot, PerplexityBot, Google-Extended)
AI crawlers do three different jobs: train models, build the citation index, and fetch pages on demand. Here is which to allow, which to block, and a ready-to-copy robots.txt.
Rankry Team · June 6, 2026
Why Isn't My Brand Showing Up in ChatGPT?
ChatGPT skips a brand for five specific reasons, and each leaves a different fingerprint. Here is how to tell which one is yours, and what actually closes the gap.
Rankry Team · June 6, 2026
Inside the New Rankry Dashboard, Using Our Own Data
We pointed the new Rankry at our own brand and scored 3 out of 100. Here is a tour of the redesigned dashboard with our real data, and how to read your own AI visibility in 30 seconds.
Rankry Team · June 5, 2026
Enterprise LLM Citation Tracking: How Rankry Monitors Brand Mentions Across AI Engines
What LLM citation tracking means for brands, how it differs from developer observability tools, and how Rankry monitors brand citations across all five major AI engines.
Rankry Team · June 2, 2026
llms.txt: What It Is and How to Add One to Your Site
What llms.txt is, how to create one, whether AI engines actually use it (the honest answer), and how to check your site's AI readiness with Rankry.
Rankry Team · June 2, 2026
The 5-Layer AI Visibility Stack
AI visibility is a pyramid: crawlability, structured data, entity recognition, citations, authority. Brands climb in order. Here's where most get stuck.
Rankry Team · May 1, 2026
Beyond Mention Monitoring: 2nd-Gen AI Visibility
First-gen AI tools answer 'mentioned or not.' Second-gen answers what position, why, and what to do about it. What changed in AI visibility analytics.
Rankry Team · April 27, 2026
Is Your Site Optimized for AI, Not Just Google?
Classic SEO audits check speed and meta tags. AI SEO Checker scans pages the way ChatGPT, Claude, and Gemini actually extract and cite content.
Rankry Team · April 21, 2026
Customizing Your Semantic Core in Rankry
Auto-generated prompts get you started. Custom prompts pin Rankry to the exact queries your buyers type into ChatGPT, Claude, and Perplexity.
Rankry Team · April 21, 2026
Mentioned Is Not Recommended in AI Search
Mention counting is a surface metric. What matters in AI answers is position, reasoning, and whether the buyer is being told to pick you or a competitor.
Rankry Team · April 20, 2026
AI Visibility Audit: A 30-Minute Brand Checklist
Step-by-step diagnostic for how ChatGPT, Claude, Gemini, and Perplexity treat your brand — what to test, what the answers mean, and the fixes to start with.
Rankry Team · April 7, 2026
Daily vs. Weekly: How Often to Track AI Visibility
Daily LLM monitoring measures model stochasticity, not brand position. Here's why weekly tracking with large prompt samples produces better data.
Rankry Team · April 3, 2026
Why AI Visibility Matters for Your Brand in 2026
AI models shape how consumers discover brands. Learn what AI visibility is, why it differs from SEO, and how to measure it.
Ivan Rud · March 27, 2026
GEO vs SEO: Key Differences and Why Both Matter
SEO ranks your pages. GEO gets your brand cited by AI. How the two disciplines differ, overlap, and why modern brands need both.
Rankry Team · March 20, 2026
How LLMs Choose Which Brands to Recommend
AI assistants don't pick brands randomly. Here are the five signals that determine whether your brand gets recommended or replaced.
Rankry Team · March 13, 2026
The Future of Brand Discovery in the AI Era
The shift from search engines to AI assistants is transforming how consumers discover brands. Here's what this means for marketers and businesses.
Rankry Team · February 27, 2026