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Blog / Citations & Measurement

Citations & Measurement

Tracking whether AI actually mentions you: citation share, brand monitoring, and what to measure when there are no rankings to report.

Citations & Measurement · 8 articles
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All Articles GEO & AI SEO 26 Answer Engines 21 Schema & Structured Data 10 Local AI Visibility 11 Citations & Measurement 8 Original Research 4 Industry Guides 6 AI Tools & Workflows 11 Technical & Crawlability 3 Paid Media 2 Content Strategy 4
GPT-6 Astra: What OpenAI's Agent Model Means for Your Business
AI Agents

GPT-6 Astra: What OpenAI's Agent Model Means for Your Business

GPT-6 Astra scores 72.6% on OSWorld and can browse, compare and book on a customer's behalf. Here is what OpenAI's agent model changes for local businesses.

Sep 10, 2026
Yelp Just Licensed 330 Million Reviews to OpenAI. Your Profile Is In There.
AI SEO

Yelp Just Licensed 330 Million Reviews to OpenAI. Your Profile Is In There.

OpenAI licensed Yelp's 330M reviews and 8M listings for ChatGPT's local answers. Here's why your neglected Yelp page suddenly matters, and the 30-minute fix.

Aug 26, 2026
The AI Visibility Tracking Playbook: How to Measure Your Brand's Citation Share Across ChatGPT, Gemini, Claude & Perplexity
Playbook

The AI Visibility Tracking Playbook: How to Measure Your Brand's Citation Share Across ChatGPT, Gemini, Claude & Perplexity

Measure your brand's citation share across ChatGPT, Gemini, Claude, and Perplexity. Tools, prompt templates, KPI framework, and a monthly reporting structure.

Apr 30, 2026
Why Your 5-Star Google Reviews Mean Nothing to ChatGPT (And What Does)
AI SEO

Why Your 5-Star Google Reviews Mean Nothing to ChatGPT (And What Does)

A 4.9-star rating won't make ChatGPT recommend you. Here are the six signals AI platforms actually use to pick which businesses to cite.

Apr 10, 2026
I Asked ChatGPT About 10 Local Businesses. Here's What It Got Wrong.
Case Study

I Asked ChatGPT About 10 Local Businesses. Here's What It Got Wrong.

We tested ten local businesses across ChatGPT, Gemini, and Perplexity. AI already has an opinion about yours — here's what it got wrong.

Mar 19, 2026
Basics for LLM SEO
LLM SEO

Basics for LLM SEO

A practical, modern guide to optimizing for AI-first search engines and large language models.

Dec 1, 2025
The 7+ Keyword Patterns LLMs Prioritize — and Why They Dominate AI Search
LLM SEO

The 7+ Keyword Patterns LLMs Prioritize — and Why They Dominate AI Search

How to structure keywords and content so GPT-4, Gemini, and Claude treat your pages as high-confidence answer sources.

Dec 1, 2025
Hacking Your Way into ChatGPT’s Knowledge Graph
Strategy

Hacking Your Way into ChatGPT’s Knowledge Graph

A practical framework for turning your site into one of the few domains ChatGPT and other LLMs trust and cite by default.

Dec 1, 2025