Resources
Notes on measuring AI visibility - without the buzzwords.
Practical writing on prompt clusters, citation gaps, and what AI agents actually recommend. Written by the AnswerMeter team while we build the product.
Latest
More articles
Measurement
How to check ChatGPT visibility without fooling yourself
One ChatGPT answer can make a team panic. A useful visibility check needs neutral buyer questions, competitors, citations, and repeatable scoring.
Metric
Share of Answer: the AI visibility metric founders can actually use
Share of Answer turns a vague question - are we showing up in AI? - into a metric a founder, marketer, or agency can explain quickly.
Strategy
AI visibility vs. traditional SEO: what changes when buyers stop clicking
Search rankings answer one question. AI visibility answers a different one. Here is how to think about both without confusing your team.
Workflow
Build prompt clusters that mirror how real buyers ask
Most prompt lists are too generic to be useful. A useful cluster mirrors the messy way a buyer actually phrases the question.
Evidence
What AI citations actually tell you about your content gaps
Citations are not vanity metrics. They are the most direct read on which of your sources an agent trusts - and which it ignores.
Topics
Reference pages on AI visibility
Long-form topic pages, separate from the article library. Useful when you need a definition, a workflow, or a comparison to share with the team.
AI visibility
AI visibility tracking for SaaS brands
Learn how to measure AI visibility, track whether answer agents recommend your SaaS, and find the prompt gaps competitors are winning.
Read topicCore metric
Share of Answer - free calculator and definition
Calculate Share of Answer: how often AI names your brand vs competitors across buyer prompts. Free scan, no card, public report.
Read topicAEO strategy
Answer Engine Optimization for B2B SaaS
Answer Engine Optimization helps SaaS teams become more recommendable inside AI-generated answers, comparisons, and buyer shortlists.
Read topicCitation intelligence
AI citation tracking: find the sources AI trusts
See which pages, docs, reviews, Reddit threads, and comparison sites AI answers cite when they recommend your SaaS or a competitor.
Read topicSource intelligence
AI citation influence map
Learn how to rank cited sources by influence, ownership risk, competitor overlap, and the next page or outreach action to improve AI visibility.
Read topicAction brief
AI answer gap brief
Turn missing AI recommendations into a content brief with the buyer prompt, cited evidence, competitor context, page outline, and distribution hook.
Read topicGEO reporting
Generative engine optimization report
Build a GEO report that combines AI visibility score, Share of Answer, citations, prompt gaps, competitor overlap, and prioritized actions.
Read topicAnalytics platform
AI answer analytics software
AI answer analytics shows where your brand appears in generated recommendations, competitor comparisons, and citation-backed buyer answers.
Read topicQuery map
AI search buyer query map
Map the buyer queries that trigger AI recommendations: best tools, alternatives, comparisons, pricing, integrations, security, problem-based, and industry-specific searches.
Read topicBuyer query
Best tools buyer queries for AI search
Best tools buyer queries for AI search help SaaS teams capture best tools demand with the right page assets and AI visibility scans.
Read topicBuyer query
Alternative buyer queries for AI search
Alternative buyer queries for AI search help SaaS teams capture alternatives demand with the right page assets and AI visibility scans.
Read topicPlaybooks
AI search visibility playbooks
Practical AI search visibility playbooks for getting recommended by ChatGPT, showing up in Perplexity, improving AI Overviews visibility, finding AI search competitors, and increasing Share of Answer.
Read topicAI search playbook
How to get recommended by ChatGPT
How to get recommended by ChatGPT: find the answer gap, see competitor evidence, ship the right asset, and rescan with AnswerMeter.
Read topicAI search playbook
How to find competitors in AI search
How to find competitors in AI search: find the answer gap, see competitor evidence, ship the right asset, and rescan with AnswerMeter.
Read topicQuestion hub
AI search visibility - real questions, plain answers
Why does ChatGPT cite my competitor? Why is my brand missing from Perplexity? How do I track AI mentions? Plain-English answers, no acronym soup.
Read topicAI search question
Why is my competitor showing up in ChatGPT?
Why does ChatGPT recommend my competitor instead of my company? See the likely cause, what to measure, and the first fix to ship.
Read topicAI search question
Why is my brand missing from AI search?
Why do AI answers skip my brand even when my product is relevant? See the likely cause, what to measure, and the first fix to ship.
Read topicGuides
Step-by-step playbooks
Guide
How to measure AI visibility
A practical guide to measuring AI visibility with prompt clusters, answer scoring, competitor tracking, and citation analysis.
SaaS guide
AI visibility for SaaS - prompts, citations, competitors
A SaaS AI visibility guide: buyer prompts to monitor, competitor gaps to watch, citation sources to earn, and fixes to ship first.
Metric guide
Share of Answer vs Share of Voice
Understand the difference between Share of Answer and Share of Voice, and why generated recommendations need their own metric.
Guide
AI citation tracking guide: find the sources AI trusts
A practical guide to tracking AI citations, spotting competitor-owned sources, and building pages AI answers can confidently cite.
Guide
Answer Engine Optimization guide
A practical Answer Engine Optimization guide for improving AI recommendations, source coverage, and SaaS visibility.
Guide
AI search optimization guide
AI search optimization starts with measuring generated answers, source coverage, and prompt gaps across buyer research journeys.
Stop reading, start measuring
The fastest way to learn AI visibility is to scan your own domain.
One free scan. No credit card. Get back which prompts you win, which competitors win, and what to fix first.
Run free scan