Notes on measuring, understanding and improving how AI describes brands.
A 30-day plan to start measuring AI visibility from zero
In 30 days a team starting from nothing can confirm its brand facts, build a first prompt set, run a baseline audit across platforms, and ship one or two fixes. Splitting the work into four weeks with one concrete output each keeps the project from stalling in week one.
2 October 2026· 2 min read
Strategy
GEO, AEO and AI SEO: what the terms mean and what actually changes
Three acronyms describe overlapping work. Here is what each means, where they differ and what to do about them.
27 September 2026· 4 min read
The zero-click answer: what to measure when nobody clicks through
When an AI answer fully satisfies the question, no one visits your site. Traffic cannot measure what happened, so something else has to.
26 September 2026· 2 min read
Measurement
Citations vs mentions: what actually counts as AI visibility
Mention, recommendation and citation are not the same metric. Mixing them up produces reports that look better, or worse, than reality.
23 September 2026· 2 min read
One AI screenshot is not a measurement
Why a single ChatGPT answer tells you almost nothing about your brand, and what to do instead.
22 September 2026· 5 min read
How AI platforms choose which brands to name: five signals worth understanding
There is no public formula, but five factors consistently shape whether a brand appears in an AI answer.
20 September 2026· 5 min read
The AI answer is becoming the first page
What changes for brand discovery when people read a summary before they ever see a list of links.
15 September 2026· 6 min read
Sources
What is query fan-out, and why it matters for brand visibility
AI search systems can split one question into many. Here is what that means for the pages you write.
13 September 2026· 4 min read
Why AI gets brands wrong, and a fix-it order that works
Outdated pages, conflicting sources and thin coverage explain most wrong answers.
11 September 2026· 3 min read
Mention rate, position and share of voice: three numbers, three questions
Each core AI visibility metric answers a different question. Here is how to read them together.
8 September 2026· 4 min read
Platforms
The same question on three platforms: how brands appear on AI Overviews, ChatGPT and Perplexity
Different products present brands in different ways. Here is what to look for on each.
6 September 2026· 4 min read
What is answer engine optimization (AEO), and who needs it?
A plain definition, a simple example and how AEO differs from SEO and GEO.
2 September 2026· 3 min read
Citations decide visibility: reading the sources behind an AI answer
When AI platforms show sources, they show you exactly why a brand appears. Here is how to use that.
31 August 2026· 4 min read
India
Hindi and regional prompts: why language changes which brands appear
If your customers ask in Hindi or another Indian language, your tracking should too.
27 August 2026· 4 min read
What India's AI usage means for brand teams
India is a top market for several assistants. What has been published, and what it implies for how you plan.
24 August 2026· 4 min read
Eight AI visibility myths to stop believing
Common claims about ranking in ChatGPT, Gemini and Perplexity, and what is actually known.
19 August 2026· 4 min read
Product
Why BrandWater never changes your site on its own
Approval based actions are a design choice, not a limitation. Here is the reasoning.
17 August 2026· 3 min read
How to build an AI visibility report your leadership will trust
The difference between a screenshot deck and a report that stands up to questions.
14 August 2026· 4 min read
Risk
When AI gets your brand wrong: finding outdated claims and fixing the sources behind them
Old plan names, wrong prices and invented features keep circulating. Here is how to find and correct them.
7 August 2026· 4 min read
SEO is not dead: why AI search builds on it instead of replacing it
The fundamentals still decide whether you are found. What changes is where results appear and how you measure them.
5 August 2026· 4 min read
Buying guide
Seven questions to ask before you buy an AI visibility tool
A short checklist for comparing vendors fairly, whichever tool you end up choosing.
31 July 2026· 4 min read
29 entries
AI Visibility Guides
Practical, step by step guides, from your first audit to verifying results.
12 entries
Research and Insights
Sourced analysis of AI platform usage worldwide and in India, with every figure dated and linked.
39 terms
AI visibility glossary
Answer first definitions of the terms used in AI search.
8 pages
AI platforms
How each of the 8 platforms answers and who uses it.
Start with a first audit. We show where you appear, who is named instead, and what to fix first.
