Blog
Writing on AI visibility.
How AI assistants pick the businesses they recommend, what moves the answers, and honest comparisons of the tools that measure it.
Why does ChatGPT recommend my competitor instead of me?
AI assistants name the brands they can find and quote. If a competitor shows up and you do not, they are present in the sources the engine reads. Here is how that works and what to do about it.
Read →
How ChatGPT, Claude, Gemini and Perplexity answer the same question differently
Ask one buyer question across the major AI engines and you get different names, different sources, and different confidence. Here is why, and why measuring one engine misleads you.
Read →
Is AI visibility tracking actually accurate?
The honest answer: a single measurement is noisy, because AI answers are probabilistic. Accuracy comes from sampling, covering many engines, and reporting a range instead of one clean number.
Read →
Saymetry vs Profound vs Peec vs Semrush: which AI-visibility tool fits you?
Four ways to measure what the AIs say about your brand, at four very different price points. An honest comparison of engines, cost, audits, and who each one is actually for.
Read →
AI visibility for small business: does ChatGPT recommend you?
Buyers ask AI for the best plumber, bakery or bookkeeper near them, and it names a few. Here is how a small business finds out where it stands and fixes it on a small budget.
Read →
AI visibility for e-commerce: winning AI product recommendations
Shoppers ask ChatGPT, Perplexity and Gemini for the best product before they buy. Here is how a DTC brand sees whether the engines recommend it, and how to become the option they name.
Read →
AI visibility for local service businesses
When someone asks AI for the best plumber, dentist or HVAC company in their city, it names a few. Here is how to find out whether you are one of them, and how to become one.
Read →
AI visibility for B2B SaaS: does AI recommend your tool?
Buyers ask ChatGPT for the best tool in your category before they reach your site. Here is how to measure whether you are named, and how to change the answer.
Read →
How much does AI visibility tracking cost? A 2026 price breakdown
From free to $500+ a month. What each price tier actually buys, what drives the cost, and the honest cheapest way to check whether ChatGPT and Gemini recommend you.
Read →
How to get your business recommended by ChatGPT
What actually moves AI recommendations, ranked by evidence: earned mentions, answerable pages, the sources engines cite, and the work that is wasted.
Read →
AI visibility statistics that matter in 2026
The numbers behind AI search, sourced: how many people ask AI before buying, how few businesses show up, and how unstable single measurements are.
Read →
Saymetry vs Profound: which fits your business?
An honest comparison. Profound is a strong enterprise platform; here is exactly where each tool wins, with prices and coverage as of August 2026.
Read →
Saymetry vs Peec vs Otterly: the mid-market comparison
Three tools under $250 a month, compared on engines, cadence, what you get per dollar, and what none of the dashboards will do for you.
Read →