Measurement and reporting
A monthly GEO report template for agencies
A GEO report template agencies can deliver to clients every month: scope, count pairs, unmeasured answers, sources, accuracy, period comparison, actions.
12 min read
Author
GeoMono Research Team
GeoMono's measurement and method team. It puts Turkish questions to ChatGPT, Gemini, Perplexity, Claude and Google AI Overview, records every answer, and says separately what it could not measure.
Posts are published under the team's name. The source of every figure is listed in the Sources section at the end of each post.
Posts
E-commerce and marketplaces
AI visibility for marketplace sellers: what to do if you have no website of your own
AI reads a seller with no website from marketplace pages. In our measurements, marketplaces were sources on all five engines; what sellers can do about it.
9 min read
Measurement and reporting
Brand mentions versus citations: what is the difference, and which is worth more?
Your name appearing in an AI answer and your site being cited are separate events. How they differ, how they vary by engine and how to read them in a report.
11 min read
GEO and AI search
ChatGPT, Gemini, Perplexity, Claude: why does one Turkish question get different brands?
Why does one Turkish question bring up different brands on ChatGPT, Gemini, Perplexity, Claude and Google? How engines see the web, what they read, retesting.
11 min read
SEO
Does llms.txt work? What the evidence says
What llms.txt is, what Google says, and whether AI bots really read it. A summary from published documents and log data, without our own measurement.
9 min read
GEO and AI search
How do you write content AI quotes? Answer first, standalone paragraphs, sourced figures
Writing rules for quotable content: give the answer in the first sentence, paragraphs that stand alone, sourced figures, an FAQ and server-rendered HTML.
10 min read
SEO
How much does structured data (Schema) matter for GEO? With Turkish examples
Google's rules, the end of FAQ rich results and studies that measured the effect on citations: what structured data does for GEO, with Turkish JSON-LD examples.
10 min read
Sources and reputation
If AI gives false information about your brand: a guide to detecting and correcting it
If AI says something false about your brand: how to spot it, which source to fix, how to report it to the engines and how to measure the result again.
10 min read
SEO
robots.txt and AI bots: a guide to GPTBot, ClaudeBot, PerplexityBot and Google-Extended
What OpenAI, Anthropic, Perplexity and Google bots do, from official docs: a sample robots.txt that blocks training and stays visible in AI search.
12 min read
SEO
The difference between SEO and GEO: how should you split your budget?
SEO lifts your page in search results; GEO puts your brand inside the AI answer. Where the work overlaps, where it differs, and how to split it by measuring.
10 min read
Sources and reputation
Turkish or English Wikipedia? Two measurements of Turkish brands, two different results
In AI answers about Turkish brands, is Turkish Wikipedia (Vikipedi) or English Wikipedia cited more? Two measurements gave opposite results; we explain why.
10 min read
Sources and reputation
Who does AI read when it describes Turkish brands? Şikayetvar, Ekşi Sözlük, marketplaces
In our own measurements, AI engines describing Turkish brands cited Şikayetvar, Ekşi Sözlük and marketplaces most. The figures, the limits, what to do.
12 min read
Measurement and reporting
Why can tracking AI visibility every day be misleading?
A visibility line drawn from 10 questions a day can swing 20 to 30 points on its own. What is daily tracking for, and over what interval should you read it?
12 min read
GEO and AI search
Why doesn't ChatGPT recommend my brand? 7 measurable reasons
Seven measurable reasons ChatGPT does not mention a brand: question set, crawler access, JavaScript, off-site sources, namesakes, and being read but not named.
10 min read
GEO and AI search
GEO guide: where to start to become visible in AI search (2026)
What GEO is, how an AI answer is built, and the six steps to start with for your brand. A sourced, no-hype beginner's guide for brands in Turkey.
11 min read
Measurement and reporting
How to measure brand visibility in ChatGPT, Gemini, Perplexity, Claude and AI Overviews
Five engines, Turkish questions, every response recorded one by one: six steps to measuring brand visibility, and why "not measured" differs from "absent".
12 min read