Open experiment

Can Seeno get Seeno into the answer?

We asked the major AI engines 240 real questions about AI visibility tools. Seeno appeared in 0 of the answers. So we are running the exact playbook we sell, on ourselves, in public. New measurement every week, wins and misses both.

ChatGPT · Perplexity · Gemini · Google AI Overviews · Claude

Latest measurement · 2026-08-07

0 / 240

answers that mention Seeno

Baseline. For AI assistants, Seeno does not exist yet.

Why we publish this

Every vendor says their method works. We would rather show the numbers while they are still zero. If the playbook moves them, you will see exactly what did it and how long it took. If a week does nothing, that stays on the record too.

Week by week

2026-08-07

0/240

Baseline. For AI assistants, Seeno does not exist yet.

+Measured the starting point: 240 real questions about AI visibility tools, zero answers mention Seeno
+Shipped the machine-readable layer: llms.txt, structured data for Organization and SoftwareApplication, explicit crawl rules for AI bots, an /about page that disambiguates us from similarly named companies
+Started the entity trail: company profiles submitted to major software directories, a Wikidata item, pull requests to curated GEO tool lists on GitHub
+Launched a multilingual blog with the first articles in English and Arabic

Method: the same 240 prompts, re-run weekly across 5 engines. A mention counts only when an answer names Seeno. Started 2026-08-07.

Your turn

Find your own starting number

The free audit gives you the same baseline we started from: where AI assistants mention you, who they recommend instead, and what to fix first.

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