Knowledge base · Public experiment
Will ChatGPT recommend my company within 30 days?
A public experiment
AI SEO, GEO and LLMO
A practical case study showing how to increase brand visibility in ChatGPT, Gemini, Google AI Overviews, AI Mode and Copilot.
Starting point
It all began with one question
The owner of a company we are helping guide through an AI-native transformation of its project and IT team asked me to find out what could be improved so that ChatGPT would recommend his company more often.
I took the question very seriously. First, I immersed myself in AI SEO, GEO and LLMO. We then prepared a detailed audit of the brand’s visibility in AI systems and built an agent to help analyze the results.
The report proved so valuable that I ran similar audits for several companies and asked them for honest feedback. They told me they had never seen an analysis of comparable quality, even though they had actively searched for this kind of service.
That was when I realized there might be a genuine gap in the market.
There was one problem, however: how could I sell a service designed to increase visibility in AI systems if those systems did not yet recommend me regularly?
I therefore decided to make OptFor.AI my own test case. Instead of talking only about theory, I want to show the entire process publicly—step by step, including audits, experiments, mistakes, successes and results.
Experiment journal
30 days to AI visibility
Day 0
Starting point
I’m checking what ChatGPT, Gemini and Copilot currently know about OptFor.AI, while defining the experiment’s rules and success metrics.
See day 0 results →OptFor.AI
Want to assess your brand’s visibility in AI systems?
We will audit your visibility and identify the highest-priority actions.