Frank Vitetta / AI search and SEO consultant
How brands get found in AI answers.
I am an AI search and SEO consultant. I help brands get found and cited
in AI answers and in Google. I write about how that works.
Frank Vitetta
Founder, LLM Scout
01 / Start here
Built on primary sourcesHow AI answer engines pick and cite sources
What Google, OpenAI, Perplexity, Anthropic and Microsoft have documented about choosing and citing sources. And where the record stops.
02 / Read next
All essays-
Prompt wording · 8 minute read
Your AI visibility score depends on how the question is asked
In one LLM Scout data set, ChatGPT named the brand in 30.8% of answers to how-to prompts and in 59.3% of answers to compare prompts. But 55% of the compare prompts contained the brand's name. A visibility score needs its prompt mix reported.
03 / Working together
Audit, implementation and training-
AI visibility audit and strategy
How your brand appears in AI answers and in Google. Technical checks on crawler access, structured data and site architecture. A prioritised plan.
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Implementation
Putting the plan into practice with your developers and marketers. That means technical SEO fixes, structured data, AI crawler policy and measurement set-up.
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Training and workshops
Sessions for in-house SEO, content and web teams on how AI search works and what can honestly be measured.
The first step is a fixed-scope AI visibility audit. I quote for it in writing before you commit. Enquiries come to me personally.
04 / A project of mine
Open source-
Open source toolPython · MIT licence
AI Scraper: collect AI answers and their citations
A tool I made at LLM Scout. It runs a list of prompts through Perplexity or ChatGPT and saves each answer with the sources it cited. The page explains its uses and its limits.