AI directories decides most of it for AI tools and agents: There's An AI For That, Futurepedia, Toolify, AI Agents Directory: the engines read their category lists as the population of the market. Then Product Hunt. A listing on the three or four directories the engines cite for your category, with the same one-line description on each. The report asks fifteen such questions with your market set and shows which sources were cited for each.
What buyers ask the engines about AI tools and agents
The buyer is a person who has decided to use AI for a task and wants a name, and the question carries their constraints. Six of the questions the report puts to the four engines for an AI tool, one per kind:
| Kind | The question, as asked |
|---|---|
| Head term | best AI tool for writing sales emails |
| Product | AI agents that can book meetings from an inbox |
| Niche | AI transcription that handles Arabic and English in the same call |
| Comparison | Jasper vs Copy.ai for a small agency |
| Comparison | open-source alternatives to Zapier's AI actions |
| Niche | AI customer support tool for a Shopify store under 1,000 orders a month |
Where the engines read about AI tools and agents
An engine does not know AI tools and agents; it reads pages that list them. For this trade, the pages it reads most:
| Source | What it decides |
|---|---|
| AI directories | There's An AI For That, Futurepedia, Toolify, AI Agents Directory: the engines read their category lists as the population of the market |
| Product Hunt | the launch page is often the only third-party page that says what a new tool does |
| GitHub | for anything with an open-source core; stars are read as adoption |
| YouTube reviews and comparisons | the transcripts of 'I tried ten AI X tools' videos are indexed and quoted |
| r/artificial, r/ChatGPT and the buyer's trade subreddit |
What wins a mention
- A listing on the three or four directories the engines cite for your category, with the same one-line description on each.
- A page that names the model and the data handling. 'Which AI tools do not train on my data' is a question the engines answer only from tools that say so.
- A distinct name. Tools called 'AI Writer' or 'Agent Studio' are lost among the generic nouns and the engines cannot tell which one was meant.
What the engines get wrong here, and what the report does about it
The engines name the model providers instead of the tool: ChatGPT, Claude and Gemini turn up in answers to 'best AI tool for X' as if they were the product. The report files those as infrastructure, not rivals, so the share-of-voice table shows the tools you actually lose to.
The site checks that matter most for AI tools and agents
Of the report's thirteen technical checks, the three that carry most for AI tools and agents:
- Organization schema: with a legal name and sameAs links, so a generic-sounding product is tied to one company and not merged with the others of the same name.
- AI crawlers allowed: a surprising number of AI companies block GPTBot on their own sites and are invisible to the engine they compete with.
- Meta description: one factual sentence, what it does and for whom; the directories copy it and the engines read the copies.
The other ten: the checklist; the generator writes four of the files.
Data for AI tools and agents
Once five companies in this category have been scanned, a data page built from the runs appears here: who took the lost questions of AI tools and agents, the scores, the sources cited.
What a month of work looks like
The Grow plan's goal for an AI tool: get named in the five 'best AI tool for X' questions where a directory names four rivals and not you. The work starts with AI directories, then the pages of yours the engines quote, then the third-party pages, with a rescan on the same questions at month's end. The plans are priced on the home page.
Read next
AI tools and agents in the UAE · How each engine reads and cites · What changes by country · How to get mentioned by ChatGPT · All industries
Questions
Do the engines recommend AI tools and agents at all?
Yes. Asked 'best AI tool for writing sales emails', they name specific companies, and the free check shows whether yours is among them across about fifteen such questions.
Which source matters most for an AI tool?
AI directories: There's An AI For That, Futurepedia, Toolify, AI Agents Directory: the engines read their category lists as the population of the market.
What is the first thing to fix for an AI tool?
A listing on the three or four directories the engines cite for your category, with the same one-line description on each.
See whether the engines name you
Your website, region and work email. The score appears in about three minutes, and the report is a link you keep.