AI visibility report: does ChatGPT recommend you, or your competitor?
We ask ChatGPT, Gemini and Perplexity 25 of your customers' questions, 10 times each, and count who gets named.
One-off $49. Back within 8 hours. No calls, no account access.
ChatGPT
Who is the best employment lawyer in Toronto for a wrongful dismissal?
Searched 6 sites
Several Toronto firms focus on wrongful dismissal claims:
- Lakeshore Legal, often recommended for severance negotiations.
- Bay Street Employment Law, known for executive cases.
- Sutherland Workplace Law, with free first consultations.
lakeshorelegal-demo.calawdirectory-demo.ca +3
ChatGPT can make mistakes. Check important info.
Named in 630 sampled answers
Harbour & Finch: 95% range 16% to 27%
Three files, back within 8 hours.
The report
Every figure with the working behind it, so you or your agency can check it.
How often you are named
Assistants named Lakeshore Legal in 68% of answers, and you in 21%.
630
answers sampled
21%
named you
16–27%
95% range
Named you, by assistant
Named Lakeshore Legal
21 questions, asked 10 times in fresh chats on each assistant with web search on, 20 to 24 October 2026.
The action plan
Every fix written as a task, with the evidence and the check.
The 25 questions, to ask again later and compare
Ready to use as it comes.
| A | B | C | |
|---|---|---|---|
| 1 | question | runs | named_you |
| 2 | best employment lawyer toronto | 30 | 7 |
| 3 | severance lawyer near me | 30 | 5 |
| 4 | wrongful dismissal lawyer ontario | 30 | 9 |
| 5 | non-compete lawyer toronto | 30 | 0 |
| 6 | constructive dismissal lawyer | 30 | 2 |
| + 16 more, to ask again in 60 days | |||
- How often you are named
- Per assistant, with a 95% margin of error.
- Who gets named instead
- Each rival's share, and the questions each one wins.
- The sources behind the answers
- The sites the assistants cited: where an answer can be changed.
Then hand the plan to Claude.
Each task says what to change, where, and how to check it worked. Paste the file into Claude or Claude Code and ask for one task at a time, or send it to your agency.
Using the facts on my website, draft the profile text for each listing in task 1 of this action plan.
Drafts for the four listings in task 1, using only facts from your site:
Reply to Claude…
Is the AEO work I pay for showing up in ChatGPT?
The report answers each of these from your own data, not from your agency's monthly report.
A baseline to rerun in 60 days, so the work has to show up as a number.
Baseline 21%, range 16% to 27%The rival named instead of you, and the sources behind it.
Lakeshore Legal, 68%, from 4 directoriesWork spent on extras such as llms.txt, which Google says Search ignores.
llms.txt billed in May
What you send.
About ten minutes of exports. The upload page walks you through each one after checkout.
Your business and websiteHow to get it
The name customers know you by, and your site.
Where you serveHow to get it
A city, region or country. Assistants answer differently by place.
Three competitorsHow to get it
The businesses you lose work to, with their websites.
Questions your customers ask (optional)How to get it
Paste any you have. Otherwise we write 25 from your services, and from a Search Console export if you add one.
AI visibility report, $49.
Back within 8 hours. If the report is not useful, reply to it and we refund you in full. Terms
Order for $49Questions
How do you check whether ChatGPT recommends a business?
By asking many times, not once. Answers change from run to run, so we ask 25 customer questions 10 times on each assistant and count the share of answers that name you, with a margin of error. One screenshot is an anecdote; 250 answers per assistant is a measurement.
Which assistants are included?
ChatGPT, Gemini and Perplexity, through their APIs with web search on, from the place you serve. Google AI Overviews are measured from Search Console instead, and the report explains how.
What does the AI visibility report not cover?
Answers are asked through each company's API with web search turned on, which is close to the consumer apps but not identical. The report says so. Google AI Overviews and AI Mode, which are measured from Search Console instead. A promise that answers will change. Assistants change from week to week.
Have you tested the method in public?
Yes. In October 2026 we asked ChatGPT 120 questions across eight industries in Greater Toronto, in fresh chats, and logged every business it linked. Care decisions got short lists: about three businesses an answer for retirement homes and home care, against five or more for event venues, summer camps and private schools. Who ChatGPT recommends in Toronto has the data. The report runs the same kind of count on your customers' questions.
What do I do with the action plan?
Paste it into Claude, or open it in Claude Code next to your site's files, and ask for one task at a time. Each task names the change, where it goes, the evidence and how to check it worked, so you can check Claude's draft against the evidence. Or send the file to your agency as the list to work through.
How fast is it?
Within 8 hours of your upload. A person reads every report before it is sent. If something in your files stops the analysis, such as a missing column, we email you within the same window to say what to re-export.
Do I have to give you access to my accounts?
No. You download the files yourself and upload them after paying. Nothing connects to your accounts and nothing in them is changed.
What if it is not useful?
If the report is not useful, reply to it and we refund you in full. The money comes back to the card you paid with.
More on the method: our study of who ChatGPT recommends in Toronto and measuring AI visibility honestly.
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