AI visibility audit · Aqsa Shahzad Official LLC
AI visibility audit: can ChatGPT recommend your store? Find out in two minutes.
Paste your store. The audit reaches it the way ChatGPT, Perplexity, Gemini and Google’s shopping agents do, asks them what to buy in your category, and scores what they can actually use. No sign-up to see the score.
The audit
~2 minutes · no sign-up
Loading the audit… it runs on audit.forgecro.com, one of our own tools.
No app, no script, no admin access — it reads what is already public. Not loading? Open the audit in a new tab.
- 01
Two minutes, nothing to install
Product feed and identifiers, structured data, robots.txt and llms.txt — then live answers from the assistants themselves, not a checklist.
- 02
The score, and who they recommend instead
A number out of 100, every finding with its evidence, the competitors named in your place and the fix order that recovers the most.
- 03
Then an engineer writes back
Send the result to us from the report and get a written answer within 12 hours: what we would fix first, and what it would cost.
Rather not run it yourself?Send us the URLWe run it by hand and reply in writing within 12 hours. Or email contact@aqsashahzad.com.
What the audit checks
Six things a plugin score cannot tell you.
Every check comes with the evidence behind it, so you fix the template, not the page.
- Per-platform reachability
- A real HTTP request with each agent’s published user-agent — 13 of them, covering ChatGPT, Microsoft Copilot, Google AI Mode, Perplexity, Claude, Amazon and Apple — and whether it was blocked by your policy or by your CDN. Different problems, different fixes.
- Presence rate
- How often you appear when an assistant is asked what to buy in your category — buyer-intent queries with live web search on.
- Average rank and share of voice
- Where you land in the list each assistant returns, and how much of the conversation you own.
- The competitors taking your slot
- Named, with how often each one was recommended instead of you.
- Product data an agent can use
- Product, Offer and Organization structured data, GTIN and MPN coverage on every variant, and the feed an agentic checkout needs.
- A prioritised fix list
- Ordered by severity, then by how much each fix recovers — the report says what to do first.
How the audit works
It knocks on the door. It does not read the sign.
The store whose robots.txt says yes while its edge says no is one of the most common silent failures we see — invisible to every robots.txt-based checker.
Most tools that claim to check AI visibility read your robots.txt and tell you what it claims. That tells you nothing about what your CDN actually does when an agent knocks. This one knocks. It issues a real request using each agent’s published user-agent string and records exactly what came back.
Then it runs buyer-intent queries against those assistants with live web search on, and extracts the ordered list of brands each one recommended. That combination surfaces the failure nobody catches from a checklist.
Straight answers.
What is an AI visibility audit?
It measures two things: whether AI shopping agents can technically reach and read your store, and whether those assistants actually recommend you when a shopper asks what to buy. Traditional SEO tools measure neither.
How do I know if my store is visible in ChatGPT?
Run the audit above. It asks ChatGPT the questions your customers ask — “best [your category] to buy right now” — and records whether you appear, where you rank, and who got recommended instead. It also checks whether ChatGPT’s crawler can reach you at all, which is where a surprising number of stores fail.
How long does it take?
About 60 to 90 seconds. Longer than a normal scan, because it is genuinely querying ChatGPT and Google AI and waiting for their answers.
Do I need to install anything?
No. No app, no script, no theme change, no admin access. You give us a URL and we read what is already public.
What happens after the audit?
Nothing, unless you want it to. The report has a button that sends the result to us; an engineer replies in writing within 12 hours with what we would fix first and a fixed price. No call is needed to get that answer.




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