You're good and they can't find you.
When your customers ask an AI assistant what to buy, your brand isn't in the answer. I find out why — prompt by prompt — and hand you the fixes, ranked.
Book the auditBuying advice moved into the chat window.
When a shopper asks an assistant "what's the best magnesium for sleep" or "is this brand actually third-party tested", the answer is a shortlist — and the sale usually follows it. Those answers are drawn from sources you can influence. Almost nobody does.
Good brands lose here quietly. You rank on Google, your reviews are strong — and you're still absent from the one answer your customer reads.
One teardown. CA$2,500, fixed.
A complete read of how the major assistants answer your buyers' questions — where you're present, where you're wrong, and who's being recommended instead of you.
- →A prompt map built from your buyers' real questions — category, comparison and trust prompts PLACEHOLDER count
- →Every prompt run against the major assistants on clean sessions PLACEHOLDER count
- →Each answer scored: are you present, are you accurate, who wins instead
- →A source trace — which pages, reviews and threads each answer is built from
- →A findings memo you can hand to your team — every prompt, every answer, in plain language
- →Fixes ranked by impact and effort, with the reasoning shown
- →A walkthrough call to go through it together
- →No retainer required — the memo stands on its own
Then I fix it, issue by issue.
The teardown leaves a ranked list. On retainer I work through it — the sources assistants actually read: your product pages, third-party mentions, review responses, structured data — one issue at a time.
Each month ends with a short memo: what changed, what the assistants say now, what's next. No lock-in; leave when the list is done.
Find out what the assistants say about you.
A 20-minute fit call first. If the audit isn't the right tool for your brand, I'll say so on the call.
Book the audit