When hobbyists
ask what to buy,
be the answer.
Your next customer may not start on Google. They may ask ChatGPT which kit, paint, tool, or starter set to buy. Hobby Answer shows whether your brand appears, which competitor gets named instead, and what to fix next.
The new shelf is
the answer.
AI search does not just show links. It compares, summarizes, and recommends. If your product is missing from the answer, the buyer may never know you were an option.
AI search isn't a future behavior.
It's already here.
See who AI recommends, why they win, and what to fix.
We run real buyer-intent questions across major AI engines and turn the answers into a clear, warm, founder-readable report.
An audit that reads the answers your buyers already see.
The AI Recommendation Visibility Audit checks the questions your buyers are asking and shows what AI currently believes about your category.
From "are we showing up?" to "let's fix it."
Founders found out what AI was really saying.
We knew our paints had loyal customers. We didn't know AI was recommending three competitors before us.
The Snapshot paid for itself in a week. We built two comparison pages and started showing up in Perplexity answers.
I'd spent years on SEO. This was the first time anyone showed me what ChatGPT actually tells my buyers.
Find out what AI says before your buyers do.
Get a Snapshot of the buying questions that matter, the competitors being recommended, and the fixes that help your products become part of the answer.
Your brand is in the Snapshot queue.
We will turn the request into a first-pass read on where AI answers already see you, where competitors are getting named instead, and what proof your site should make easier to cite.