Solutions
See where your product loses the AI shortlist.
Track the product and category questions that shape a shortlist. See which competing products appear and which reviews, publishers, or communities support the answer.
One-time report · Email required · About 2 minutes · No credit card
Conversion reporting begins after a visit. It cannot show the buyer who asked an AI assistant for a shortlist, saw only competing products, and never reached your site.
Product visuals use illustrative example data unless explicitly labeled otherwise.
When ChatGPT answers “best running shoes,” is it your SKU?
Revenue reporting cannot tell you whether AI answers recommend the products you care about. Track those prompts, inspect omissions and competitors, and review the cited sources before deciding where merchandising, content, or PR should respond.
A recommendation prompt can omit a product your store is built to sell
Track the product and category questions that matter to your merchandising team. An omission is evidence about that observed answer—not proof that a shopper never reached your product page.
Here are the top picks for your budget:
Brooks Ghost 16
Cushioned daily trainer, highly rated for marathon prep.
Saucony Ride 17
Reliable and versatile, strong Reddit community backing.
New Balance Fresh Foam 1080
Premium plush feel, consistently recommended by Wirecutter.
Your Brand
Not mentioned in this response.
Illustrative ChatGPT response for a tracked category prompt.
Per-SKU visibility across 5 models
Product-level prompts can surface different brands and ranks across models. Review the weak or missing SKU observations before choosing a merchandising, content, or outreach response.
Acme Trail Runner Pro
Acme Speed XT
Acme Marathon Lite
Acme City Runner
Rankings update after completed runs. Peekaboo does not infer revenue impact from a rank change.
Where the citations live → where to ship
Compare the publishers cited in each completed model response. Recurrence can help order a source review, but it does not by itself justify editorial or PR spend.
ChatGPT
Wirecutter
4
product mentions found
Perplexity
Reddit r/RunningShoes
6
product mentions found
Google AIO
Forbes Wheels
3
product mentions found
Different model, different citation source. Plan outreach per lane.
Questions agencies ask before adding AI visibility
Coverage, scoring, cadence, reporting, and delivery—spelled out before you sell the service.
Give your team evidence before it changes the strategy.
Start with a one-time report across ChatGPT and Gemini.
One-time report · Email required · About 2 minutes · No credit card