When shoppers ask ChatGPT what to buy, does it name your store?
More shoppers now start with a question to an AI assistant instead of a search box. PickedFirst tests the questions your customers actually ask, shows you where you're missing, and fixes what's in your control so AI assistants can find and recommend your products.
Free check: 10 buyer questions, results in 48 hours. No call needed.
- Big outdoor brand, 40L
- Big outdoor brand, 45L
- Mid-size brand, 42L
- Big outdoor brand, 40L
- Budget brand sold on Amazon
Great products, invisible to the assistant
We tested 11 real buyer questions in ChatGPT across outdoor and travel gear. A pattern showed up again and again: independent brands win the enthusiast questions and vanish from the everyday ones, where most of the buying happens.
An independent travel-bag brand was ChatGPT's top pick for "best travel backpack if money is no object."
The same brand was missing from both "under $300" travel-backpack questions, even though its 40L pack costs $250.
Another brand was recommended, but ChatGPT sent the shopper to buy from a big retailer instead of the brand's own store.
Results from our own tests in ChatGPT, November 2026. AI answers change between runs, so we repeat questions and track trends rather than single answers.
Test, fix, track
No guesswork and no jargon. You see exactly which questions you show up for, and which ones you don't.
Test
We ask ChatGPT and other AI assistants the questions your buyers ask: by product type, budget and use case.
- Who gets named, and in what order
- Which store the shopper is sent to
- Each question repeated, not a one-off
Fix
We work on the signals AI assistants read about your products, starting with your best sellers.
- Product titles and descriptions that state price band, size and use case
- Structured data: product, price, reviews
- Your Shopify product feed for AI channels
- Answer pages for the comparison questions buyers ask
Track
Every month we re-run your question set and send a short report: where you gained, where you lost, and what we're doing next.
- Plain-English monthly report
- New questions added as your catalog grows
- Competitor movements flagged
Simple, and no long contracts
Start with the free check. If the gaps are worth fixing, we fix them. If they aren't, we'll tell you.
Free check
See where you stand today.
- 10 buyer questions for your top products
- Who ChatGPT recommends instead of you
- Your 3 biggest quick wins
- Delivered by email in 48 hours
Setup
We fix the foundations on your store.
- Full audit: 30+ buyer questions, repeated
- Rewrites for up to 15 product pages
- Structured data and product feed check
- 2 answer pages for your key comparisons
Monthly
Keep improving and keep watching.
- Monthly re-test of your question set
- Ongoing product page improvements
- New answer pages as needed
- Cancel any month
Our honest promise: no one can guarantee a spot in an AI's answer, and anyone who does is guessing. We promise the work, the measurement and straight answers about what's moving.
Questions brands ask us
Is this just SEO with a new name?
It overlaps, but it isn't the same. Google ranks pages; AI assistants pick a handful of products and explain why. That means product details like price band, size, materials and use case need to be stated clearly enough for an assistant to match them to a shopper's question.
Which AI assistants do you test?
ChatGPT first, because that's where most AI shopping questions happen today. We also check Perplexity and Google's AI answers for your key questions.
Do you need access to my store?
Not for the free check: we only use your public site. For the setup we ask for Shopify collaborator access, limited to products and content, and you can remove it anytime.
Who is this for?
Independent Shopify brands selling in the US, especially in outdoor, travel and gear categories, where shoppers ask detailed "best X under $Y" questions.
How fast will I see changes?
Product page and data fixes are live within days. How fast assistants pick them up varies, which is why we re-test every month and report what changed.
Find out if ChatGPT recommends you
Send us your store URL and your top 3 products. We'll run the free check and email you the results within 48 hours.