For Shopify stores · Founding beta
AI Visibility for Ecommerce Brands
See how AI assistants describe your products and fix the gaps
SourceVision measures your products' AI visibility: it asks AI assistants the questions your shoppers ask and records how they describe and recommend each product. Where an answer is thin or wrong, it proposes a listing fix: content for the SourceVision block (the product-page FAQ and answers block) and a clean Google title and description. You approve each proposal, and the app applies it and checks that it landed.
The founding beta is invite only. Free during the founding beta. Founding partners get 50% off list price after the beta. Pricing
How it works
Measured, approved, applied and checked
- 1
Measure
The app asks ChatGPT, Gemini and Perplexity the questions your shoppers ask, and records how they describe and recommend each of your products.
- 2
Approve proposals
Where an answer is thin or wrong, the app proposes a listing fix: content for the SourceVision block on the product page, and a clean Google title and description. Nothing changes on your store until you approve it.
- 3
Applied and checked
The app applies each approved change, reads the product back to check that it landed, and logs it in Activity with what it replaced.
The measurement
What the app measures, and how
ChatGPT, Gemini and Perplexity
The assistants the app measures. It asks each one the questions your shoppers ask about your products.
A range, not a single number
AI answers vary between runs; we report the range, so you know what moved and what is noise.
Every answer kept
Every answer the app collects is kept, so your scores can be re-checked.
The SourceVision block
Five parts, built from your product facts
Each SourceVision block proposal answers what shoppers and AI assistants look for on a product page, in five parts:
- What is it
- Who is it for
- How does it work
- How is it different
- Questions from shoppers
Built for merchants who read the fine print
What the app will not do to your store
You approve every change
Each proposal shows every field it will send, including fields re-sent unchanged. Nothing is written before you approve it.
No medical or outcome claims
The app never writes them, and it never edits fixed product text such as directions or ingredients.
Your theme stays yours
The app reads your theme list to show you where the SourceVision block goes. Adding the block and publishing a theme are your acts.
No customer data
The app reads products, product pages and the theme list. It does not read customers or orders.
Why we built it
We built it for our own stores first
We have spent 27 years building and promoting ecommerce brands, on marketplaces and on our own stores. When shoppers started asking AI assistants what to buy, we had no way to see what those assistants were telling them about our products, and no safe way to fix it.
So we built SourceVision for our own stores first, and every feature still runs there before it reaches yours.