For Shopify brands · Invite-only beta

See what AI assistants say about your products. Then fix it.

Shoppers now ask ChatGPT, Gemini, Perplexity and Amazon's Rufus what to buy. SourceVision measures what those assistants say about your products, proposes fixes, applies them after you approve, and verifies they landed.

Free during the beta. Founding stores keep 50% off list price after it.

Dead Sea Mud Soap Bar Landed
Visibility · gentle soap for sensitive skin
12.4%8.1% – 16.0% · n=225
Before
Merchant description only. Assistants guessed the scent and skipped who it is for.
After
What it is, who it is for, what it is not, and a four-question FAQ. Verified on read-back.

Example values. Live figures follow the Jericho re-scan.

The problem

A new sales channel you cannot see into

When a shopper asks an AI assistant for "a gentle soap for sensitive skin", the assistant answers from whatever it can read about your product. If your page does not say plainly what the product is, who it is for and what it is not, the assistant guesses, or picks someone else. There is no dashboard for this channel. SourceVision is that dashboard, and the fix.

The loop

Measure, propose, approve, verify

  1. 1

    Measure

    We ask the AI assistants your shoppers use the questions they actually ask, many times over, and record every answer. You get a visibility score with an honest confidence band, not a single number pretending to be exact.

  2. 2

    Propose

    For each product we draft what is missing: a clear what-it-is, who it is for, what it is not, and the questions shoppers ask. Every proposal is grounded in facts you confirmed. Nothing invented.

  3. 3

    Approve and apply

    You approve each change in the app. We write it to the SourceVision section of your product page and to Shopify's structured data. Your own product copy stays exactly where it is.

  4. 4

    Verify

    Every write is read back and recorded with its before and after. If a change did not land, or you change your mind, one click restores the previous state.

Built for merchants who read the fine print

What we will not do to your store

Your page stays yours

We never rewrite your product description. Generated content lives in its own section, shown only where you accepted it.

Human approval, always

No change reaches your store without you approving it. Theme publishing stays a merchant action.

Confidence bands on every number

AI answers vary from run to run. We report the range, so you know what moved and what is noise.

Raw answers kept forever

Every AI answer we collect is stored unchanged, so your scores can be re-checked at any time.

Proof, not promises

We run it on our own brand first

SourceVision is built by the team behind an e-commerce agency and its own skincare brands. Every feature ships to our own Shopify store before it ships to yours. The first live SourceVision section is on a real product page today, and the before-and-after is on the how it works page.

Find out how AI is describing your products today

The beta is invite only. Founding stores use SourceVision free during the beta and keep 50% off list price after it.

Request an invite