See your store the way an AI shopper does.
Shopify now serves your catalogue to AI shopping agents. Descriva asks that catalogue real shopper questions and checks each answer against your own product text — every finding quoted from your listing. Correct it with one sentence, publish, verify. One free assessment per store; the SEO toolbox comes with it.
Who it's for
Shopify merchants whose product pages carry the facts a buyer decides on — material, size, care, what's in the box — and who want to know whether an AI shopping agent can find them. Roughly 10–5,000 SKUs.
The problem
When a shopper asks an assistant for “a waterproof jacket under $200”, the agent queries the catalogue Shopify publishes for your store and reads your product text — and you never see the exchange. If the text is silent on waterproofing, the agent has nothing to go on. You can't fix what you can't see.
How it works
- Step 1A shopper asks
Descriva writes six questions: half translated from phrases shoppers really search for, half probing an attribute your category divides on.
- Step 2Shopify returns products
The same catalogue an AI assistant reads answers each question. You see which product came back.
- Step 3Descriva checks the evidence
Each requirement is judged against your product text — Met, Partly, Contradicted, Not stated — with the words quoted.
- Step 4You confirm the fact
Type the truth in your own words, or say the description is accurate. A contradiction is not a defect.
- Step 5Publish in one click
Your description with one sentence added and nothing else changed goes to Shopify on your approval. The old wording is kept.
- Step 6Verify
The same question, asked again, judged the same way. Verified means the catalogue now says it.
Also inside: the SEO toolbox
The App Store listing's screenshots — the tools that ship alongside the store test, under Tools in the app.
Key features
Six real shopper questions asked of the catalogue Shopify serves to AI agents. You see which product came back and the exact words in your listing that answered — or didn't.
Met, Partly, Contradicted, Not stated. Silence is never turned into a fault, and a contradiction is not a defect when your description is accurate.
Half of each test is translated from phrases shoppers really search for, with the estimated average monthly Google searches for your market beside the question.
Type what a customer asks you and run the same check, judged the same way.
Confirm the true fact in your words. Descriva shows your description with that one sentence in it and publishes on your approval. Nothing else changes.
The same question, asked again, judged the same way. Verified means the catalogue now provides the information — never a claim about rankings.
Every test, answer and change on record, in order.
Descriptions and SEO fields, collections, alt text, structured data, blog, Search Console and keyword tracking — each reviewed before it publishes.
Why Descriva
Not your storefront pages: the catalogue Shopify serves to AI assistants. That is a different, smaller thing, and it is the one that matters now.
Every finding is a line from your own product text. There is nothing to take on faith — open the product and check.
If your description never mentions nickel, Descriva says “not stated”. It never says your earrings contain nickel.
A correction is shown in full before it goes to Shopify, and the wording it replaces is kept in History.
Pricing
One free assessment per store, then plans billed through Shopify. Pro has a 7-day free trial.
One full store test: six questions, your text quoted as the evidence, one correction published and verified. Once per store.
Keep testing as your catalogue changes. Descriptions, SEO title & meta, URL handle, tags, Search Console and keyword tracking.
+ blog and autopilot, structured data in your theme, brand voice, history and restore, image analysis (200/mo).
+ bulk optimization (100 products, 3 jobs/day), image analysis (2,000/mo), AI alt text (2,000/mo).
FAQ
What is Descriva?
Shopify now serves your catalogue to AI shopping agents. When a shopper asks an assistant for “a waterproof jacket under $200”, the agent queries that catalogue and gets back your products and your product text — and you never see any of it. Descriva shows you. It asks your store's agent catalogue real shopper questions, then checks what came back against your own product text. Every finding is a quotation from your listing.
How is it different from an SEO app or an AI-visibility score?
Three rules. It reads what agents actually receive — the catalogue Shopify serves to AI assistants, not your storefront pages. It only says what it can quote — every finding is a line from your own product text. And silence is not a verdict — “not stated” is never turned into “no”. It is not a rank tracker, and it won't give you a score to chase.
Does this get me recommended by ChatGPT?
No tool can promise that, and we won't. Descriva checks whether your product text can answer what a shopper asks — the source every AI assistant reads from. Whether a given assistant recommends you depends on things outside your listing. We fix the part that's yours.
What do you read, and what do you change?
We read the agent catalogue Shopify already publishes for your store. We change nothing unless you approve it: a correction is shown in full before it is published, and the wording it replaces is kept in History. Descriva has no access to your customers or orders.
What's in the free assessment?
One full test of your store: six shopper questions, the products Shopify returned, and your own text quoted as the evidence. Confirming facts, the updated description and up to three verifications are included, so you can complete one correction end to end. No card, once per store.
What does it cost after that?
Starter $14.99, Pro $34.99 (7-day free trial) and Scale $99.99 a month, billed through Shopify — 20, 60 and 200 store tests a month, plus the SEO toolbox. Pay annually on any paid plan and get 2 months free.
Install Descriva
Available on the Shopify App Store. One free assessment, no card; Pro starts with a 7-day free trial.
Open the App Store listingQuestions: hello@lunalink.ai