Viplor reads public product pages and checks how complete and clear their data is for ChatGPT, Gemini and Copilot. It shows what to fix first, field by field.
100+ stores already scanned
Viplor checks your public page data. It does not measure real presence in AI assistants.
What shoppers see in AI chat
Viplor scores product data for ChatGPT, Gemini and Copilot, and measures store access and checkout details with its own Viplor criteria. These scores describe public page data. They do not measure real presence in assistants.
ChatGPT
Gemini
CopilotProduct names and logos are trademarks of their respective owners. Viplor is not affiliated with, endorsed by or sponsored by any of these companies.
Why now
Illustrative example
1 · Linen & Loomlisted
2 · Casa Cottonlisted
3 · Pure Restlisted
yourstore.comexample
A shopper sees a name, a price and sizes. An assistant does not browse your store that way. It reads the data behind the page. The list above is a fictional example, not a result for a real store.
Illustrative example
brandmissing
gtinmissing
hasVariantmissing
descriptionthin
Assistants rely on brand, identifiers, price, availability, variants, description. When a field is missing or ambiguous, nothing looks wrong on screen. Viplor makes that gap visible.
Illustrative example
example › open example-goods.invalid
example › brand missing
example › gtin missing
example › not a real store
The product data score compares your pages with checks for ChatGPT, Gemini and Copilot. The Agents score applies Viplor criteria to product page access, structured product data, taxes, shipping, returns, guest checkout and Shop Pay.
How it works
Create an account and enter your store's address. Optionally add product URLs or import a CSV to choose which products are covered.
It finds product pages through your sitemap and links, follows robots.txt, and analyzes a sample of them per store audit. Viplor reads your pages gently, one request at a time.
A readiness score from 0 to 100, field-level findings prioritized P0 to P2, and a clear recommendation for each, so you know what to fix first.
The AI readiness score
The band describes the product data on your pages. It does not say how any assistant will treat your store.
40%
Structured data, name, description, image, price, availability, brand, seller and the product link. The share that is present counts.
14%
Size, color and other options grouped under one identifier, only when the product has variants.
12%
A barcode (GTIN), or a brand together with a manufacturer part number, in the page data.
8%
New, refurbished or used.
8%
Shipping cost and where you deliver, in the page data. If it lives only in Merchant Center, it is not found in your pages' data.
6%
A return policy in the page data.
6%
Average rating and review count, only when the product has reviews.
6%
More than one photo.
This product data score is separate from the Agents score. The Agents score uses 19 binary Viplor criteria marked Met, Not met or Not checked. Not checked criteria are not counted. The category weights are C1 16, C2 34, C3 38, C4 4 and C5 8. The score is 100 times Met points divided by verified points, rounded half up. A proven Not met result for B1 or C4 caps the score at 49. Viplor does not measure real presence, ranking or sales in AI assistants.
What you get
Each audit produces one report, built only from the pages Viplor actually read.
0 to 100
A score from 0 to 100 for your store and for each product, with a breakdown for ChatGPT, Gemini and Copilot.
fields
Each finding names the field at fault, such as brand, identifier, price, availability or variants, on the products it affects.
P0 to P2
Findings are prioritized P0, P1 and P2, each with a concrete recommendation, so the most important work comes first.
history
Every audit stays in your history. Make your fixes, then re-run to check them, up to once every 4 hours.
Viplor does not measure real presence, ranking or sales in AI assistants.
Trust and safety
Viplor only looks. It never changes anything, and it treats your data with the same care.
No login to your store, no plugin, no app to install. Viplor never writes anything to your site.
It reads only pages any visitor can reach, and it follows your robots.txt.
Viplor reads your pages gently, one request at a time, and follows your robots.txt.
Each customer's stores, audits and results are isolated from every other customer's at the database level.
Ask us and we erase your personal data after a 7-day waiting period that you can cancel.
Creem handles checkout, VAT and invoices. We never receive your card number.
Viplor is operated by BALTICSOUTH OÜ, a company registered in Tallinn, Estonia, and subject to EU data-protection law. Read the Privacy Policy.
Pricing
€29 /month excl. VAT Billed monthly. Cancel anytime.
€290 /year excl. VAT Billed yearly. Cancel anytime.
Full audits of your store, when you want them.
Not ready to subscribe? Get a free preview →
No free trial. The free preview is how you try Viplor.
Create your account → subscribe via Creem → run your first store audit.
Cancel anytime from Settings → Billing (or the Creem customer portal).
Prices in EUR: €29 per month or €290 per year. Prices exclude VAT. Creem calculates and adds any applicable VAT at checkout. Invoices are issued by Creem, our Merchant of Record. Fair-use limits apply.
Something else? Write to hello@viplor.app. We reply within 2 business days.
A number from 0 to 100 that reflects how complete and unambiguous your product page data is for ChatGPT, Gemini and Copilot, including whether brand, identifiers, price, availability and variants are present, valid and consistent. It is calculated from the public pages Viplor reads during an audit, for your store and each product.
The Agents score checks 19 binary criteria marked Met, Not met or Not checked. Not checked criteria are not counted. Its category weights are C1 16, C2 34, C3 38, C4 4 and C5 8. The score is 100 times Met points divided by verified points, rounded half up. A proven Not met result for B1 or C4 caps the score at 49. A store that reads well for shoppers can still score low. D3 and D3b, and D5 and D5b, are separate steps. Many Shopify themes do not include shippingDetails, MerchantReturnPolicy or itemCondition in their product data by default.
B4 is worth 11 points and requires a valid GTIN with 8, 12, 13 or 14 digits and a valid check digit. An MPN or SKU does not count. Robots checks follow four cases: a named ViplorBot opt out means no score and an opt out message; a platform default rule, such as Shopify blocking /cart, is Not checked; a merchant added rule for all robots that closes a page useful for buying is Not met and the rule is stored; anti bot blocking makes C1 Not met and leaves the other points Not checked.
Scores map to three bands:
The band describes the data on your pages, not how any assistant will treat your store.
Some explanatory text in a report is written with AI and can contain mistakes, so review it before acting on it.
No. Viplor does not measure real presence, predict or guarantee visibility, ranking, recommendations, traffic or sales in any AI assistant or search engine. The product data score checks page data for ChatGPT, Gemini and Copilot. The separate Agents score checks Viplor criteria. What each assistant does with that data is up to the assistant.
Viplor works from your public product pages, so it does not depend on your platform and needs no plugin or integration. If a shopper can open a product page without logging in, Viplor can usually read it. Content that appears only after scripts run in the browser may not be visible to it.
Yes. Viplor is read-only: it never logs in to your store and never installs or changes anything. It reads only public pages, follows your robots.txt, and reads your pages gently, one request at a time.
Only submit stores you own or are authorized to audit.
Cancel anytime from Settings → Billing (or the Creem customer portal). You keep access until the end of the period you have already paid for, and you will not be charged again.
Refunds are covered by our Refund and cancellation policy. They are processed by Creem, our Merchant of Record, to your original payment method.
Use “Delete your account” in the app, or e-mail hello@viplor.app from your account address. After a 7-day waiting period, during which you can still cancel the request, we erase your personal data and keep only the billing records we must retain for accounting, without your name, e-mail or store. If you have an active subscription, confirming the deletion also ends it, so you are not charged again; the rest of the period you already paid is not refunded. Details are in our Privacy Policy.
Viplor is built and operated by BALTICSOUTH OÜ, a company registered in Estonia (registry code 17114245, VAT number EE102799390) and based in Tallinn. You can reach us at hello@viplor.app.
Free preview of your product pages. An email is required, no card is needed, and it usually takes a few minutes.
