AI review summaries for Shopify
Social proof for products nobody has reviewed yet.
TrueView AI reads what people already say about a product across the public web and adds a clearly labelled AI summary to its page — in every language your store sells in.
Installs start on the App Store, where Shopify shows you the permissions before anything is added to your store.
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The live card from our demo store, fetched 2 November 2026. Tap a topic.
Honest by design.
What shoppers see
- It says it’s AI, up frontThe first line tells shoppers the review was written by AI from public sources.
- What people really thinkThe good and the bad, in one short paragraph. No sales pitch.
- Numbers that mean somethingEvery figure is a count of sources, never a rating made up for the page.
- A clear disclaimerEach card ends by saying it is not a verified customer review.
What it never does
- Make up ratingsStars appear only when other sites have already published ratings, as their average.
- Pretend to be a customerIt never writes in the voice of a reviewer or signs a name.
- Publish behind your backNothing reaches your store until you read the draft and press Save and publish.
- Let anyone rewrite itThe summary can’t be edited by hand, so it stays what the sources say.
When there isn’t enough to say, it says so.
If the public web doesn’t discuss a product enough to summarize, TrueView AI publishes nothing for it and tells you why.
If the web talks about that kind of product but not your exact one, you get a summary of the kind, clearly labelled, and you decide whether to publish it.
And a product’s card reaches your storefront only after you’ve read its draft and pressed Save and publish.
It looks like part of your theme.
The card takes its font and colors from your product page, so it reads as part of your theme, light or dark, with no setup. If you want it different, the switches are in the theme editor.
Fonts
your theme’s own, at your text size
Colors
borders and tints drawn from your page’s own text color, light or dark
Any
theme. One switch in the theme editor, no code to edit.
Yours
to tune: card style, corners, star color, text size and spacing
It won’t slow your store.
The card loads only on product pages that have one, weighs about as much as a small icon, and uses your theme’s own fonts and colors. Nothing is added anywhere else.
0 KB
on every page without a card. Nothing loads.
≈6 KB
for the whole card, compressed: style, text and script
0
cookies, trackers or outside services on your store
0
fonts or images downloaded. It uses what your theme already loaded.
Every language your store sells in.
Card text is translated into every language your store publishes — on every plan, including Free. The card’s own labels ship in 10 languages.
- English
- Español
- Français
- Deutsch
- Italiano
- Português (Brasil)
- 日本語
- 简体中文
- עברית
- العربية
Built to support FTC, EU and UK disclosure rules.
Rules on fake and AI-written reviews tightened in 2024 and 2025. Every TrueView AI card opens by saying it is an AI review of public sources, and closes with a plain disclaimer that it is not a verified customer review.
How it works
Three steps, and you see every draft first.
Install from the App Store
Shopify shows you the permissions before anything is added to your store.
Review a draft
Generate a card for a product and see exactly what shoppers will see before it goes live.
Publish
Press Save and publish, then turn on the TrueView AI app embed once in your theme.
Pricing
Start free. Upgrade when you need more.
Free
Trying it out
$0
- Products5
- Generations a month10
- TranslationsEvery store language
- Bulk generate and publishIncluded
Starter
A small store, on autopilot
$4.99 / month
- Products25
- Generations a month75
- TranslationsEvery store language
- Bulk generate and publishIncluded
- Monthly refreshAutomatic
Growth
Whole-catalog coverage + your own reviews
$14.99 / month
- ProductsUnlimited
- Generations a month300
- TranslationsEvery store language
- Bulk generate and publishIncluded
- Monthly refreshAutomatic
- RegenerateUp to 3 a day per product
- Judge.me reviewsBlended in
Prices in USD, billed through Shopify every 30 days. No card needed for Free.
What merchants ask first.
What is TrueView AI?
TrueView AI is a Shopify app that adds a clearly labelled AI review summary to your product pages — including products that don't have any customer reviews yet. It reads public discussion of the product on review sites, forums and communities like Reddit, and writes a summary that says it is AI-generated and how many public sources it is based on. It summarizes what is already said publicly, and when there isn't enough to go on, it tells you instead of publishing anything.
What happens if my product has no public reviews?
Private-label and unbranded products often have no discussion under their own name. When that happens, TrueView AI summarizes what shoppers say about the product type instead — the card says so in its heading and disclaimer, and never shows a star rating. If there isn't enough discussion of the product type either, TrueView tells you rather than inventing one.
How does TrueView AI handle disclosure rules?
Every card opens with a disclosure that it is an AI review of a stated number of public sources, and closes with a disclaimer that it is not a verified customer review. That disclosure is built to support rules on fake and AI-written reviews, such as the FTC's 2024 rule, EU consumer-protection law and the UK Digital Markets, Competition and Consumers (DMCC) Act. This isn't legal advice — check what applies to your store.
Can I edit an AI-generated review?
No. To keep the summary transparent, it can't be hand-edited. You can regenerate a review or unpublish it, but the wording stays exactly as the AI produced it.
What does the Free plan include?
The Free plan includes AI reviews for up to 5 products, 10 review generations every month, the storefront review widget, one-click bulk actions, translations, and the AI disclosure — no credit card required. The paid plans (Starter $4.99 and Growth $14.99 per month) add more products and monthly generations; on-demand regenerate and Judge.me integration are Growth features.