AgentReadyAI visibility appCaffeine & CommerceShopify agency
AgentReady

Reviews & ratings

Your real ratings, in the markup that earns stars

Star ratings in search results and agent recommendations come from AggregateRating markup, and most stores either don't publish it or publish numbers nothing can verify. AgentReady reads the real data your review app already stores and publishes it honestly.

See it, don't take our word

The markup that earns the stars

Your review widget shows stars to humans. This is the AggregateRating markup that shows them to search engines and agents, built only from the real numbers your review app stores.

AggregateRating JSON-LD · Live
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.7",
"reviewCount": "17" },
"review": [{
"@type": "Review",
"reviewRating": { "ratingValue": 5 },
"author": { "name": "Maya R." },
"reviewBody": "Buttery soft..."
}]
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.7",
"reviewCount": "17" },
"review": [{
"@type": "Review",
"reviewRating": { "ratingValue": 5 },
"author": { "name": "Maya R." },
"reviewBody": "Buttery soft..."
}]

Sourced from your review app's actual data (Judge.me, Okendo, Loox, Yotpo, Stamped, and 21+ more). No data, no markup.

Reads 21+ review apps automatically

AgentReady knows where each review app stores its rating data on your products. It detects which one you run, shows you the evidence, and lets you confirm or override. These are the most common, and any app writing Shopify's standard review metafields works too.

Judge.me logo
Judge.me

The volume leader, unlimited reviews on every tier.

Okendo logo
Okendo

Attribute ratings, UGC, and survey data for DTC brands.

Loox logo
Loox

Photo-first reviews and referral widgets.

Yotpo logo
Yotpo

Reviews inside the broader Yotpo retention suite.

Stamped logo
Stamped

Reviews plus loyalty in one stack.

Junip logo
Junip

Lightweight, high-deliverability review requests.

REVIEWS.io logo
REVIEWS.io

Company and product reviews with Google partnership.

Opinew logo
Opinew

Imports reviews from Amazon, eBay, and AliExpress.

Growave logo
Growave

Reviews, wishlist, and loyalty bundled.

Fera logo
Fera

Reviews with photo and video requests.

Vitals logo
Vitals

Reviews inside the 40-in-1 conversion suite.

Trustpilot logo
Trustpilot

Third-party company reviews shoppers recognize.

Picking a review app? We keep an impartial, fact-checked roundup of the best Shopify review apps (pricing, schema behavior, and which ones write the markup agents read).

Read the roundup

21+ review apps, detected automatically

Judge.me, Okendo, Loox, Yotpo, Stamped, Junip, Opinew, Growave, REVIEWS.io, Fera, and the rest of the modern roster: AgentReady knows where each app stores its rating data on your products, detects which one you run, shows you the evidence, and lets you confirm or override.

Honest by construction

Rating markup renders only from real review-app data found on the product: the actual average, the actual count, and individual review content where the app stores it. No data, no markup, because invented ratings are a Google policy violation and the quickest way to teach agents your store lies.

Why it compounds

The same rating data flows into your product structured data, your agent surfaces, and the trust signals assistants weigh when choosing which store to recommend. You already earned the reviews; this makes them legible everywhere decisions get made.

Frequently asked questions

Which review apps does AgentReady support?

21+ including Judge.me, Okendo, Loox, Yotpo, Stamped, Junip, Opinew, Growave, REVIEWS.io, Fera, Air Reviews, Vitals, Trustpilot, and any app writing Shopify's standard review metafields.

My review app shows stars already, so why do I need this?

Widgets render for humans. AggregateRating markup is what search engines and agents read, and many review apps don't write it, write it incompletely, or conflict with theme markup. AgentReady publishes one clean, validated source.

What if I switch review apps?

Detection re-runs on sync; you can also override the source explicitly in settings. Ratings follow whichever app's real data is present.

Can I make the numbers look better?

No, and that's the point. The markup mirrors your review app's actual data, which is what makes it trustworthy to the systems reading it.

Make your store readable to AI agents

Free to install, AI-readable in about ten minutes, with the proof in your dashboard.