"Free review app" usually means a capped request quota, a watermark, or a widget that still phones home. Here is the actual line.
Free: import from Judge.me, Okendo, Loox, or CSV. Moderate. Reply in public. Re-host photos into your Shopify Files. Show the three theme-editor blocks. Export the whole library.
Paid: the same library, plus approved ratings written into agents.md, llms.txt, and the catalog feed.
That split is on AgentReady Reviews and in getting started. It is also why this is not a "free forever, then surprise invoice" post.
What free does not buy
It does not buy live, self-serve review-request volume. That path is a supervised pilot. Shoppers can write a review from the product page; those rows arrive unverified and pending. It does not buy stars on collection templates, question boards, or video on the storefront.
Judge.me's free plan is still the volume benchmark for collection. We said so in AgentReady Reviews vs Judge.me. If your job is unlimited requests, stay there.
Why the free tier exists
The library has to be yours even if you never pay. Otherwise "import your history" is an acquisition trap. Export is documented in Your reviews are yours and the export doc.
Readable by AI agents is the other half of the positioning. First paint does not require a paid plan. Discovery files do. Reviews AI agents can actually read is the explainer.


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