beyondreviews.
Free instruments

Free tools that do
one honest thing each.

No sign-up, no email wall. Generate valid review schema, preview your star snippet, check whether AI can read your reviews, and more.

  1. 01Schema

    Review Schema Generator

    Paste your product and ratings, get valid Product and Review JSON-LD to drop into your theme. The markup that puts stars in Google.

  2. 02Search results

    Rich Snippet Preview

    See how your star rating will look in a Google result before you ship the markup. Tune the title and rating and watch the snippet update.

  3. 03AI search

    AI Readiness Checker

    Check whether a product page renders its reviews and schema where search crawlers and answer engines can actually read them.

  4. 04Calculator

    Review ROI Calculator

    Estimate the extra reviews and the revenue a higher response rate could earn you. Transparent assumptions, your numbers.

  5. 05Copy

    Review Request Email Generator

    Generate a clean, on-brand review request email and subject line in seconds. No exclamation marks, no hype, just the ask.

  6. 06Copy

    Review Response Generator

    Draft a merchant reply to any review in seconds. Pick the star rating and tone, get a response that is honest and on-brand.

  7. 07Calculator

    Review Velocity Calculator

    How many reviews will you have by your target date at your current rate? See the gap and what review rate you actually need.

  8. 08Eligibility

    Google Seller Ratings Checker

    Check whether your store qualifies for star ratings in Google Shopping ads. Four requirements, instant result.

  9. 09Audit

    Review Audit Checker

    Score your review setup across eight factors that affect search rankings, rich snippets, and AI citations. See your grade and the highest-impact fixes.

  10. 10Benchmarks

    Competitor Review Benchmarker

    See where your review count and average rating stand against other stores in your niche. Percentile ranking by category.

  11. 11Analytics

    Review Dispersion Analyzer

    Enter your star distribution and get an authenticity signal, weighted average, and what the shape of your reviews tells buyers.

  12. 12Statistics

    Wilson Score Calculator

    Enter your 1-to-5 star counts and get the Wilson lower bound — the statistically honest floor of your true rating. See how many reviews you need to reach a target rating.

  13. 13Compliance

    FTC-Safe Response Templates

    Get a ready-to-use merchant response for any review type. Templates follow FTC guidelines, platform policies, and the BeyondReviews house voice — honest, no exclamation marks.

  14. 14Validation

    Review Schema Validator

    Paste your Product or Review JSON-LD and get an instant pass-or-fail against Google's product review eligibility requirements. Know before you ship.

The tools measure the problem. The engine is how we fix it.

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