JSON-LD Output
Generate a clean script block for Organization, LocalBusiness, ProfessionalService, AggregateRating or Review markup.
Review structured data and legal-risk control
Google ReviewSchema Generator
Create JSON-LD for Organization, LocalBusiness, ProfessionalService, AggregateRating or Review markup, then score whether the rating claim, source evidence, entity scope and page context are safe enough to publish.
Purpose
Generate Review Schema Without Turning Structured Data Into A Risky Claim
Review schema can help machines understand a rating claim, but it can also amplify inaccurate, unsupported or policy-sensitive review statements. This tool creates JSON-LD and checks whether the underlying claim is reliable enough for publication.
Entity Matching
Check whether the schema entity matches the exact branch, website page and Google profile.
Source Controls
Record rating, count, source URL, Place ID, last verified date and screenshot assumptions.
Publication Score
Score structured-data risk across source proof, freshness, volume, entity scope, sector and review markup choices.
Why it matters
Structured Data Can Magnify A Rating Claim
A page can look clean to visitors while its structured data overstates a rating, aggregates the wrong entity or marks up testimonials that should not be promoted. Professional and legal websites need conservative schema governance.
Wrong entity
A schema block can attach a rating to the wrong branch, legal entity, practitioner or service page.
Unsupported rating
A rating copied manually or checked months ago may not match the live Google profile.
Review markup risk
Selected review markup can look like testimonial cherry-picking or outcome advertising.
Policy uncertainty
Search engines and platforms may ignore or penalize markup that is self-serving, unverifiable or misleading.
Schema workspace
Generate, Validate And Risk-Score Review JSON-LD
Enter the entity, source evidence, rating and schema plan. The tool creates JSON-LD and highlights whether the markup should be published, revised, reviewed or held.
This tool is an informational structured-data governance aid. It does not validate Google eligibility, guarantee rich results, replace legal advice or replace technical review against current search engine guidelines.
Method
The Score Treats Review Schema As A Machine-Readable Public Claim
The rule combines source reliability, rating volume, freshness, entity scope, page context, markup type, sector sensitivity and mitigating controls. Lower scores mean the JSON-LD is easier to publish; higher scores need revision or review.
- Source inputs check whether rating, count, profile and verification date are auditable.
- Scope inputs check whether the schema applies to the exact entity and page.
- Markup inputs distinguish conservative aggregate data from selected testimonial promotion.
- Privacy inputs flag law firm, regulated-service and confidential-context risks.
Governance
What Safer Review Schema Includes
Structured data should mirror a documented claim, not create a stronger one.
Schema Record
Keep source URL, Place ID, rating, count, verification date, screenshot and owner in a record.
Exact Entity
Attach rating markup only to the matching branch, entity or canonical page.
Conservative Markup
Prefer aggregate data over selected review snippets for law firms and sensitive services.
Interpretation
How To Read The Schema Publication Score
0-25
Publish-ready The schema can usually go live after JSON validation and final source checks.
26-45
Add controls Add source, entity, date, screenshot or page-scope controls before publication.
46-65
Legal or technical review The markup type, entity scope, sector or source evidence should be reviewed.
66-100
Hold schema Do not publish until source, policy, entity or privacy issues are corrected.
Tool hub
Need The Visible Review Asset Too?
Use the badge or widget tools for visible display, and use Place ID before publishing links, widgets, badges or schema.
Badge
Create a compact visible rating badge to match the schema claim.
Widget
Use a fuller widget when the page needs source, count and verification context.
Place ID
Verify the Google profile before binding the schema to an entity.
Preliminary review
Need To Review Structured Data Before Publication?
Pimlegal can review schema claims, source evidence, entity scope, testimonial wording, privacy risks and structured-data implementation before publication.