Not a vanity score
The score is a weighted summary of explicit checks. Every deduction is visible, and missing information is never filled in to make the result look better.
Free Product Content Intelligence
See What Is Holding Your Product Content Back
Run a transparent readiness preflight across product identity, structured facts, offer data, claim-risk signals and discovery content. Then fix the highest-priority gaps first.
Private browser-only preflight
This quick checker runs locally in your browser. It does not fetch the product URL, upload your text, verify evidence or replace CopyForge's signed-in Product Content Intelligence assessment.
Priorities, not a wall of warnings
Critical evidence or identity problems surface before completeness and optimization opportunities, so the next action is clear.
Preflight, not approval
A clean result cannot guarantee marketplace acceptance, search ranking or AI-shopping visibility. Live policies, evidence and the target channel still decide what may be published.
Why these checks exist
Modern shopping systems rely on accurate product identity, attributes, price, availability and media. Google's Merchant Center specification says missing or inaccurate product data can limit eligibility, cause incorrect displays or lead to disapprovals.
OpenAI's product-feed specification likewise emphasizes accurate, up-to-date catalog data so ChatGPT can surface products with correct pricing, availability and seller context.
CopyForge adds a separate claim-risk preflight because completeness is not enough. A listing can be structurally complete and still contain an unsupported certification, health, ranking or performance claim.
Go beyond the public preflight
The full CopyForge Product Content Intelligence workspace assesses the product record you actually manage: facts, evidence, claim classifications, policy findings, channel surfaces, AI-shopping readiness and catalog changes. It keeps human approval in the loop.