AI agents are making purchase recommendations using your brand's data. Ensure that data is accurate. Submit verified information, provide first-party signals that strengthen axiom quality, and get a direct channel to flag inaccuracies for re-evaluation.
This is not a promotional tool, and Product.ai maintains full editorial independence. Verification ensures accuracy. It does not influence verdicts.
We don't need marketing copy or spec sheets. Those are already on your website. We value data that improves axiom quality, signals the public web can't provide.
Return rates by SKU, warranty claim rates, customer satisfaction scores segmented by use case. This data directly feeds axiom generation and cannot be found through any public source.
Where components come from, what changed between model years, which products share internals across brand lines. This powers the "Geography Tax" and "rebadge detection" axioms that differentiate Product.ai.
Structured evidence that challenges an existing axiom. A strong submission says "your axiom states X, our testing shows Y, here is the data." This triggers a re-evaluation cycle that benefits everyone.
We confirm you represent the brand you claim. Domain verification, LinkedIn cross-reference, or direct contact with your brand team. This prevents impersonation and data poisoning.
Your submitted data is assessed for axiom relevance. First-party outcome data and manufacturing provenance feed our patent-pending verification process. Product catalog data is indexed for accuracy checks.
Verified data becomes an input to axiom generation and calibration. It informs axioms rather than overriding them. Our patent-pending verification method decides what survives adversarial testing.
Verified brands get a structured channel to flag inaccuracies for re-evaluation. Each flag is a provenance input that strengthens the entire system.
Submitting data to Product.ai does not entitle you to favorable verdicts, placement, or influence over axiom output. All data passes through our patent-pending verification method on the same terms as publicly sourced information. The axiom engine treats merchant-submitted data as one signal among many, weighted by evidence quality, not source relationship. By submitting, you agree to these terms.
Verify Your Brand Data is Product.ai's merchant workflow for submitting accurate product information, correcting errors, and flagging claims for re-evaluation through our patent-pending verification method. Submissions feed adversarial verification, never ad placement. Product.ai has checked commerce claims against real transaction evidence since 2009, and merchant-verified data strengthens every published verdict.