Product.ai / For Merchants / Verify
Brand Verification

Verify Your
Brand Data.

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. Product.ai maintains full editorial independence. Verification ensures accuracy - it does not influence verdicts.

Accepting verification requests · Response within 5 business days
Verification Request
Select all that apply. Higher-value data accelerates verification.
Data That Matters

Not all data is equal.

We don't need marketing copy or spec sheets - those are already on your website. We value data that strengthens axiom quality: signals the public web can't provide.

Highest Value

First-party outcome data.

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.

Example: "Our Galaxy S25 Ultra return rate is 3.2% overall, but 8.7% for customers who cited camera quality as purchase reason."
Highest Value

Manufacturing provenance.

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.

Example: "Our mid-range and flagship models share the same sensor module. The difference is software processing and lens coating."
High Value

Correction signals.

Structured evidence that challenges an existing axiom. Not "change my verdict" but "your axiom states X, our testing shows Y, here is the data." This triggers an ARC re-evaluation cycle that benefits everyone.

Example: "AX-SM-L3-SAM-012 states Exynos throttles to 60% under load. Our thermal testing data shows 72% sustained at ambient 25°C."
The Process

What happens after you submit.

01 · Review

We verify your identity.

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.

02 · Assessment

We evaluate the data.

Your submitted data is assessed for axiom relevance. First-party outcome data and manufacturing provenance enter the Axiom Distillation Protocol pipeline. Product catalog data is indexed for accuracy checks.

03 · Integration

Data enters the Truth Graph.

Verified data becomes an input to axiom generation and calibration. It does not override axioms - it informs them. The Axiom Distillation Protocol determines what survives adversarial testing.

04 · Channel

You get a direct line.

Verified brands get a structured channel to flag inaccuracies for re-evaluation. This is not a complaint form - it's a provenance input that strengthens the entire system.

Editorial independence is non-negotiable.

Submitting data to Product.ai does not entitle you to favorable verdicts, placement, or influence over axiom output. All data passes through the Axiom Distillation Protocol 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.