Agent Overview

Proof AI agent illustration

Proof

Claims & Messaging Substantiation

Proof keeps marketing claims defensible. It pressure-tests language for substantiation risk, creates compliant alternatives, and builds an approved claims library your teams can reuse across packaging, ecommerce, retail, and paid media. Proof doesn’t slow marketing down—it removes the rework cycle by getting copy “right enough” before it hits Legal and Regulatory. Built to support judgment, not replace it: your team decides what to say; Proof helps ensure you can stand behind it.

Primary Outputs

Typical deliverables
Claim risk scans with flagged language, rationale, and safer alternatives
Approved claim libraries by brand, SKU, channel, and retailer requirements
Compliant copy variants: headlines, captions, PDP bullets, and shelf callouts
Qualifier and disclosure language aligned to claim type and channel constraints
Substantiation checklists and evidence prompts to support claim files
Claim interpretation guidance for cross-functional teams (Marketing, Sales, eComm)

Core Capabilities

What it does
Identifies high-risk claims and vague language that invites scrutiny or chargebacks
Rewrites copy with compliant alternatives while preserving the commercial intent
Standardizes “approved language” so teams stop inventing new wording every time
Aligns claims to channel reality: packaging, PDPs, ads, social, and retailer portals
Supports substantiation discipline with evidence prompts and claim file structure
Reduces rework by catching issues before Legal/Regulatory review cycles begin

Operational Fit

How it’s used
Used By

Brand Marketing, eCommerce, Shopper, Legal, Regulatory, and Compliance teams.

Used For

Copy review, claim standardization, packaging/eComm content, and launch readiness.

Typical Questions
  • Is this claim defensible as written? What’s the risk level and why?
  • What is the compliant way to say this benefit on packaging vs. a PDP?
  • Do we already have approved language for this claim across channels?