What if your best-selling product
is invisible?

0

The way products get found just changed forever.
Your listings weren’t built for it.

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COSMO

The algorithm that replaced twenty years of keyword search.

Amazon's search engine no longer matches keywords to products. COSMO builds a knowledge graph of shopper intent — mapping what people mean, not what they type.

Amazon SIGMOD 2024
RUFUS

The AI assistant that decides if shoppers see your listing.

250 million customers have used Amazon's AI shopping assistant. It reads your listing, interprets your content, and decides whether to recommend you — or your competitor.

Amazon, 2025
0M

daily AI decisions on Amazon.

Every one reads a product page.
Every one decides if a shopper sees it.

Oct 2024 · growing 210% YoY

$68B spent on Amazon ads this year
$0 spent making listings work for the AI that decides

The #1 product in Home & Household

0/month

Industry Standard Scores for keywords & content presence 7/10 Optimized
vs
RunProof Scores for COSMO intent & AI readability 0 More upside

Same listing.
One tool uses the old model and says you're maxed.
RunProof shows your full sales growth potential based on the new metric.

What RunProof answers

What are you claiming?

Where is it proven?

Do customers validate it?

What questions are still unanswered?

Amazon product listing
Keyword Stuffing
Title reads like a spec sheet, not a product
No Sensory Language
COSMO can't map "absorbent" to how it feels
Missing Activity Context
No connection to cooking, cleanup, or meal prep
NO SPN FACETS
FEATURE DUMP
NO AUDIENCE
run PROOF
41 NEEDS WORK

Every fix, quantified. Every marketplace, live.

Revenue impact per recommendation. RunProof's proprietary model calibrated with API category data across 8 markets.

 

22 Amazon marketplaces Walmart US 10 currencies

Run yours.

We'll diagnose your top ASINs and show you exactly where organic revenue is hiding.

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PROOF
rick@runproof.run