Find what buyers and AI agents can't understand in your listing.
Nimbuy reads your listing as a security reviewer, procurement lead, engineer and AI agent would, and shows the evidence.
Every finding quotes your page
Or lists the exact words it searched for and did not find.
Limits are measured by code
Character counts, unsupported characters and pricing fields are checked, not estimated.
Scores are computed, not guessed
The model answers criteria. Code verifies the quotes and does the arithmetic.
One listing, four reviews you never see.
Buyers rarely ask. They read the page, and when one reader cannot answer a question from it, the evaluation ends quietly.
Security reviewer
Where is customer data stored, and can we choose the region?
No certification, region or retention statement anywhere on the page.
Procurement
What exactly is one pricing unit, and what happens when we exceed it?
A price with an undefined unit and no overage rule.
Technical evaluator
Which AWS services and tools does it connect to, by name?
“Integrates with your stack” and nothing an engineer can test.
AI search and agents
What does it do, and for whom, in the first 20 words?
Brand language that matches no buyer query and gives an agent nothing to extract.
Method
Measured by code. Judged by a model. Verified by code.
Language models read a messy page the way a person does, and are unreliable at counting and quoting. Nimbuy uses each for what it does well, then checks the model's work.
- 01Code
Extract
The public page, or text you paste, is read into fields: title, descriptions, highlights, categories, pricing dimensions and support.
- 02Code
Measure
Characters are counted against AWS limits. Unsupported characters, unsupported adjectives and pricing descriptions are checked directly.
- 03Gemini
Judge
Gemini answers 12 buyer questions and 23 criteria and lists what an AI agent could extract. Each answer needs a quote, or the words it searched for.
- 04Code
Verify
Every quote is matched against the page. A quote that is not there is removed. An absence claim is dropped if the page contains the words.
- 05Code
Score
Fixed arithmetic turns the verified answers into seven dimension scores and one overall score. The model never writes a number.
A report you can act on, not a grade.
A score with reasons
Seven dimensions built from named criteria. Open any score to see which criterion cost points.
Buyer readability
How many of 12 reviewer questions the page answers, grouped by reader.
AI-agent readability
How many of 8 facts an agent can extract: purpose, audience, integrations, security, pricing unit and interface.
Evidence on every finding
Quotes from your page. AWS rules are quoted with their source and marked requirement or recommendation.
Your top three fixes
Ordered by how many readers they unblock, each with the exact change.
A rewrite on request
Paste-ready copy that uses only facts from your page and flags anything you must confirm.
Fix first, 1 of 3
Sample, fictional listingA security reviewer finds nothing to clear.
Legal teams handle confidential agreements. Without certifications, data location and retention on the page, the listing is dropped before a conversation starts.
The fix
Add one security paragraph with certifications and how to obtain the report, AWS regions, retention and deletion, and the model-training statement.
Evidence from the page
Not on the page
Searched the whole listing for
SOC 2,ISO 27001,HIPAA,FedRAMP,AWS region,data residency,retentionand found none.
Listing Optimize
Want it fixed? A person does it with you.
Listing Optimize takes the audit, rewrites your listing against the four readers, and gives you copy to paste into the portal. You approve every change and you click Submit.
- A four-reader check of your listing
- A rewritten listing, ready to paste
- A co-sell kit or handover note
$500
Introductory price. 3 business days.
Ask about Listing OptimizeWorks from your public listing. No AWS account access is needed to start.
Straight answers.
Something missing? Email krishna@nimbuy.io.
- Which listings does it work on?
- Public AWS Marketplace listings. It is built and tested mostly on SaaS listings, where the pricing and private-offer checks apply fully. For other delivery types the report says which rules it did not apply.
- Will fixing the findings raise my ranking or win deals?
- Nobody can promise that. AWS publishes no ranking weights and Nimbuy does not claim to know them. The audit shows what a buyer or an AI tool can and cannot find on your page today.
- Is the score an AWS rating?
- No. Nimbuy is independent and not affiliated with AWS. The score applies Nimbuy's rubric to your public page. Where a finding rests on an AWS rule, the report quotes it and says whether AWS states it as a requirement or a recommendation.
- How do I know the findings are real?
- Each one carries a quote from your listing, or the words Nimbuy searched for and did not find. Code re-checks that evidence against the page before you see it.
- What happens to my listing text?
- It is sent to Gemini (Google) to judge the criteria, and the finished report is saved under a private link. There are no accounts, ads or trackers. The privacy page has the details.
- Is the audit free?
- Yes. Listing Optimize, where a person rewrites the listing with you, is the paid step.