AI Tool Listing Readiness Auditor

Audit public-safe marketplace copy for AI tools, MCP servers, browser extensions, Apify Actors, skills, and launch assets before publishing.

This Actor produces a compact readiness report for founders, developers, and marketplace operators. It checks whether a listing explains the product clearly, avoids unsupported claims, includes basic support and pricing context, shows public evidence, and does not expose secrets, customer data, private dashboards, confidential source code, or unpublished implementation details.

What it checks

• Product name, target marketplace, title, and tagline clarity
• Description length, specificity, and user value
• Pricing explanation and support path
• Evidence for public claims and launch readiness
• Limitations, non-guarantee wording, and data-handling clarity
• Risky terms such as guaranteed approval, guaranteed revenue, bypass, evasion, or hacking claims
• Public-safety blockers including API keys, bearer tokens, cookies, private keys, credentials, webhooks, private dashboards, customer personal data, and confidential implementation details

Typical use cases

• Review an AI tool listing before publishing
• Check an MCP marketplace listing for missing evidence or support text
• Audit a browser extension, skill, SaaS tool, or Apify Actor listing before launch
• Produce a lightweight go/no-go readiness report for a release checklist
• Detect public-copy risks before sharing product material with users, partners, or marketplace reviewers

Input

Provide only public-safe text:

• productName
• targetMarketplace
• title
• tagline
• description
• pricingText
• supportText
• evidenceText
• limitationsText
• dataHandlingText

Do not paste passwords, API keys, tokens, cookies, private dashboard exports, customer personal data, confidential source code, private endpoints, deployment secrets, internal runbooks, or unpublished implementation details.

Output

The Actor writes one JSON item to the default dataset. The result includes:

• status
• productName
• targetMarketplace
• score
• riskLevel
• verdict
• summary
• blockingIssues
• warnings
• recommendations
• checks
• inputPolicy
• auditVersion

Scoring model

The score starts at 100 and is reduced for missing or weak listing elements, unsupported claims, unclear pricing or support, missing evidence, missing limitations, and public-safety risks. A detected secret, credential, private key, private dashboard excerpt, customer data, or confidential implementation detail blocks the listing until removed.

Default daily test readiness

The default input is synthetic and public-safe. It is designed to finish quickly and produce one non-empty dataset item, so Apify's automatic Store test can verify the Actor without scraping, proxies, browser automation, credentials, or paid external resources.

What this Actor does not do

This Actor does not scrape websites, use proxies, open browsers, collect credentials, access private dashboards, bypass platform controls, guarantee marketplace approval, provide legal advice, provide compliance certification, or guarantee revenue.

Privacy and safety

Use only public-safe listing copy. The Actor is a launch-readiness and public-copy risk checklist, not a legal, financial, security, compliance, or marketplace-approval determination. It is intentionally capability-level and does not require private source code, credentials, customer data, internal policies, or production runbooks.