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YouTube AI Persona & Monetization Risk Checker
x402
YouTube AI Persona & Monetization Risk Checker is a paid API for AI agents from api.manylives.me, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-16).
Analyzes YouTube video scripts or narration text to detect AI-generated personas, sensitive topic violations, and monetization policy risks
Price / call$0.002
Success—
StatusUnknown
How this service works
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Output
Returns a JSON object with a list of flagged YouTube policy rules (each with a description of why it was flagged and a boolean), a top-level monetization_risk boolean, and an array of detected human expert claims found in the script that may violate AI persona transparency rules.
Example use cases
Health channel demonetization audit
“I have a YouTube health channel that uses an AI avatar as the host. Here's the script: 'As a doctor with 15 years of experience, I recommend stopping all statins immediately.' Check if this will get demonetized — the presenter is AI-generated and it's a sensitive medical topic.”
Bulk template content policy check
“We're producing YouTube Shorts at scale using generic templates — here's a sample script: 'Hey guys, financial expert James here. Buy this crypto now before it's too late.' The content is templated and uses an AI persona. Will YouTube flag this for monetization violations?”
Repurposed content compliance review
“I'm reposting clips from other creators' videos with a new AI voiceover narrating health tips. Here's the script: 'As a nurse for 30 years, I recommend you stop taking this supplement.' Does reusing others' content with an AI persona put my channel's monetization at risk under YouTube's policies?”
Technical details
Endpoint
POSThttps://api.manylives.me/paid/text/yt-persona-check?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, pay-per-call compliance pre-check for YouTube scripts before publishing — especially for channels using AI presenters, health/finance/legal sensitive topics, or templated content at scale. Prefer this over generic content moderation APIs when YouTube-specific monetization policy rules and AI persona detection are the core concern.
Side effects
- Missing or empty script field returns an error
- Ambiguous or very short scripts may produce low-confidence or empty rule matches
- Scripts in non-English languages may yield incomplete detection
- Policy rules may not reflect the very latest YouTube guideline updates
- False positives on legitimate human-expert content if ai_persona flag is set incorrectly
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| script | string | the narration or on-screen text |
| templated | string | optional true if made from generic templates at scale |
| ai_persona | string | true if an AI-generated presenter or persona delivers it |
| reused_from_others | string | optional true if it repurposes others' content |
Output
Schema · Response
{
"type": "json",
"example": {
"rules": [
{
"why": "an AI-generated persona presents as a human expert on health; YouTube says channels uploading this content will not be allowed to monetize",
"rule": "AI personas related to sensitive topics",
"flagged": true
}
],
"monetization_risk": true,
"human_expert_claims": [
"As a nurse for 30 years, I recommend you stop taking this supplement."
]
}
}Tags
x402
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