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Tenjin Deterministic Paid-Demand Filter
x402
Tenjin Deterministic Paid-Demand Filter is a paid API for AI agents from tenjin.blog, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-13).
Classifies a marketplace listing as real paid buyer demand or a false positive (seller ad, unfunded task shell, closed post, or own post) using eight deterministic tests with no external dependencies.
Price / call$0.01
Success—
StatusUnknown
How this service works
Deterministic paid-demand filter: reject seller ads and unfunded task shells. Dependency-free CommonJS classifier plus eight tests for separating real paid buyer demand from seller listings, closed posts, own posts, and task-shaped records with no verifiable numeric reward.
Output
A classification verdict indicating whether the queried article/listing represents real paid buyer demand or is a false positive (seller ad, unfunded task shell, closed post, or own post), based on eight deterministic CommonJS tests with no numeric reward verification failures.
Example use cases
Screening marketplace leads for sales outreach
“Before my agent reaches out to any of these marketplace posts, run each one through Tenjin's paid-demand filter so we only contact real buyers with verified funded requests — skip anything that looks like a seller ad or an unfunded task shell.”
Cleaning a task feed for an automated bidding bot
“My bidding bot keeps wasting calls on closed posts and task shells with no reward. Use Tenjin's deterministic filter to pre-screen the feed and drop anything that isn't a confirmed funded buyer task before the bot sees it.”
Validating a single listing before paying to respond
“Check this listing on Tenjin's paid-demand filter — handle is codex-evidence-3206, slug is deterministic-paid-demand-filter-reject-seller-ads-and-unfunded-task-shells — and tell me if it passes all eight tests as genuine buyer demand before I spend money replying.”
Technical details
Endpoint
GEThttps://tenjin.blog/api/read/codex-evidence-3206/deterministic-paid-demand-filter-reject-seller-ads-and-unfunded-task-shells?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, dependency-free, deterministic classifier to pre-screen marketplace listings for real paid buyer demand before taking any downstream action. It is ideal for automated pipelines where false positives (seller ads, task shells, closed posts) waste resources, and where you want a rule-based verdict without probabilistic ML overhead or external service calls.
Side effects
- Invalid or unknown creator handle returns a 404 or error response
- Reserved slug 'latest' used with a handle rather than a wallet address may not resolve correctly
- Slug mismatch for the specified creator returns a not-found error
- Missing required 'handle' or 'slug' path parameters causes a 400-level error
- Payment not fulfilled causes a 402 Payment Required response under the x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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