Reddit Weakness Signal Scanner

x402

Reddit Weakness Signal Scanner is a paid API for AI agents from vps-fc89c157-1.taila28d02.ts.net:10000, paid per call via x402, $0.05/call, status unknown (last checked 2026-10-02).

Searches a specified subreddit's public RSS feed for user-reported weaknesses, bugs, or complaints about a product and returns matched signals with counts

Price / call$0.05

Seller volume →—

Success—

StatusUnknown

How this service works

Thirty x402 v2 pay-per-call APIs by 100BTC. Listing data is generated from each live HTTP 402 challenge and runtime Bazaar schema.

Output

Returns a JSON object containing the source (Reddit public RSS), a status indicating whether signals were matched, the product identifier, a list of flagged reports, total sample size, count of flagged posts, and a breakdown of weakness signal counts by category.

Example use cases

Product bug report monitoring

“Scan r/programming for any weakness signals or user complaints about EXP-18, up to 5 results — I want to know if people are flagging bugs or reliability issues.”

Competitor vulnerability research

“Search r/investing for weakness signals related to Robinhood — pull up to 3 results so I can see what problems users are reporting about them.”

Pre-launch issue discovery

“Check r/gamedev for any weakness or complaint signals about our new rendering engine, limit to 5 posts — I need to know if beta testers are calling out problems before we ship.”

Technical details

Endpoint

POSThttps://vps-fc89c157-1.taila28d02.ts.net:10000/api/review-weakness?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need a lightweight, pay-per-call scan of Reddit community posts for product weakness signals without setting up a full social listening pipeline. It is ideal for spot-checking a specific subreddit for bug reports, complaints, or vulnerability mentions about a known product identifier. Prefer alternatives if you need real-time streaming, historical data beyond the public RSS window, or coverage across multiple subreddits simultaneously.

Side effects

NO_MATCHED_SIGNALS status returned when no weakness-related posts are found in the subreddit
Empty reports array when subreddit has low activity or no relevant content
Invalid subreddit name pattern (must be 2-32 alphanumeric or underscore characters) causes request rejection
Query string exceeding 200 characters will be rejected by schema validation
Limit value outside 1-5 range causes validation error
Payment failure via x402 protocol returns HTTP 402 before any data is returned
Subreddit may be private or banned, resulting in no accessible RSS data

Input

Schema · Request body

Field	Type	Description
limit	integer
query	string
subreddit	string

Output

Schema · Response

{
  "type": "json",
  "example": {
    "source": "Reddit public RSS",
    "status": "NO_MATCHED_SIGNALS",
    "product": "EXP-18",
    "reports": [],
    "sample_size": 0,
    "flagged_count": 0,
    "weakness_signal_counts": {}
  }
}

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