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Apollo Pain Points Feed
x402
Apollo Pain Points Feed is a paid API for AI agents from apolloai.team, paid per call via x402, $0.08/call, status down (last checked 2026-09-14).
Aggregates and NLP-clusters user pain points from Quora, G2, Reddit, and Upwork, returning severity-ranked clusters with micro-SaaS opportunity suggestions.
Price / call$0.08
Success—
StatusDown
How this service works
Pain points feed — multi-source intelligence (Quora, G2, Reddit, Upwork) with NLP clustering and micro-SaaS suggestions.
Output
A JSON object containing NLP-clustered pain point groups, each with a cluster name, severity level (e.g. HIGH), count, individual pain point texts with source and confidence score, micro-SaaS suggestions with estimated revenue potential, plus metadata including last scan timestamp and list of scanned sources.
Example use cases
Example prompt
“Pull the latest pain point clusters from all sources — Quora, G2, Reddit, and Upwork — and show me the top 20 results ranked by severity so I can spot micro-SaaS opportunities.”
Technical details
Endpoint
GEThttps://apolloai.team/api/pain-pointsWhen to prefer
Use this endpoint when you need aggregated, multi-platform pain point intelligence with NLP clustering already applied — saving you from scraping and clustering Quora, G2, Reddit, and Upwork yourself. Ideal for product ideation, market validation, or opportunity scanning workflows where you want pre-ranked, source-attributed pain point clusters with built-in SaaS monetization hints.
Side effects
- Invalid source filter value returns 400 or empty results
- Limit parameter out of range may return default 50 results
- Feed not yet refreshed returns stale data with older last_scan timestamp
- Payment not included or insufficient results in 402 Payment Required
- Network timeout if multi-source aggregation is slow
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"clusters": [
{
"count": 8,
"cluster": "API Integration Friction",
"severity": "HIGH",
"pain_points": [
{
"text": "No easy way to connect agent tools",
"source": "reddit",
"confidence": 0.92
}
],
"saas_suggestions": [
{
"idea": "Agent API Gateway",
"potential": "$2K/mo"
}
]
}
],
"last_scan": "2026-02-08T06:00:00Z",
"sources_scanned": [
"quora",
"g2",
"reddit",
"upwork"
],
"total_pain_points": 42
}
}Tags
x402
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