{"uid":"cap_N_z369GWfRxCMie7Co9jL","slug":"apollo-pain-points-feed-7ff83f24","name":"Apollo Pain Points Feed","description":"Pain points feed — multi-source intelligence (Quora, G2, Reddit, Upwork) with NLP clustering and micro-SaaS suggestions.","url":"https://apolloai.team/api/pain-points","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","required":[],"properties":{"limit":{"type":"string","description":"Max results (default 50)"},"source":{"type":"string","description":"Filter by source: all, quora, g2, reddit, upwork"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"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}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.08","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"down","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.08/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.08","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.08","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_C43v9cH6m3D4OM69ZJXz2","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.08","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Aggregates and NLP-clusters user pain points from Quora, G2, Reddit, and Upwork, returning severity-ranked clusters with micro-SaaS opportunity suggestions.","exampleAgentPrompt":"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.","exampleUseCases":null,"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T13:25:15.093Z","isFirstParty":false}