{"uid":"cap_qnfMEwkEt89X0TUWe6vpX","slug":"research-topic-sentiment-analyzer-19bcaf93","name":"research.topic-sentiment-analyzer","description":"Opinion and sentiment mapping across social, expert, and community channels for a named topic, scored per-channel rather than one blended number. Settlement proof: ProofOfSettledOutcome (kind 30120, data/proof_settled_outcomes.jsonl). Same methodology as oracle.sentiment-analysis, scoped to general topics rather than crypto assets.","url":"https://api.craigmbrown.com/v1/services/research.topic-sentiment-analyzer","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"prompt":{"type":"string"}}},"responseSchema":{"type":"json","schema":{"type":"object","properties":{"summary":{"type":"string"},"findings":{"type":"array","items":{"type":"string"}},"recommendations":{"type":"array","items":{"type":"string"}}}},"example":{"summary":"..."}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.03","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":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.03/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_8NTkwIWLGeL3sE1o3IFlG","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.03","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Maps opinion and sentiment for a named topic across social, expert, and community channels, returning per-channel scores rather than a single blended number.","exampleAgentPrompt":"Can you analyze sentiment around 'universal basic income' across social media, expert, and community channels separately — I want to see how each channel scores it, not just one combined number.","exampleUseCases":[{"title":"Policy perception across audiences","prompt":"Give me a per-channel sentiment breakdown on 'remote work mandates' — I want to know separately what social media, experts, and community forums think about it, not a single average score."},{"title":"Brand topic sentiment by channel","prompt":"Analyze public sentiment around 'plant-based meat' across social, expert, and community channels so I can see where opinion is strongest for or against it."},{"title":"Research divergence between experts and public","prompt":"I'm writing a report on AI regulation — can you map out how sentiment differs between social media voices, expert commentators, and online communities so I can spot where they disagree?"}],"resultDescription":"Returns a JSON object with a text summary of overall sentiment, an array of findings describing per-channel sentiment scores and notable opinions, and an array of recommendations — each channel scored independently rather than blended into a single metric. Powered by BlindOracle via the BlindOracle backend.","failureModes":["Vague or ambiguous topic prompt may produce low-signal results","Topic too niche for sufficient channel coverage may return sparse findings","Prompt missing a clear subject may yield generic or off-target analysis","Rate limiting or payment failure may prevent call completion","Response may not cover all channels equally if data is sparse for some sources"],"whenToPreferThis":"Choose this endpoint when you need per-channel sentiment breakdowns for general topics (non-crypto) rather than a single blended sentiment score. It is preferable over generic sentiment APIs when the user needs to compare social, expert, and community opinion separately, and over crypto-specific sentiment endpoints when the subject is a general topic rather than a financial asset or token.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:50:21.606Z","isFirstParty":false}