{"uid":"cap_XMV1Z1Qh6SZc8sIa3h-Lo","slug":"telemost-telegram-llm-sentiment-analysis-a55e7a00","name":"Telemost Telegram LLM Sentiment Analysis","description":"Telegram sentiment analysis, LLM verdict: sentiment label, score, trend and a short summary for a channel, group or topic. Gauge audience mood or brand perception before acting.","url":"https://api.telemost.io/v1/data/sentiment/llm","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"required":{"type":"string"},"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{"ok":true,"data":{"score":null,"trend":null,"summary":null,"sentiment":null},"meta":{"cached":false,"resource":"/v1/data/sentiment/llm","generated_at":"2026-07-07T12:00:00.000Z"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1865","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":"$0.1865/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1865","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1865","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm__-RGECxxH6sTA7QXNmutV","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1865","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns an LLM-generated sentiment verdict (label, score, trend, and summary) for a Telegram channel, group, or topic over a chosen time period.","exampleAgentPrompt":"What's the overall audience sentiment for the Telegram channel @cryptonews_official over the last 7 days — give me the sentiment label, score, trend, and a quick summary.","exampleUseCases":null,"resultDescription":"Returns a structured JSON object containing an LLM-generated sentiment label (e.g. positive, negative, neutral), a numeric sentiment score, a trend indicator showing how sentiment is moving, and a concise natural-language summary of the audience mood for the specified Telegram channel, group, or topic.","failureModes":["Invalid or non-existent Telegram channel/source returns a 404 or empty result","Unsupported period value outside enum (24h, 7d, 30d) causes a validation error","Insufficient recent posts in the channel may result in low-confidence or unavailable sentiment","Payment failure or insufficient USDC balance returns a 402 error","Rate limiting may return a 429 if too many requests are made in quick succession"],"whenToPreferThis":"Choose this endpoint when you need an AI-interpreted, high-level sentiment verdict with a trend and narrative summary for a Telegram channel or topic — as opposed to raw post/reaction data. Ideal for brand monitoring, campaign planning, or competitive intelligence where a human-readable verdict is more actionable than raw metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:40:54.167Z","isFirstParty":false}