{"uid":"cap_fic9n-ab3GqTJn1CDG5I8","slug":"citiview-sentiment-tone-classifier-622725cd","name":"Citiview Sentiment & Tone Classifier","description":"Sentiment and tone classification for text (positive / negative / neutral with confidence, plus a one-line reason). Batch up to 20 texts per call. Also callable as GET with the same fields as query parameters.","url":"https://agents.citiviewgroup.com/v1/sentiment?utm_source=zero.xyz","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"],"type":"string"},"queryParams":{"type":"object","required":["texts"],"properties":{"texts":{"type":"string","description":"1 to 20 texts; separate items with |"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","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":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm__2g6Xiox0kf2LCTtliT5L","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies text as positive, negative, or neutral with a confidence score and one-line reason; supports batches of up to 20 texts per call.","exampleAgentPrompt":"Classify the sentiment of these three customer reviews for me and tell me how confident you are for each — positive, negative, or neutral: 'Amazing product, love it!' | 'Worst experience ever, do not buy.' | 'It was okay, nothing special.'","exampleUseCases":[{"title":"Customer review sentiment triage","prompt":"I have a batch of product reviews I need sorted by sentiment — can you classify these as positive, negative, or neutral and give me the confidence and a reason for each: 'Fantastic quality!' | 'Broke after one use.' | 'Decent but overpriced.' | 'Absolutely love this brand!'"},{"title":"Social media brand monitoring","prompt":"Can you analyze the tone of these five tweets about our brand launch and tell me whether each one is positive, negative, or neutral with a confidence score: 'Can't wait to try this!' | 'Looks cheap to me.' | 'Interesting concept.' | 'This is a game changer!' | 'Not impressed at all.'"},{"title":"Support ticket prioritization","prompt":"Run sentiment analysis on these customer support messages so I can prioritize the most negative ones first — tell me the sentiment, confidence, and a one-line reason for each: 'This is unacceptable, I want a refund.' | 'Happy with the resolution, thanks.' | 'Still waiting on my order, getting frustrated.'"}],"resultDescription":"For each input text, the endpoint returns a sentiment label (positive, negative, or neutral), a confidence score between 0 and 1, and a one-line reason explaining the classification. Results are returned for each item in the batch in order.","failureModes":["Missing 'texts' query parameter returns a validation error","More than 20 pipe-separated texts in a single call may be rejected","Very short or ambiguous texts may yield low confidence scores","Non-English text may produce unreliable sentiment classifications","Malformed pipe-separated input may cause parsing errors"],"whenToPreferThis":"Choose this endpoint when you need fast, batch-capable sentiment classification with confidence scores and human-readable explanations — especially if you want to process up to 20 texts in a single API call and need a brief rationale alongside each label. Prefer it over heavier NLP pipelines when cost-efficiency ($0.002 per call for up to 20 texts) and simplicity matter more than fine-grained emotion detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T06:48:27.520Z","isFirstParty":false,"canonicalSlug":"citiview-sentiment-tone-classifier-622725cd"}