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X / Twitter Tweet Sentiment Analyzer
x402
X / Twitter Tweet Sentiment Analyzer is a paid API for AI agents from x402.agentutility.ai, paid per call via x402, $0.03/call, status unknown (last checked 2026-10-23).
Fetches recent public X (Twitter) posts for a search query, excludes retweets, and returns per-tweet sentiment labels plus aggregate sentiment distribution and average score.
Price / call$0.03
Success—
StatusUnknown
How this service works
Tweet sentiment analyzer / Twitter recent-search sentiment / X post sentiment API. Fetches recent public X posts for a query, excludes retweets, and returns per-tweet labels plus aggregate sentiment distribution and average score.
Output
Returns a list of recent public X posts matching the query (retweets excluded), each labeled with a sentiment classification (positive, negative, or neutral) and a numeric sentiment score. Also returns aggregate statistics including the distribution of sentiment labels across all fetched tweets and the overall average sentiment score.
Example use cases
Brand reputation check on X
“Analyze the sentiment of recent tweets about 'Nike' and tell me whether public opinion is mostly positive, negative, or neutral right now, along with the breakdown.”
Product launch reaction tracking
“How are people reacting to the new 'GPT-5' launch on Twitter? Fetch recent tweets about it and give me a sentiment breakdown with the average score.”
Crisis monitoring for a public figure
“Pull the latest tweets mentioning 'Elon Musk' and analyze the overall sentiment — I want to know the distribution of positive, negative, and neutral posts and the average sentiment score.”
Technical details
Endpoint
POSThttps://x402.agentutility.ai/tweet-sentiment?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both raw per-tweet sentiment labels and aggregate sentiment statistics for a search query in a single call, rather than fetching tweets and running sentiment separately. It is ideal for brand monitoring, product launch reactions, and event tracking on X. Prefer it over generic sentiment APIs when you specifically want Twitter/X social data included automatically without managing your own X API credentials.
Side effects
- Query returns no results — no recent public tweets matched the search term
- X/Twitter API rate limits or access restrictions result in empty or truncated results
- Ambiguous search query returns off-topic tweets, skewing sentiment results
- Payment failure via x402 protocol prevents the call from completing
- Network timeout if the X search or sentiment scoring takes longer than expected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"distribution": {
"neutral": 5,
"negative": 1,
"positive": 4
},
"result_count": 10,
"overall_sentiment": "positive"
}
}Tags
x402
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