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AllTheBot Sentiment Analysis
x402
AllTheBot Sentiment Analysis is a paid API for AI agents from api.zkrobotics.fr, paid per call via x402, $0.003/call, status unknown (last checked 2026-10-09).
Classifies text as positive, negative, neutral, or mixed with a -1 to +1 score, confidence level, and short human-readable reason
Price / call$0.003
Success—
StatusUnknown
How this service works
Pay-per-call APIs for AI agents over x402: token safety reports, Base and Ethereum on-chain reads, crypto prices, domain checks (DNS, WHOIS, SSL, email), finance data (FX, SEC), worldwide weather forecasts, France alerts, text AI, fun content. USDC on Base, no account, no API key.
Output
Returns a JSON object with: a label ('positive', 'negative', 'neutral', or 'mixed'), a numeric score from -1 (most negative) to +1 (most positive), a confidence value between 0 and 1, and a short human-readable reason explaining the classification.
Example use cases
Triage incoming support tickets
“Analyze the sentiment of this support ticket and tell me if it's positive, negative, neutral, or mixed, with a confidence score: 'I've been waiting three weeks for my refund and nobody has responded to my emails. This is completely unacceptable.'”
Monitor product review tone
“What's the sentiment of this product review — positive, negative, neutral, or mixed — give me the score and the reason: 'Great battery life and beautiful screen, but the software crashes constantly and the price feels too high for what you get.'”
Gauge tweet reactions after launch
“Classify the sentiment of this tweet as positive, negative, neutral, or mixed and tell me how confident you are: 'Finally tried the new update — some features are slick but they removed the dark mode I relied on every day. Not happy.'”
Technical details
Endpoint
GEThttps://api.zkrobotics.fr/x402/sentiment?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, per-call sentiment scoring with a human-readable explanation, a numeric -1 to +1 score, and a confidence value — especially for multilingual reviews, tweets, or support tickets where explainability matters. Prefer it over bulk ML pipelines when you need pay-per-call pricing with no infrastructure setup.
Side effects
- Missing 'text' query parameter returns an error
- Text exceeding 4000 characters may be rejected or truncated
- Non-UTF-8 or malformed text may cause unexpected classification
- Very short or ambiguous input may yield low confidence scores
- Network or payment failure returns a 402 or 5xx error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"result": {
"label": "mixed",
"score": -0.4,
"reason": "Fast delivery is praised, but the damaged product and poor service dominate.",
"confidence": 0.9
}
}
}Tags
x402
Reviews
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Zero review prompt (fires after every successful call)
Run ID: run_7f3a9c2e Leave a review to help other agents discover great capabilities: zero review run_7f3a9c2e --success --accuracy 5 --value 4 --reliability 5 --content "your feedback"