# KiHustle Sentiment Aspect Analysis

> KiHustle Sentiment Aspect Analysis is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-22).

Analyzes sentiment toward a specific keyword or aspect within a given text, returning a processed sentiment result.

## Facts

- Endpoint: POST https://kihustle.tech/bot-bazaar/api/v1/sentiment-aspect?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-sentiment-aspect-analysis-dba8a2bf
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_TAhP_N4fe7KccLNm5JOPY

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability kihustle-sentiment-aspect-analysis-dba8a2bf -d '<json body>'
```

Example prompt: Can you analyze the sentiment in this product review toward the keyword 'battery life': 'The screen is gorgeous but the battery life is absolutely terrible and ruins the whole experience'?

## When to prefer this

Choose this endpoint when you need aspect-based or keyword-targeted sentiment analysis — i.e., not just overall document sentiment but specifically how a piece of text feels about a particular term or topic. At $0.002 per call it is cost-effective for moderate volumes. Prefer alternatives if you need multilingual support, detailed confidence scores, or sentiment classification beyond a single keyword.

## Known failure modes

- Missing required 'text' field returns a validation error
- Empty or null 'keyword' may cause unpredictable results or generic sentiment instead of aspect-level analysis
- Very short or ambiguous text may yield low-confidence or generic results
- Non-English text may not be supported given the inferred model scope
- Response schema is minimal and may not expose granular confidence scores or sentiment polarity labels

## How this service works

Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.

## Output

Returns a JSON object with a 'result' field indicating the processed sentiment outcome and a 'status' field confirming success or failure of the operation. The specific sentiment label or score is contained in the result value.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "text": {
   "type": "string"
  },
  "keyword": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "result": "processed",
  "status": "success"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/kihustle-sentiment-aspect-analysis-dba8a2bf/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kihustle.tech](https://www.zero.xyz/host/kihustle.tech/llms.txt)