# KiHustle Jaccard Similarity Token

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

Computes the Jaccard similarity score between two input text strings using token-level set intersection

## Facts

- Endpoint: POST https://kihustle.tech/bot-bazaar/api/v1/jaccard-similarity-token?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-jaccard-similarity-token-8c46ab88
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__T2JklQLm3DqhVyAGyQJT

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-jaccard-similarity-token-8c46ab88 -d '<json body>'
```

Example prompt: Can you tell me how similar these two sentences are using Jaccard token similarity: 'machine learning models are powerful tools' and 'deep learning models are useful tools'?

## When to prefer this

Choose this endpoint when you need a lightweight, fast, token-based text similarity score without the overhead of embedding models or semantic NLP pipelines. It is ideal for duplicate detection, near-match filtering, or simple keyword overlap checks where exact token matching is sufficient. Prefer this over cosine similarity or semantic embeddings when interpretability and speed matter more than capturing paraphrased meaning.

## Known failure modes

- Missing text_a or text_b fields returns an error
- Empty strings may return a zero or undefined similarity
- Very long texts may hit processing limits
- Malformed JSON body returns a 400-level error
- Payment failure (x402) if USDC balance is insufficient

## 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

A JSON object containing a 'result' field indicating the computed similarity outcome and a 'status' field confirming successful processing. The Jaccard similarity is a value between 0 (no shared tokens) and 1 (identical token sets), quantifying the proportion of shared unique tokens across both input texts.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "text_a": {
   "type": "string"
  },
  "text_b": {
   "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-jaccard-similarity-token-8c46ab88/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)