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Product Specification Word Frequency Analyzer
x402
Product Specification Word Frequency Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
Counts and ranks word frequencies in a product specification document supplied as Markdown or plain text
Price / call$0.01
Success—
StatusUnknown
How this service works
Product specification - Word frequencies: Word frequencies for Product specification. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded word frequencies deliverable.
Output
Returns a list of words from the submitted product specification text along with their frequency counts, showing how often each term appears in the document. Results are deterministically computed with no generative content.
Example use cases
Identify overused jargon in spec
“Run a word frequency count on this product spec draft — I want to see if I'm overusing any particular terms or jargon before I send it to the team: '## Overview
The platform enables real-time collaboration. Real-time updates are sent via websocket. The platform uses a microservices architecture.
## Requirements
The platform must scale to 10,000 users.'”
Validate terminology consistency
“Can you analyze word frequencies in my requirements document to check that we're using consistent terminology throughout? Here's the text: '## Functional Requirements
The system shall authenticate users. Users must be authenticated before access. Authentication tokens expire after 30 minutes.
## Non-Functional Requirements
User auth must meet SOC2 standards.'”
Summarize dominant themes in spec
“I have a long product spec and I want to understand which topics and concepts dominate it — can you do a word frequency analysis on it? The text is: '## Problem
Customers struggle to find relevant products. Product discovery is broken. Search relevance is low.
## Solution
Improve product search using ML-based ranking. Product recommendations will be personalized.'”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-writing-product-spec-word-frequency?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need deterministic, reproducible word frequency counts from a product specification document without any AI-generated prose or interpretation. It is ideal for auditing terminology consistency, identifying overused words, or extracting dominant themes from spec text. Prefer it over generative summarization endpoints when you need exact counts rather than narrative summaries.
Side effects
- Text exceeds 20,000 character limit — request rejected
- Empty or missing text field — no frequencies returned
- Non-text binary content submitted — processing error
- Malformed request body — 400 error response
- Payment not completed via x402 protocol — 402 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string |
Tags
x402
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