Back to Tools

Page Intent Classifier

Use cases

Content audits by intent User journey mapping Conversion optimisation planning Site structure analysis

Uses GPT-4o-mini/4o/4.1 with JSON response formatting (temperature 0.3, max 150 tokens) to classify pages.

html2text converts HTML to clean text.

Categories: signup, purchase, browse, learn, contact, compare, download, other.

CSS selector for content targeting, character limit (500-10,000).

Streamlit App Requires API Key

Platform

Browser-based (no installation required)

Input

URLs via paste or CSV upload

OpenAI API key

Output

CSV: intent description (≤6 words), expected action (≤3 words), category (signup/purchase/browse/learn/contact/compare/download/other).

Launch App View Source

Features

  • GPT-4o-mini, GPT-4o, or GPT-4.1 models
  • JSON response formatting (temp 0.3, max 150 tokens)
  • html2text content conversion
  • 8 category classifications
  • CSS selector for content targeting
  • Character limit slider (500-10,000)

How to use

  1. 1 Enter OpenAI API key
  2. 2 Select model (GPT-4o-mini recommended)
  3. 3 Input URLs or upload CSV
  4. 4 Optionally set CSS selector for content area
  5. 5 Configure character limit and request delay
  6. 6 Download CSV with classifications

Want me to run this for you?

I offer this as a managed service. You get the insights without touching the tool.

Get in Touch

Related Tools

Competitor Content Gap Finder

Content

Discover which descriptive words competitors use in titles that you are missing.

Content Block Extractor

Content

Extract content blocks and XPath patterns using Claude Haiku for template analysis.

Content Consolidation Analyser

Content

Find cannibalising pages by clustering URLs that share SERP overlap.

Let's work together

Monthly retainers or one-off projects. No lengthy reports that sit in a drawer.

Let's Talk