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Content Reviewer (LLM)

Use cases

Content quality audits Pre-publish content review Competitor content analysis Training content writers

Firecrawl API (/v1/scrape) with 30s timeout, main content extraction, ad removal.

Claude Sonnet 4.5/4, Haiku 4.5 or GPT-4o/4o-mini.

Four review presets: SEO Quality, Technical Accuracy, UX, Conversion.

HTML comment annotations: ISSUE, MISSING, STRENGTH, IMPROVE, SEO.

Streamlit App Requires API Key

Platform

Browser-based (no installation required)

Input

Firecrawl API key

Anthropic or OpenAI API key

URL to review or content paste

Output

Annotated markdown with ISSUE/MISSING/STRENGTH/IMPROVE/SEO comments. Summary section with quick wins.

Launch App View Source

Features

  • Firecrawl scraping with ad removal
  • Four review presets + custom focus
  • Inline HTML comment annotations
  • Priority improvements summary
  • Downloadable annotated markdown

How to use

  1. 1 Enter Firecrawl and AI API keys
  2. 2 Select review focus (SEO/Accuracy/UX/Conversion)
  3. 3 Provide URL or paste content
  4. 4 Review annotated output with inline comments
  5. 5 Download markdown with priority summary

Want me to run this for you?

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

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

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