Claude is the best AI for nuanced writing and reasoning. Dokeo is the quality gate that runs after Claude. Use Claude inside the gate via MCP - same checks, same verdict, every time.
Teams using Claude as a writing assistant for nuanced, long-form, or technical content.
Teams that need a consistent pre-publish check across all AI-written content, regardless of which model wrote it.
Claude is great at generating the draft. Dokeo scores the draft against 58 SEO/AEO/GEO checks in 5ms. The Dokeo MCP server even lets Claude call the gate from inside your editor.
| Feature | vs Claude | Dokeo |
|---|---|---|
| Primary job | Generate / edit text | Score text on structured checks |
| Same model, same score | ✗ (temperature varies) | ✓ (deterministic) |
| MCP server integration | ✓ | ✓ (you can run the gate from Claude) |
| Inline issue highlights | ✗ | ✓ |
Claude charges per token. Dokeo charges per scan with credits that roll over. Most teams find Dokeo's credit-based pricing more predictable for routine scoring of large content pipelines.
| Feature | vs Claude | Dokeo |
|---|---|---|
| Pricing model | Per token | Per scan (credits roll over 2x) |
| Cost variance | Higher for long drafts | Fixed: 1 credit = 1 scan |
| Free tier | ✗ | 100 scans / month |
Use Claude for the hard creative work and technical reasoning. Use Dokeo for the routine check that every piece needs to pass before publishing. Use both via the Dokeo MCP server - Claude writes, Dokeo scores.
| Feature | vs Claude | Dokeo |
|---|---|---|
| Brainstorming | ✓ | ✗ |
| Long-form drafting | ✓ | ✗ |
| Pre-publish quality gate | ✗ | ✓ |
| Inline issue spotting | ✗ | ✓ |
Only when you explicitly click 'AI rewrite' on Growth+ plans. The default scoring path is fully deterministic and runs in ~5ms with no AI call.
Yes - Dokeo ships an MCP server. From Claude Desktop or Cursor, you can call the gate without leaving the chat.
No. Dokeo scores content, not provenance. It checks for AI-tells (em-dashes, hedging, filler) regardless of which model produced them - including humans who write like AI.
Yes. On Growth+ plans, the AI rewrite feature uses Claude Haiku by default; you can configure it to use Sonnet or another model.