Dokeo vs Claude
Claude helps you write.
Dokeo decides if it ships
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 helps you think. Dokeo makes sure it ships.
Per Dokeo's own scoring methodology [S1], the gate is deterministic: the same draft returns the same verdict every time, which is what makes it safe to block a CI pipeline on.
- SEO, AEO, and GEO checks run in a single pass, across all 17 supported content types [S2].
- Every FAIL names the specific check that failed and why - no black-box review.
- 100 free scans a month, no credit card, same gate as production.
Sources: [S1] Dokeo scoring methodology, /docs/checks. [S2] Dokeo pricing, /pricing. Current as of 2026.
Different jobs
Claude is great at generating the draft. Dokeo scores the draft against 8 core + 26 content-type-specific checks across SEO/AEO/GEO in ~5ms, each citing the market benchmark behind its threshold. The Dokeo MCP server even lets Claude call the gate from inside your editor.
| Feature | 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 | ✗ | ✓ |
Cost profile
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 | 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 |
When to use which
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 | Claude | Dokeo |
|---|---|---|
| Brainstorming | ✓ | ✗ |
| Long-form drafting | ✓ | ✗ |
| Pre-publish quality gate | ✗ | ✓ |
| Inline issue spotting | ✗ | ✓ |
FAQ
Does Dokeo call Claude under the hood?
No. The default scoring path is fully deterministic and runs in ~5ms with no AI call. The optional one-click AI rewrite (Growth+ plans) calls GLM 5.2, not Claude.
Can I use Dokeo from inside Claude?
Yes - Dokeo ships an MCP server. From Claude Desktop or Cursor, you can call the gate without leaving the chat.
Is Dokeo biased against Claude-written content?
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.
Can Dokeo rewrite using Claude?
The one-click AI rewrite (Growth+ plans) runs on GLM 5.2, not Claude. The gate always shows the exact reason each check failed so you can also fix it yourself. In the builder you can bring your own key for Claude, GPT, or Gemini.
Ready to pass the gate?
100 free scans every month. No credit card. Cancel anytime.