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Platform guide

Cross-platform AI optimization

The same question can produce different recommendations. Select platforms around your target buyers and review each one separately.

Choose platforms and languages

Discuss ChatGPT, Doubao, DeepSeek, Kimi, Qwen, Gemini and others. Agree on platforms, languages, question samples and review frequency before the project starts.

Use comparable questions

Keep original answers and conditions for each platform. Record mentions, accuracy, citations and explicit order separately; one platform’s improvement does not stand in for another.

Fix shared information gaps

Prioritize conflicting brand details, missing specifications and unclear suitability before platform-specific content work. Recheck the agreed set of platforms afterwards.

AI platforms

Platforms agreed for each project.

What you receive

  • Buyer questions and original answers
  • Source checks and a concrete issue list
  • Agreed page changes with a change log
  • Follow-up records and next actions
View the delivery checklist ↗

Related pages

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