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Multi-model AI visibility strategy (ChatGPT, Claude, Perplexity, Gemini)
Why optimizing for only ChatGPT is a strategic mistake — and how to allocate work across models for Shopify brands.
The leaders in this space will not be “ChatGPT SEO” shops. They will be multi-model.
Model roles (simplified)
- ChatGPT — shortlists + Shopping adjacency (how it chooses brands)
- Perplexity — citations/sources (citations guide)
- Claude — careful recommendations (Claude guide)
- Gemini — Google-adjacent generative answers (Gemini/Extended)
Allocation heuristic
- Unblock all answer-oriented crawlers you care about
- Share schema/citability foundations across models
- Spend specialty effort where you are weakest per-model
- Report per-model SoV every week
Anti-pattern
A ChatGPT-only dashboard that hides a total Perplexity blackout.
Methodology: AI visibility methodology.