FLIP Protocol — Personalization
Platform Mechanics
Each AI platform plays by different rules. ChatGPT, Perplexity, and Claude have distinct retrieval engines, biases, and citation preferences.
C
ChatGPT
Bing Integration
Key Factor
Domain Authority Threshold
Threshold
>32,000 referring domains for 2× citation frequency
Pro Tip
Focus on building domain-level trust. Wikipedia and Reddit mentions boost corroboration signals. High authority domains dominate.
P
Perplexity
Custom Index + Reddit Heavy
Key Factor
Recency + Q&A Format + Reddit
Threshold
46.7% of all citations come from Reddit. 55% Top-3 rate with Q&A headings.
Pro Tip
Use H2s as direct questions. Update content frequently — strong recency bias. Reddit presence is critical for citation.
C
Claude
Brave Search
Key Factor
Honesty Boost
Threshold
1.7× citation lift with limitations/caveats sections
Pro Tip
Include explicit limitations, balanced perspectives, and nuanced analysis. Constitutional AI rewards intellectual honesty.
Multi-platform strategy
Don't optimize for 'AI' generically
Each platform requires specific tactics. A Reddit strategy helps Perplexity but doesn't move ChatGPT.
Monitor platform-specific SoM
Track Share of Model separately for ChatGPT, Perplexity, Claude. Different baselines, different trajectories.
Adapt content to platform preferences
Q&A format for Perplexity, authority signals for ChatGPT, nuanced analysis for Claude.