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Paris Monday, August 3, 2026

ChatGPT Search or Perplexity: where to play your visibility

The two AI engines do not cite the same sources or formats. A comparison to prioritize your GEO efforts.

Smartphone showing ChatGPT on a keyboard
Photo par Jernej Furman via Wikimedia (CC BY 2.0)

In short:

  1. Perplexity systematically cites its sources, ChatGPT Search more selectively.
  2. Both engines overweight Reddit and specialized media.
  3. The winning strategy covers both with a common content base.

Two engines, two citation logics. Understanding their differences avoids scattering your GEO efforts.

Two answering philosophies

Perplexity is a search engine that writes. ChatGPT Search is a writer that searches. That nuance changes everything for cited sources.

What each one prefers

EngineFavorite sourcesWinning format
PerplexityMedia, studies, forumsLists and data
ChatGPT SearchAuthority sites, wikisDirect answers

Prioritize by sector

In B2B, ChatGPT dominates usage. In product research, Perplexity is rising fast. The llms.txt file is worth working on in both cases.