Tracking Brand Citations in ChatGPT and Perplexity Is Harder Than It Looks

Toxic6992 · reddit · 2026-11-09

A developer building an agent to monitor whether ChatGPT and Perplexity mention your brand notes the job is harder than expected: AI outputs shift daily and there is no clean citations API. Before rolling his own, he tried Eskimoz's platform, which unifies paid, organic and AI visibility in one view — and seeing all three together changed which prompts he prioritized optimizing first. Useful context for brands doing AEO/GEO.

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