
Five Ways Your Brand Is Failing the Bots
The Pepsi-Kendall-Jenner failure mode was Twitter. The 2026 failure mode is invisibility inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Five ways communications programs are losing in the answer-engine era.








