buyer journey
Vouch blog posts tagged buyer journey: guides on generative engine optimisation, AI search visibility and how AI assistants recommend brands.

Why Your Brand Disappears in AI Follow-Up Questions
Named in the first AI answer, gone by the fourth. The objection, trust and value follow-ups that drop brands, and the page that answers each one.
5 min read

How AI Assistants Compare Brands at the Shortlist Stage
When a buyer asks an AI assistant to compare options, brands it cannot describe drop off the list. How the shortlist stage works, and how to stay on it.
6 min read

Killer Questions: The Follow-Ups Where Brands Lose the AI Sale
In AI buying conversations, one follow-up question usually ends your brand's run. Here is how to find your killer question and what to publish to survive it.
4 min read

The First Answer Is Not the Sale: What Happens After the Prompt
Buyers do not ask AI one question. They ask five more, and brands drop out at each one. Here is the six-stage journey AI answers take, and how to survive it.
4 min read