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We write about brand visibility in the world of language models. Analyses, trends, practical guides and product news.

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Using AI assistant signals in B2B purchase funnel monitoring Apr 21, 2026 Guides & Best Practices Using AI assistant signals in B2B purchase funnel monitoring An analysis of how signals from AI assistants (e.g. ChatGPT, Gemini) fill the visibility gap in the B2B purchase funnel. A description of practical methods: mention normalisation, tagging, event schema versioning, conservative lead scoring, and holdout experiments for impact verification. Simon Stanisz Read the article →

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