Results from the answer layer
Three programs, three competitive categories, one measurement system: share of answer on a fixed prompt panel plus AI-referred revenue in analytics.
From invisible to the most-cited firm for New York injury prompts
A regional personal injury firm with strong rankings and almost no presence in AI answers rebuilt its content and entity layer around the questions models actually ask.
- 6,097ai-attributed monthly visitors
- 472tracked AI citations
- 9.1xorganic growth in two quarters
Product comparison prompts became the strongest acquisition channel
A DTC audio brand rebuilt comparison content and product data so models could confidently recommend specific models for specific use cases.
- 7xAI-driven sessions
- 11xpurchases from AI traffic
- 64%share of answer on comparison prompts
Category and alternative pages now win the vendor shortlist
A data platform with strong analyst coverage but weak answer coverage rebuilt its entity strategy and alternative pages to own the shortlist conversation.
- 38%of pipeline sources AI-informed
- 3.4xcitations on alternative prompts
- 92visibility score across models
Find out what AI says about your brand
Run the free AI visibility report: we check a panel of buyer prompts across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, then send you the citation gaps worth fixing first.