TLDR Tech / Marketing
Reasoning lift: What happens to AI visibility when AI thinks harder
High reasoning mode changes AI visibility and should be treated like a separate search environment. GPT 5.2 increased citation rates from 50% to 68% and nearly doubled citations per response, with 4.6X more fan-out searches. Impact is strongest in mid and lower funnel comparison queries that trigger deep research across pricing, docs, compliance, APIs, and product details. Early funnel content also matters since early citations persist through buyer journeys. Brands need content that answers specific sub-queries and consistent visibility across reasoning modes.
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