AI Search & Visibility

AI search trends, platform updates, and lessons from active engagements.

How to Audit and Fix What LLMs Say About Your Product Features

AirOps Team

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June 28, 2026

The 'Can an LLM Replace This?' Test: A Framework for Evaluating Content Section Value

AirOps Team

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August 3, 2026

How to Segment AI Search Insights by Buyer Persona and Funnel Stage

June 28, 2026

How AI Answer Engines Are Changing Vendor Evaluation and Selection

August 3, 2026

How to Structure Content for AI Citations: The Question-Based Heading Strategy

August 3, 2026

How ChatGPT Decides Which Sources to Cite (and Why 85% Never Make the Cut)

Josh Spilker

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June 28, 2026

AI Brand Mentions: How Branded and Unbranded Prompts Shape Your AI Visibility

August 3, 2026

AI Citation Signals: What Determines Whether AI Models Cite Your Content

Josh Spilker

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August 5, 2026

AI Brand Mentions vs Citations: What Each Signal Is Worth and When to Prioritize

July 22, 2026

Turn the AI-first buyer shift into a category advantage

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