MaxAEO Blog

Run a technical GEO audit for SaaS architecture across rendering, routing, crawl controls, schema, and citation paths. Use the framework.

Set the right AI search attribution window for B2B using lag percentiles, account-level evidence, and backtesting. Apply the framework to your pipeline.

Detect competitor displacement in ChatGPT answers with a prompt-level framework for measuring mentions, position, citations, and actionable response signals. Build your monitoring workflow with MaxAEO.

Learn how to connect ChatGPT and Perplexity brand touchpoints to HubSpot or Salesforce using event schemas, identity stitching, and cautious attribution.

Learn how to lower CAC with answer engine optimization using AI visibility, citation tracking, prompt clusters, and a practical pipeline attribution model. Start with a free audit.

Reverse engineering Perplexity competitor sources reveals which URLs shape rival mentions. Use a repeatable scorecard and prioritize action.

Measure SaaS demo conversion rate from ChatGPT recommendations with a clean attribution model, funnel metrics, and a practical audit. Start tracking.

Use this B2B SaaS CAC benchmark for generative search to model costs, fix attribution, and judge payback by ACV. Build your baseline.

Discover how to turn AI brand mentions into pipeline using our 4-stage conversion framework, reverse source targeting, and full-funnel attribution. Start converting AI search.

Learn how to use accurate JSON-LD, entity links, and answer-first content to improve Perplexity citation readiness. Apply the templates today.