MaxAEO Blog

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.

Calculate CAC from Perplexity and ChatGPT referrals using direct, assisted, and evidence-weighted attribution. Build a defensible model with the worksheet.

Audit crawl access, rendering, canonicals, schema, and AI bot controls with this GEO technical readiness checklist. Fix the highest-risk failures first.

Build generative search prompt clusters for B2B with a 5D framework mapping buying roles, constraints, evidence, and multi-turn intent. Start now.

Calculate ROI of answer engine optimization with a confidence-weighted model linking AI visibility, pipeline, gross profit, and cost. Build your baseline.