MaxAEO Blog

Analyzing competitor source bias in Perplexity Sonar with a practical framework for mapping citations, source gaps, and targeted digital PR actions.

Structuring product comparison pages for LLM citations with clear verdicts, evidence, tables, and technical checks. Use this SaaS framework to improve AI search visibility.

Learn how multi-touch AI attribution for B2B buyer journeys connects AI search visibility, CRM activity, and pipeline stages into a defensible measurement framework.

Learn how to monitor competitor mentions on Perplexity Pro with fixed prompts, citation tracking, share-of-voice analysis, and daily AI visibility data. Start free.

How AI citation algorithms differ from Google PageRank: compare link authority, semantic retrieval, entity context, and evidence fit. Learn how to optimize for both.

Rendering JavaScript for AI crawler indexing requires raw-HTML testing, server rendering, and crawlable routes. Use this SaaS checklist to find gaps.

Learn how to prepare website architecture for GEO with crawlable rendering, semantic clusters, citation-ready pages, and a practical SaaS scorecard. Audit your site today.

Learn how to measure dark social AI search conversions in CRM using AI visibility, self-reported discovery, referral data, and pipeline evidence. Build a defensible attribution model.

Learn how to win B2B software comparisons in AI answers across ChatGPT, Perplexity, and Gemini. Steal competitor market share with our generative engine optimization playbook.

Learn how to map zero-click AI searches to CRM opportunities with prompt evidence, self-reported intent, branded demand, and pipeline stages. Build a defensible attribution model.