MaxAEO Blog
Insights on AI Search Visibility, GEO, and how brands get cited by ChatGPT, Perplexity, and Google AI Overviews.

Organic Search vs AI Search Acquisition Costs: A B2B SaaS Model
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Compare organic search vs AI search acquisition costs for B2B SaaS, including CAC formulas, attribution gaps, and a practical measurement model. Get the framework.

Server Side Rendering for LLM Crawlers: Implementation and Tests
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Use server side rendering for LLM crawlers to expose core content. Compare SSR and static HTML, then apply a repeatable release checklist. Audit your pages.

Track Brand Citations in Gemini Search: A Practical Monitoring Guide
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Learn how Gemini selects sources, how to track brand citations in Gemini search, and how to measure mentions, source quality, competitors, and sentiment.

Analyzing Competitor Source Bias in Perplexity Sonar
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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: A SaaS Framework
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Structuring product comparison pages for LLM citations with clear verdicts, evidence, tables, and technical checks. Use this SaaS framework to improve AI search visibility.

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

How to Monitor Competitor Mentions on Perplexity Pro
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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
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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: SSR, Prerendering, and Tests
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Rendering JavaScript for AI crawler indexing requires raw-HTML testing, server rendering, and crawlable routes. Use this SaaS checklist to find gaps.

How to Prepare Website Architecture for GEO
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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.