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

AI Engine Position Tracking Methodology for Probabilistic Answers
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AI engine position tracking methodology for measuring mentions, recommendation order, citations, and volatility. Use the framework to build a reliable baseline.

B2B SaaS GEO Business Case Template: Win Executive Budget Approval
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Use this B2B SaaS GEO business case template to quantify visibility gaps, set a defensible budget, and propose a measurable 90-day pilot.

Daily AI Search Tracking Workflow: A Practical SOP for Marketing Teams
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Use this daily AI search tracking workflow to monitor ChatGPT and Perplexity mentions, citations, sentiment, and competitors. Build your SOP.

Enterprise GEO Scoring Model: A 100-Point Framework
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Use an enterprise GEO scoring model to measure AI mentions, citations, authority, sentiment, competitive share, and score confidence. Build your baseline.

LLM Competitive Evidence Extraction: A Source-Chain Workflow
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Learn LLM competitive evidence extraction with a seven-field workflow that verifies why rivals are recommended. Build a decision-ready evidence ledger.

Automated LLM Brand Monitoring Alerts: Build an Actionable AI Search Workflow
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Learn how automated LLM brand monitoring alerts detect visibility drops, sentiment shifts, citation losses, and competitor recommendations. Build a practical workflow with MaxAEO.

Perplexity Search Rank Checker for SaaS: A 30-Prompt Tracking Framework
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Use a Perplexity search rank checker for SaaS to measure mentions, recommendation position, citations, and competitors. Build your baseline.

Benchmark Enterprise Share of Voice in Gemini
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Benchmark enterprise share of voice in Gemini with a repeatable prompt panel, weighted SOV formula, citation analysis, and cross-engine reporting workflow. Start with a free AI visibility audit.

Generative Search Competitor Comparison Matrix: A Scoring Framework
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Build a generative search competitor comparison matrix using mention share, recommendation rank, citations, sentiment, and consistency. Start benchmarking.

SaaS Generative Engine Audit Methodology: A Decision-Grade Framework
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Use this SaaS generative engine audit methodology to measure prompts, citations, brand accuracy, competitors, and buyer intent—then prioritize fixes.