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

Alternatives to Ahrefs for Answer Engine Optimization
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Compare alternatives to Ahrefs for answer engine optimization, from enterprise AI visibility platforms to focused AEO trackers, and choose the right fit.

Perplexity Pro citation source ranking factors: Evidence and Priorities
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Understand Perplexity Pro citation source ranking factors, separate evidence from assumptions, and prioritize B2B content fixes. Use the audit framework.

How to Get Website Cited by ChatGPT Search
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Learn how to get your website cited by ChatGPT Search through crawl access, answer-focused content, trusted sources, and a measurable citation tracking workflow. Start with a free AI visibility audit.

HTTP status codes handling for AI crawlers: 301, 403, 429, and WAF rules
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HTTP status codes handling for AI crawlers explained with practical 301, 403, 429, and WAF guidance. Diagnose access failures and protect useful content.

Competitor Replacement Prompt Mapping B2B: A Buyer-Intent Framework
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Map B2B replacement prompts to buyer constraints, evidence gaps, and content actions. Use the worksheet to prioritize your next comparison page.

Canonical Tags for Generative Search Engines: Signals and Checks
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Understand canonical tags for generative search engines, separate documented rules from assumptions, and audit URL consistency. Use the verification framework.
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Organization schema entity validation for LLMs: A Technical Workflow
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Learn how to validate Organization schema for LLM entity recognition, resolve identity conflicts, and monitor AI visibility across answer engines. Run a free audit.

FAQ Schema Impact on AI Search Citations: What the Evidence Shows
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FAQ schema impact on AI search citations is limited: learn what controlled tests show for ChatGPT and Perplexity, and how to measure real citation gains.

How to Make Website Readable by ChatGPT: Architecture & Setup
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Learn how to make website readable by ChatGPT with our technical guide covering robots.txt, SSR, DOM cleanup, and structured formatting to earn AI citations.

B2B Buyer Evaluation Prompts in ChatGPT: A Practical Framework
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Learn how B2B buyers evaluate SaaS vendors in ChatGPT, with prompt templates, scoring criteria, and a monitoring workflow for high-intent AI searches.