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  • GEO

    Check your GEO implementation with our comprehensive checklist

    • GEO Checklist

      Check your GEO implementation with our comprehensive checklist

    • llms.txt Checker

      Generate and validate llms.txt guidance for AI crawlers

  • SEO

    Compare sitemap.xml against crawled internal URLs

    • Hreflang Checker

      Validate hreflang tags and language landing pages in one click

    • Sitemap Inspector

      Compare sitemap.xml against crawled internal URLs

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    Convert Markdown into Medium-ready rich text with image-based tables

  • Growth Channel Map

    Which channels to add at each stage from seed to $100M ARR

  • Directory Backlink ROI

    15 paid AI directories ranked by Domain Rating per dollar

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    Learn about GEO and its applications

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GEO vs SEO: What's the Difference?
Methodology

GEO vs SEO: What's the Difference?

A plain guide to GEO vs SEO. Learn how they differ, where they overlap, and a simple rule to remember. SEO is about being found. GEO is about being cited.

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Nexmoe
2026/06/29
What is Generative Engine Optimization (GEO)?
Methodology

What is Generative Engine Optimization (GEO)?

A plain guide to Generative Engine Optimization. Learn what GEO means, how it differs from SEO, how AI answers pick sources, and how to make your content easy for AI to cite.

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Nexmoe
2026/06/26
What Is BrowseComp? OpenAI's Hard Benchmark for AI Agents
Paper AnalysisResearch

What Is BrowseComp? OpenAI's Hard Benchmark for AI Agents

BrowseComp is OpenAI's benchmark for hard, multi-step web questions that stump most AI agents. See what it tests, why it is so hard, and what scores mean.

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Nexmoe
2025/10/08
WebGPT: Teaching Language Models to Browse the Web for Themselves
Paper AnalysisResearch

WebGPT: Teaching Language Models to Browse the Web for Themselves

Large language models are notorious for hallucinations—confident answers that are disconnected from reality. OpenAI’s WebGPT paper offers a solution: let the model search, read, and cite the web in real time to dramatically improve factual accuracy.

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Nexmoe
2025/10/07
ChatGPT vs Google Search: Speed, Accuracy, and Trade-offs
Paper AnalysisResearch

ChatGPT vs Google Search: Speed, Accuracy, and Trade-offs

A study pits ChatGPT against Google Search. ChatGPT wins on speed and experience but slips on fact-checking. Here is when each tool is the right call.

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Nexmoe
2025/10/06
Strategic Text Sequences: Gaming AI Product Recommendations
Paper AnalysisResearch

Strategic Text Sequences: Gaming AI Product Recommendations

Research shows how Strategic Text Sequences manipulate LLMs to push products in AI recommendations. How the attack works and why it matters for AI search.

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Nexmoe
2025/10/06
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