Research, guides & workflows
Latest work by Abdessalam Alaoui
Evidence-led articles for publishers, marketers, founders, and SEO practitioners who need a clear decision—not another pile of terminology.
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A claims-first protocol for searching USPTO, Espacenet, the European Patent Register, and WIPO PATENTSCOPE without confusing applications, families, grants, ownership, or legal status.
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A preregistered protocol for comparing local recommendation sources across ChatGPT Search, Google AI Mode and Maps, Bing or Copilot, and Perplexity.
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Cloudflare AI Crawl Control can compare requested content types with origin response formats. This protocol preserves requests, responses, bots, and time windows before interpretation.
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OpenAI says U.S. ChatGPT users can find live roles and freelance opportunities from several providers and the web. This protocol tests identity, freshness, duplicates, and apply links.
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Mistral Search Toolkit supports lexical, vector, and hybrid retrieval with reranking. Evaluate ingestion and retrieval before scoring the generated answer.
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Connect visible bylines, Article author entities, ProfilePage markup, and external identity links without creating conflicting author records.
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Gemini grounded responses can expose search calls and URL citation spans. Preserve both before rendering, scoring, or rewriting the answer.
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Google can call nearby U.S. businesses about local products and return a summary by text or email. Retailers can verify phone identity, inventory language, and landing-page accuracy.
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Gemini can help eligible owners manage one verified Google Business Profile. Use an approval ledger so drafts, edits, posts, and review replies remain accountable.
How the work is produced
Evidence before confidence.
SearchEngineAnswer separates documented facts from interpretation, shows important limits, and keeps meaningful corrections visible.
01Verify the claim
Current primary documentation is preferred for material facts and product behavior.
02Show the boundary
Recommendations include their scope, uncertainty, tradeoffs, and known limitations.
03Add practical value
Each page aims to add a framework, test, checklist, tool, or example readers can use.