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Competitive Benchmarking in AI Search: How to Know If You're Winning the Answer Engine Race
Your rivals are already being cited by ChatGPT, Perplexity, and Gemini. Here's the framework to measure the gap — and close it.
Jul 17
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Bruno Gavino - Codedesign.org
Your Competitors Are Winning AI Answers. Here's How to Compare Brand Visibility and Fight Back
A practical framework for comparing your brand visibility vs competitors in AI search — and closing the gap before it becomes permanent
Jul 16
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Bruno Gavino - Codedesign.org
MCP Is the New Crawler: Why Model Context Protocol Decides If Agents Ever See Your Brand
Three under-discussed links between MCP, function calling, and context budgets — and why your GEO surface is now a tool schema, not a webpage.
Jul 15
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Bruno Gavino - Codedesign.org
Share of Voice in ChatGPT: The Metric That Reveals Who's Really Winning AI Search
ChatGPT is recommending brands millions of times a day. Share of Voice tells you how often that brand is yours — and how to grow your slice.
Jul 13
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Bruno Gavino - Codedesign.org
Knowledge Distillation Is Quietly Deleting Your Brand From Small Models
Three under-discussed links between distillation, test-time compute, and perplexity — and why the model answering your buyers never read your best page.
Jul 10
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Bruno Gavino - Codedesign.org
AI Share of Voice: The Metric That Decides Who Wins AI Search
Rankings measured who won the click. AI Share of Voice measures who wins the answer — here's how to define it, track it, and grow it before your…
Jul 10
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Bruno Gavino - Codedesign.org
The AI Competitor Analysis Tool Every Marketer Needs Before Rivals Own the Answer Box
ChatGPT, Perplexity, and Gemini are already recommending brands in your category. Here's how to find out which ones — and how to close the gap.
Jul 9
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Bruno Gavino - Codedesign.org
2
The Hallucination Budget: Grounding Thresholds Are Quietly Deleting Brands From AI Answers
Three under-discussed links between grounding, synthetic data, and fine-tuning — and why your GEO problem is upstream of your content.
Jul 8
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Bruno Gavino - Codedesign.org
1
How to Track Competitors in AI Search (Before They Own Every Answer)
ChatGPT, Perplexity, and Gemini are already recommending brands in your category. Here's how to see exactly who is winning the answers — and how to…
Jul 8
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Bruno Gavino - Codedesign.org
2
How to Track Competition on LLMs: The Competitive Intelligence Playbook for AI Search
Your rivals are already being recommended by ChatGPT, Perplexity, and Gemini. Here's how to see exactly where they win — and take their spot.
Jul 7
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Bruno Gavino - Codedesign.org
Is AI Search Talking About Your Brand? How to Monitor Brand Mentions in ChatGPT, Perplexity, and Gemini
Your buyers are asking AI about you right now. A practical framework to monitor your brand in AI search - and act on what you find.
Jul 6
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Bruno Gavino - Codedesign.org
Your Brand Costs Too Many Tokens: The Hidden Economics of Getting Cited
Three under-discussed links between token efficiency, function calling, and inference traffic — and what they decide about your GEO.
Jul 3
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