Why Knowledge Architecture Matters More Than the Next AI Protocol for SEO
Bill Hunt argues that publishing a format like llms.txt or MCP is not the same as possessing the knowledge your customers need. Decision Coverage may…
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Desk archive
Tag: AI search
AI visibility now demands cross-functional action beyond traditional SEO, says Search Engine Land analysis
Being cited by AI chatbots is no longer enough. A new analysis argues that winning AI recommendations requires product, policy, and engineering teams to act…
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A New Column Asks Why SEOs Still Ignore ‘Decision Distance’ in the AI Search Era
A Search Engine Journal column argues that clicks and rankings only capture decisions already made, and introduces “Decision Distance” to measure the gap between user…
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Reddit Reports Strong Q2 Revenue Jump to $805 Million, But Choppy Search Traffic and AI Shifts Spark Stock Drop
Reddit posted a 61 percent revenue increase in Q2 reaching $805 million, yet its stock slid after-hours as CEO Steve Huffman pointed to choppy search…
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AI Search Isn’t Replacing Google, It’s Adding a New Layer: Similarweb 2026 Report
New Similarweb data reveals that 95% of ChatGPT users also use Google, and AI-generated citations still link out only 6.8% of the time. The report…
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AI Models Show Strong Preference for Familiar Brands in Search, Study Reveals
A new study analyzing nearly 4,000 AI search responses finds that large language models search for familiar brands 3.2 times more often than unfamiliar ones,…
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89% of AI Search Demand Still Unsettled: Kevin Indig’s Data Shows a Narrow Window for Brands
A new analysis of 1,094 U.S. categories across six months of ChatGPT answers reveals that only 15.2% have a clear brand owner. The rest —…
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Google AI Overviews: What Indian Publishers Should Watch For
A practical look at how Google’s AI Overviews are changing search visibility for Indian content sites, with source-backed analysis and actionable next steps.
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Google AI Overviews Are Reshaping Indian SEO — Here Is What Content Teams Must Change
Google’s AI Overviews now appear in over 20% of Indian search queries. For Indian content teams, this changes keyword strategy, snippet targeting, and the role…
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AI Overviews in India: A Marketer’s Playbook for 2025
Google’s AI Overviews are live in India, cutting organic clicks by up to 64% for some queries. This guide gives Indian marketers a concrete, week-by-week…
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