Google-GeminiNotebook Replaced Google-NotebookLM: Update Log Parsers Without Losing History
Google renamed the NotebookLM crawler token. Update exact-match rules and analytics without splitting one crawler into two histories.
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How to Read Brave’s 1,500-Query AI Search Benchmark
Audit Brave’s 1,500-query AI answer comparison by examining query sampling, interface parity, LLM judges, pairwise order, ownership, and replication.
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DuckDuckGo Expanded Result Previews: What Publishers Can Verify
DuckDuckGo announced playable video previews and expanded text summaries. Here is what publishers can verify without inventing selection or markup rules.
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ChatGPT Restaurant Results and Reserve Buttons: A Verification Guide
Verify restaurant entity matching, location context, third-party provider inventory, Reserve-button handoff, and booking support boundaries in ChatGPT Search.
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ChatGPT Shopping Labels and Review Summaries: What Merchants Can Control
Separate merchant-controlled product facts from ChatGPT-generated titles, feature labels, review summaries, and merchant ordering.
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Google Spam Reports Can Lead to Manual Actions: Read the Current Policy Carefully
Google may use spam reports for manual actions and may share submission text with the affected site owner. Report observable behavior without personal data.
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Control Google AI Previews with nosnippet, max-snippet, and data-nosnippet
Map Google’s nosnippet, max-snippet, and data-nosnippet controls to their documented effects across Search, AI Overviews, and AI Mode.
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You.com Removed the authors Field: Keep Attribution Pipelines Stable
Make author metadata optional, preserve source identity, and test downstream attribution systems after You.com removed the authors field from v1 and Answer API results.
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Perplexity Agent API Citations: A Migration Checklist
Normalize numbered and source-typed Agent API citations into one internal source contract before migrating from legacy Sonar or MCP-backed workflows.
