ChatGPT Could Join UK Search Choice Screens Under New Attribution Rules
A CMA proposal could let general-purpose AI assistants qualify for UK search choice screens if they meet search, safety and source-attribution requirements.
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Latest articles tagged “Answer Engine Optimization”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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AI SEO: What It Is, How It Works, and What to Measure
Learn what AI SEO means, how it differs from AEO and GEO, what Google documents, and how to measure rankings, citations, referrals, and conversions.
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Search and AI Changes: September 7–13, 2026
Thirteen documented search and AI changes from September 7–13, plus two community signals that still require controlled tests.
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GPT-6 Astra’s BrowseComp Score Is Not a Citation Quality Score
OpenAI reports a 91.5% BrowseComp score for GPT-6 Astra. A new Perplexity customer story adds engineering context, not a consumer citation benchmark.
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ChatGPT Library Citations Are Not Public Web Visibility
ChatGPT Library can cite private or workspace-shared files. Use the ownership, permissions and signed-out tests to separate connected-source provenance from public web visibility.
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ChatGPT Financial Services Adds an Experian Credit Layer
ChatGPT can now combine authorized Experian credit data with hosted premium datasets, entitled connections, private files and the public web. Provenance determines what the answer means.
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ChatGPT Shopping Can Use Memory to Select Products
ChatGPT shopping results can consider Memory and custom instructions, but product data, merchant conditions and fresh search still affect what appears. A four-cell test can separate those influences.
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OpenAI Agents API Adds Long-Running Web Search: What Publishers Can Measure
OpenAI’s Agents API now combines long-running web search with an OpenAI-hosted browser. Publishers can measure server events and outcomes without assuming a crawler identity.
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Perplexity Premium Data Sources: Included and Licensed Access
Perplexity now documents included premium sources and licensed connectors. This access matrix separates plan eligibility, partner entitlements and citation inspection.
