ChatGPT’s Interactive Answers Change the Publisher Link Audit
ChatGPT Intelligent UI adds interactive answers. Publishers need to distinguish source support, visible links and actual visits when auditing the new surface.
Tagged collection
Latest articles tagged “AI Citations”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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AI Overviews Reach 83% of Branded Searches: What the Data Really Shows
Ahrefs found AI Overviews on 82.91% of branded US desktop results in a September crawl. We separate the study’s two samples and turn the finding into a 30-query brand-answer audit.
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Perplexity Photon Speeds Retrieval but Does Not Explain Citations
Perplexity’s Photon infrastructure and Fast Search mode change retrieval speed and cost. Neither explains which sources become citations, so a paired benchmark is still required.
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CITECHOICE Study: More Citation Credit, Uncertain First-Citation Gains
A controlled AI-search replay found more citation markers for structured source text, but no clear gain in whether a source was cited at all. Here is what publishers should measure.
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AI Answer Citations Can Fail at Four Separate Layers
Four recent papers expose separate failure points between retrieval and a trustworthy AI citation. SearchEngineAnswer reproduced PageRecall’s public tier-0 checks and built a claim-level audit ledger.
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AI Search Engines Cited Different Websites in a 960-Answer Study.
A 960-answer experiment and a separate B2B panel show why AI citations vary by engine, prompt type and measurement unit. Their percentages should not be pooled.
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CiteShade Raised Wrong Answers From 1% to 68%
A multi-source RAG attack made incorrect answers cite trusted evidence. Source-deletion tests reveal which document actually drove the claim.
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CITECHOICE Finds Structure Shifted Citation Credit, Not Source Admission
A causal replay found that structured rendering increased citation count, while its effect on whether a source was cited at all remained inconclusive.
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ChatGPT, Claude, Grok and DeepSeek Search the Web Differently
A 171,264-conversation study shows that four AI platforms differ at every search stage, from deciding to browse through selecting citations.
