ChatGPT Search & AI Citations
News, experiments and research about ChatGPT, OpenAI search, AI citations, web discovery and how brands and publishers appear in AI-generated answers.
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OpenAI Replaces ChatGPT Agent With ChatGPT Work, but Its Documentation Is Still Mid-Migration
OpenAI’s Help Center now states that “ChatGPT agent is no longer available” and directs users toward ChatGPT Work for longer, multi-step work and a new cloud browser for browsing t...
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How to Rank in ChatGPT: What the Evidence Supports
Businesses increasingly ask how to “rank in ChatGPT,” but the phrase imports a model from traditional search that does not cleanly describe generative discovery. ChatGPT can discov...
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ChatGPT Ads Becomes Feed-Driven: Product Catalog Optimization Is Emerging as the Paid Counterpart to AI Shopping Visibility
OpenAI has turned the product catalog into a first-class campaign input for ChatGPT Ads. Retail advertisers in Ads Manager Beta can now upload or connect structured product feeds,....
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Being Cited Is Not Being Represented Correctly: Nearly Half of ChatGPT’s Auditable Citations Still Fail to Fully Support the Claim
Earning a ChatGPT citation is not the same thing as having the source represented faithfully. A live measurement project from Machine Relations is testing that distinction at the l...
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ChatGPT Ads Has a Technical Eligibility Layer: If OAI‑AdsBot Cannot Crawl Your Landing Page, the Ad Cannot Pass Review—or Be Matched to the Right Conversation
ChatGPT Ads now has a technical eligibility layer that looks surprisingly familiar to search-engine crawling. Before an advertiser can rely on creative, targeting or landing-page p...
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ChatGPT Moves Into Viber Groups: Shared Links Can Now Be Summarized Before Anyone Visits the Source
ChatGPT is moving into another layer of the discovery journey: the group conversation where people exchange links before deciding whether to open them. An official integration betw...
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Web Visibility Is Becoming Agent-Callable: WebMCP Lets Websites Expose Actions Directly to ChatGPT Instead of Waiting for the Agent to Interpret the Interface
Web visibility is starting to acquire a new technical layer. A website no longer has to wait for an AI agent to inspect its interface, infer what buttons and fields mean and simula...
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OpenAI Gives ChatGPT’s Browser a Verifiable Agent Identity—Websites Can Allow the Agent Without Opening the Door to Impersonating Bots
OpenAI is giving website operators a way to distinguish ChatGPT’s interactive browser from bots merely claiming to be ChatGPT. Its official allowlisting documentation says ChatGPT....
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ChatGPT’s New Discovery Agent Does Not Merely Crawl Pages—it Signs In, Completes Web Tasks and Keeps Working After Users Leave
ChatGPT’s web-discovery layer is moving beyond finding and reading pages. OpenAI now documents a Cloud Browser for ChatGPT Work that can navigate supported websites, click controls...
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AI Discovery Is Fragmenting Fast: ChatGPT Loses 20 Prompt-Share Points While Google AI Overviews Reach Four Desktop Searches in Ten
AI discovery is fragmenting in two directions at once. Users are spreading their prompts across more standalone assistants, while generative interfaces are appearing inside a growi...
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OpenAI Subsidizes the First ChatGPT Ads Campaigns—$500 in Credit to Accelerate Paid AI Discovery Adoption
OpenAI is putting its own money behind advertiser acquisition. New businesses signing up for ChatGPT Ads before September 30 are being offered $500 in advertising credit after spen...
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