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分析发现 OpenAI 合作媒体内容以预生成摘要进入 ChatGPT 并优先排序

原标题:OpenAI's partner content arrives in ChatGPT pre-summarized while the rest of the web gets raw scraps

Peec AI 研究员 David Konitzny 分析发现,ChatGPT 的新闻引擎中只有一个叫 labrador 的引擎带 provider 字段,据此识别出 Condé Nast、Hearst、Axel Springer、News Corp、Reuters、AP 等 12 家出版方的 43 个域名,内容还包括 Allrecipes、Tom's Guide 等站的食谱、产品评测和购买指南。合作内容不经实时抓取,而是以预生成摘要形式进入,并在提示词中排在所有网页结果之前;在他分析的 1000 个案例中,排名 1-3 的条目有 70% 来自这些摘要,第 7-10 位只有 23%。OpenAI 曾在 2024 年承诺给合作方更突出位置,但即便合作方也并非总被正确引用。

为什么值得看

原文给出合作媒体内容与普通网页在 ChatGPT 中处理方式的差异和排序数据,读者可据此理解搜索结果的来源倾斜。

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原文

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Jonathan Kemper

Oct 27, 2026

Content from OpenAI's licensing partners appears to flow into ChatGPT through a dedicated pipeline that gives it priority over the rest of the web. That's the finding of an analysis by David Konitzny, a GEO researcher at Berlin-based startup Peec AI. Of three configured news engines, only one called "labrador" populates a field named "provider." Through that field, Konitzny identified 12 publishers with 43 domains, including Condé Nast, Hearst, Axel Springer, News Corp, Reuters, and AP. Beyond news, the pipeline also feeds recipes, product reviews, and buying guides from sites like Allrecipes, Tom's Guide, and Welt into the chatbot.

ChatGPT doesn't fetch partner pages live. Instead, it receives them as pre-generated summaries, while regular web pages arrive as raw text snippets. In the prompt, partner entries are placed ahead of all web results. For ranked lists, the summaries name 70 percent of entries in positions 1 through 3 but only 23 percent of those in positions 7 through 10, according to 1,000 cases Konitzny analyzed.

OpenAI had promised partners more prominent placement in ChatGPT back in 2024, and a study from Hamburg later found Springer media appearing far more often in the web interface than through the API. But even partners don't always get cited correctly.

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