# ChatGPT ads. Research on advertising inside ChatGPT and other answer surfaces. In this collection 7 Collections 8 Last updated Sep 19, 2026 - [By Ali Abouelatta](https://www.lazyweb.com/authors/ali-abouelatta) - 7 notes [Read as Markdown](https://www.lazyweb.com/chatgpt-ads.md) [Newest · Practical guide · Sep 19, 2026 ## Context Hints in ChatGPT Ads Aren't Keywords Distinguishes context hints (business facts) from delivery instructions (targeting), with a worked hypothetical brief turned into three hints tagged FACT/ASSUMPTION and a checklist. Read the note](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-context-hints-not-keywords) 6 more notes ## More on chatgpt ads - Practical guide · Sep 19, 2026 ### [Why Your ChatGPT Ads Conversions Number Can Move With No Campaign Change](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-conversion-totals-shift) Why identical campaign activity can produce different reports: processing delay, conversion timing and reporting settings, with worked examples. - Practical guide · Sep 19, 2026 ### [What Your Ad Landing Page Must Expose to OpenAI's Crawlers](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-crawler-access) A crawler-access diagnostic that separates robots permission, CDN rules, application challenges and actual responses, with a concise engineering handoff. - Practical guide · Sep 19, 2026 ### [ChatGPT Ad Units vs. Sponsored Agents: What's Live vs. What's Alpha](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-units-vs-sponsored-agents) A dated comparison of standard ChatGPT ads, Sponsored Agents alpha and the separate ad-management features announced in September. - Practical guide · Sep 19, 2026 ### [A Founder's First ChatGPT Ads Measurement Plan (A Worksheet, Not a Benchmark)](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-first-measurement-plan) A six-row decision worksheet (conversion event, Pixel/API, attribution window, time basis, observation period, discrepancy triage) demonstrated with a fictional startup's worked example, no invented benchmarks. - Research article · Sep 19, 2026 ### [Which ChatGPT Ads attribution window fits a seven-day versus ninety-day buying cycle?](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-attribution-window-seven-day-versus-ninety-day-buying-cycle) A fit-based attribution decision for short and long buying cycles using OpenAI’s current 7/14/30-day click windows and 0/1-day view-through settings. - Guide · Sep 19, 2026 ### [What makes a product catalog crawlable enough for a feed campaign?](https://www.lazyweb.com/chatgpt-ads/chatgpt-ads-product-catalog-feed-readiness) A documentation-derived readiness guide for product data, image hosts, landing pages, robots, WAF/CDN, authentication, rate limits, and feed reporting.