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Confidence reflects how many independent signals matched.
| Technology | Version | Confidence | First seen |
|---|---|---|---|
| JavaScript Frameworks & Libraries4 | |||
| – | High | 14 Oct 2026 | |
| – | High | 14 Oct 2026 | |
| – | Medium | 14 Oct 2026 | |
| – | Medium | 14 Oct 2026 | |
| Frontend Build Tools & CSS1 | |||
| – | High | 14 Oct 2026 | |
| Web Servers, Languages & Backend Frameworks1 | |||
| – | High | 14 Oct 2026 | |
| CDN & Hosting3 | |||
| – | High | 14 Oct 2026 | |
| Fonts & Icon Fonts2 | |||
| – | High | 14 Oct 2026 | |
| – | Low | 14 Oct 2026 | |
smtp.google.compete.ns.cloudflare.comximena.ns.cloudflare.comgoogle-site-verification=FHW2aNyuiOQ5_Uzje99n3g7r_6dbieEnqPBpx-pHSEIv=spf1 include:_spf.google.com ~allgoogle-site-verification=GX3eE50gz6Nf8tUHQklxrh2rjGZQVENwzLX6iFmvTD8v=DMARC1; p=noneUser-Agent: * Allow: / Disallow: /blog/review User-Agent: GPTBot Allow: / Disallow: /blog/review User-Agent: OAI-SearchBot Allow: / Disallow: /blog/review User-Agent: ChatGPT-User Allow: / Disallow: /blog/review User-Agent: PerplexityBot Allow: / Disallow: /blog/review User-Agent: ClaudeBot Allow: / Disallow: /blog/review User-Agent: Claude-Web Allow: / Disallow: /blog/review User-Agent: Google-Extended Allow: / Disallow: /blog/review User-Agent: Applebot-Extended Allow: / Disallow: /blog/review Host: https://www.chatgptadlibrary.com Sitemap: https://www.chatgptadlibrary.com/sitemap.xml Sitemap: https://www.chatgptadlibrary.com/ad/sitemap.xml
# ChatGPT Ad Library > An independent public library of sponsored ads observed inside ChatGPT: at least 11,103 advertisers, 415,289 captured placements, and 43,410 unique creatives across 970 niches, connected to the prompts observed with them. ## Key facts - Advertisers tracked: 11,103 - Ad placements captured: 415,289 - Unique ad creatives: 43,410 - Niches covered: 970 (plus 7,121 sub-niches) - Reverse-engineered context hints: 45,356 - Associated prompts captured: 136,798 - Data source: captured by probing ChatGPT with realistic consumer prompts; reflects our sample, not OpenAI's internal data. - Provenance: every capture is timestamped and evidence-backed. See the methodology page. - September 2026 data: re-extracted and verified September 6, 2026, covering ads observed from July through September 2026; evidence ID: pro-library-corpus-2026-09-06. - Public browse snapshot observed through: July 16, 2026; evidence ID: public-library-snapshot-2026-07-16. - Citation-ready statistics: https://www.chatgptadlibrary.com/chatgpt-ads-statistics - Browse the public ChatGPT Ad Library snapshot: https://www.chatgptadlibrary.com/library ## Key pages - Ad library (browse everything): https://www.chatgptadlibrary.com/library - Methodology (how the data is captured): https://www.chatgptadlibrary.com/methodology - Market intelligence (share of voice, movers): https://www.chatgptadlibrary.com/intelligence - ChatGPT Ads statistics (citation-ready observed data): https://www.chatgptadlibrary.com/chatgpt-ads-statistics - Blog (analysis & niche reports): https://www.chatgptadlibrary.com/blog - Free tools (hub): https://www.chatgptadlibrary.com/tools ## Free tools - Who's Advertising on ChatGPT: Search real ads running inside ChatGPT by brand, keyword or industry, and see the prompts that trigger them. — https://www.chatgptadlibrary.com/tools/chatgpt-ad-spy - ChatGPT Trigger Prompts: The real prompts that make sponsored ads appear, and how many advertisers compete on each. — https://www.chatgptadlibrary.com/tools/chatgpt-ad-trigger-prompts - Brands Advertising on ChatGPT: Describe your product and see which brands advertising on ChatGPT are closest to yours. — https://www.chatgptadlibrary.com/tools/chatgpt-similar-advertisers - Where to Advertise on ChatGPT: Niches with real ChatGPT ad demand but few advertisers competing yet. — https://www.chatgptadlibrary.com/tools/chatgpt-untapped-niches - ChatGPT Ads Benchmarks: Competition, CTR context and modeled cost by industry, from real captured ad data. — https://www.chatgptadlibrary.com/tools/chatgpt-ads-benchmarks - ChatGPT Ads Checker: Look up any brand or domain and see whether it advertises inside ChatGPT. — https://www.chatgptadlibrary.com/tools/chatgpt-ads-report - Can I Advertise on ChatGPT?: Check your country, category and budget against OpenAI's published beta requirements. — https://www.chatgptadlibrary.com/tools/chatgpt-ads-eligibility - ChatGPT Ad Mockup & Preview: Preview how your sponsored ad would look inside a ChatGPT answer, then export it. — https://www.chatgptadlibrary.com/tools/chatgpt-ad-mockup ## Top niches - ChatGPT ads in Enterprise & Fintech: https://www.chatgptadlibrary.com/enterprise/ads - ChatGPT ads in SaaS & Productivity: https://www.chatgptadlibrary.com/saas-productivity/ads - ChatGPT ads in Email Marketing & CRM: https://www.chatgptadlibrary.com/email-marketing-crm/ads - ChatGPT ads in Real Estate: https://www.chatgptadlibrary.com/real-estate/ads - ChatGPT ads in Cloud & DevOps: https://www.chatgptadlibrary.com/cloud-devops/ads - ChatGPT ads in Crypto & Investing: https://www.chatgptadlibrary.com/crypto-investing/ads - ChatGPT ads in Business Consulting: https://www.chatgptadlibrary.com/business-consulting/ads - ChatGPT ads in Uncategorized: https://www.chatgptadlibrary.com/source-b/ads - ChatGPT ads in Stablecoin & Payments: https://www.chatgptadlibrary.com/oms/ads - ChatGPT ads in Career & Jobs: https://www.chatgptadlibrary.com/career-jobs/ads - ChatGPT ads in Education & Learning: https://www.chatgptadlibrary.com/education-learning/ads - ChatGPT ads in Healthcare & HealthTech: https://www.chatgptadlibrary.com/healthcare-healthtech/ads - ChatGPT ads in Marketing & Advertising: https://www.chatgptadlibrary.com/marketing-advertising/ads - ChatGPT ads in E-commerce & Retail: https://www.chatgptadlibrary.com/ecommerce-retail/ads - ChatGPT ads in Mobile Apps & Software: https://www.chatgptadlibrary.com/mobile-apps/ads
| – |
| High |
| 14 Oct 2026 |
| – | High | 14 Oct 2026 |