10.4 Launch-and-Traction Reference Addendum (AI-Native Automation)
These references emphasize recent launches and observed adoption pull, then tie automation to what is actually shipping and performing in-market.
- E75 — LinkedIn for Marketing (Aug 13, 2025): Thought Leader Event Ads launch; cites 1.6x engagement benchmark for thought-leader ads: https://www.linkedin.com/pulse/introducing-thought-leader-event-ads-build-trust-influence-pcelc
- E78 — Meta newsroom (Jan 28, 2026): AI-driven ads and recommendation updates with reported campaign lift examples: https://about.fb.com/news/2026/01/2026-ai-drives-performance/
- E81 — TikTok Newsroom (Jan 14, 2026): TikTok Next 2026 trend forecast highlighting AI-mediated discovery and content operations: https://newsroom.tiktok.com/introducing-tiktok-next-2026-our-trend-forecast-for-marketers-for-the-year-ahead-ca
- E82 — Reddit Inc. (Jan 5, 2026): Max campaigns beta launch for AI-powered ad optimization: https://redditinc.com/news/now-in-beta-max-campaigns-for-ai-powered-ad-performance-and-unique-audience-insights
- E83 — Cloudflare Radar 2025 review (Dec 15, 2025): rising AI crawler share on the open web: https://blog.cloudflare.com/radar-2025-year-in-review/
- E84 — Similarweb AI-referral analysis (Jul 29, 2025): measurable AI-origin referral traffic by industry/domain: https://www.similarweb.com/blog/insights/ai-news/ai-referral-traffic-winners/
- E91 — Google Search Status Dashboard history: 2025-2026 ranking/spam/discover update cadence: https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history
- E92 — OpenAI ChatGPT Search launch + Feb 2025 expansion update: https://openai.com/index/introducing-chatgpt-search/
- E93 — OpenAI Operator launch + Jul 2025 integration into ChatGPT agent mode: https://openai.com/index/introducing-operator/
- E94 — OpenAI ChatGPT Atlas launch; page notes Search quickly became one of ChatGPT’s most-used features: https://openai.com/index/introducing-chatgpt-atlas/
- E95 — OpenAI GPT-4.1 launch and GPT-4.5 preview deprecation timeline: https://openai.com/index/gpt-4-1/