Reference entries (14)
- reference BrightEdge — only ~17% of sources cited in AI Overviews also rank in Google's organic top 10; ~5 of 6 AIO citations are NOT on page 1
- research-notes QUARANTINE — "Pages with structured data earn 35% higher CTR" / "2.5x higher chance of appearing in AI answers" / "40% more AI Overview appearances"
- reference AI-citation eligibility via structured records — DIRECTIONAL; vendor-blog driven, Google's own position is "not a direct ranking factor"
- reference Forward-looking: AI answer engines may increasingly surface and cite useful tools, with brand mentions/links correlated with AI-overview visibility — early and contested
- reference Local Falcon (2025) — AI Overviews on 17.2% of commercial queries vs 58.3% of informational; including a location name reduced AI Overview appearance (35% vs 46%)
- reference Whitespark Q2 2025 local-search study — AI Overviews appeared on 15% of simple local-intent queries vs 92% informational vs 97% hybrid; local pack appeared on 93% of local-intent vs 6% of informational
- reference Ahrefs December 2025 re-run (published February 4, 2026) — for every 100 clicks you could historically earn for a top-ranking page, Google now keeps 58 (up from 34.5% click loss in April 2025)
- reference Seer Interactive (September 2025) — 3,119 informational queries across 42 organisations / 25.1M organic impressions (June 2024 → Sep 2025): organic CTR fell 61% (1.76% → 0.61%), paid CTR fell 68% (19.7% → 6.34%)
- reference Pew Research (July 22, 2025) — real-browsing field study of 900 US adults / 68,879 March 2025 searches: clicks to traditional results 8% with an AI summary vs 15% without; only 1% clicked a link inside the AI summary
- reference Ads inside AI Overviews reached Canada on December 19, 2025 (one of 12 total English-language countries); sensitive verticals excluded
- reference AI Mode launched in Canada on August 21, 2025, English only; appears as a tab, not a forced replacement of results
- reference AI Overviews full rollout in Canada began the week of October 28, 2024; English, Hindi, Indonesian, Japanese, Portuguese, Spanish supported — French NOT supported at launch
- reference Search Generative Experience (SGE) announced at Google I/O May 10, 2023 (Labs opt-in); rebranded and launched as AI Overviews in the US on May 14, 2024 — on by default for some queries
- reference Research brief: How businesses got found on the web — a then→now timeline (Google-focused, SMB lens, June 2026)
