What's working in AI search this week
Every week we crawl the AEO frontier — the publications, the competitors, the pages the engines actually cite — and distill what's moving AI citations right now. Free to read. No login. We report what we observe, never a guessed trend.
This week · October 12–2026 (day: 18)
AEO Intelligence Digest — Week of October 12, 2026
This week's AEO crawl data reveals a clear inflection point: AEO is no longer just a content strategy concept — it's becoming a software procurement category, with G2 formally splitting AEO tools from SEO tools and actively positioning its review data as a trusted grounding source for ChatGPT and Claude. The most consistent citation-trigger pattern across all top-performing domains is stat-first headlines with specific quantified claims, appearing at high confidence across Ahrefs, Otterly AI, Pe
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Past issues
Week of October 5–2026 (day: 11)
AEO Intelligence Digest — Week of October 5, 2026
This week's AEO data surfaced a rare find: a controlled experiment confirming that adding the current year to page titles increases AI citations by 61% — and the site that ran it has already applied the tactic across its full content library. Beyond that single high-confidence win, the week's patterns reveal a broader structural shift: Wikipedia, Reddit, and podcasts are now the primary platforms driving LLM citations, and structured data errors are being directly linked to AI visibility loss fo
Week of September 28–October 4, 2026
AEO Intelligence Digest — Week of September 28, 2026
This week's AEO crawl data surfaced something concrete: a documented experiment adding the current year to 11 page titles produced a 61% increase in AI citations — with spillover gains on pages that weren't even touched. Meanwhile, the five largest SEO publications have all independently established dedicated AEO/GEO content verticals in 2026, signaling the discipline has crossed from emerging niche to mainstream editorial category. The full digest includes 7 high-confidence findings and 5 speci
Week of September 21–2026 (day: 27)
AEO Intelligence Digest — Week of September 21, 2026
This week's AEO crawl data reveals a clear consensus forming among top-cited publishers: embedding specific numeric claims directly in article headlines — not just in the body — is now the single most replicated citation-trigger tactic across the field, observed in content from OtterlyAI, GrackerAI, Semrush, Ahrefs, Peec AI, and Whitespark simultaneously. Meanwhile, G2 formally listed 'AEO software' as a distinct product category, creating a new AI-citation surface that savvy vendors need to opt
Week of September 14–2026 (day: 20)
AEO Intelligence Digest — Week of September 14, 2026
This week's AEO crawl across 15+ publishers reveals a clear convergence: the highest-confidence citation-triggering tactic in active use is embedding specific numeric claims directly in article titles — a pattern deployed independently by Otterly AI, GrackerAI, Peec AI, Ahrefs, and Search Engine Journal. Separately, G2 has formally separated 'Answer Engine Optimization' into its own software category, confirming AEO is now a recognized commercial vertical with distinct buyer intent. Full digest
Week of September 7–2026 (day: 13)
AEO Intelligence Digest — Week of September 7, 2026
This week's AEO crawl data reveals a clear inflection point: the tactics that determine whether your content gets cited in AI-generated answers are now empirically documented, repeatable, and spreading fast across the practitioner community. From OtterlyAI's controlled experiment proving a 61% citation lift from a single title change, to G2 formally recognizing AEO as a standalone software category, the signals all point the same direction — AI visibility is no longer experimental, it's operatio
Week of August 31–September 6, 2026
AEO Intelligence Digest — Week of August 31, 2026
AEO has officially crossed into mainstream market infrastructure: G2 now lists it as a standalone software category, and every major SEO publication — Moz, Semrush, Ahrefs, Search Engine Land, and Search Engine Journal — has built a dedicated editorial cluster around AI visibility this week alone. The most actionable finding: OtterlyAI documented a 61% AI citation lift simply from appending the year to article titles, and BLUF (Bottom Line Up Front) formatting is now consensus-level best practic
Week of August 24–2026 (day: 30)
AEO Intelligence Digest — Week of August 24, 2026
This week's AEO crawl confirms what many suspected: the SEO-to-AEO transition is no longer a trend to watch — it's the current editorial consensus across every major search publication and tool vendor simultaneously. Standout findings include a documented 61% AI citation lift from a single title-tag experiment, and HubSpot publicly labeling its search strategy shift as 'From SEO to AEO.' The digest also identifies the dominant citation-earning content format of the moment — and it's not what mos
Week of August 17–2026 (day: 23)
AEO Intelligence Digest — Week of August 17, 2026
This week's AEO crawl data confirms what many suspected: answer engine optimization has gone fully mainstream, with Moz, SEJ, Ahrefs, Semrush, and Search Engine Land all pivoting their primary editorial clusters toward AI citation and GEO — simultaneously. The most actionable signal of the week is structural: 'atomic answers' that stand alone and BLUF (Bottom Line Up Front) framing are being explicitly named as the fastest path to AI citations, while quantified headlines with specific data point
Week of August 10–2026 (day: 16)
AEO Intelligence Digest — Week of August 10, 2026
This week's AEO crawl data reveals a clear industry consensus forming around three core citation-capture tactics: publishing original proprietary data studies with specific statistics in headlines, year-tagging every post title for freshness signals (validated at +61% citation lift in a controlled experiment), and restructuring content with BLUF openings and atomic TL;DR blocks that AI engines can extract without reading full articles. Every major SEO authority — Semrush, Moz, Ahrefs, Search Eng
Week of August 3–2026 (day: 9)
AEO Intelligence Digest — Week of August 3, 2026
This week's AEO crawl data reveals a clear inflection point: AEO is no longer an emerging experiment — it's a funded software category on G2, a standalone editorial discipline at Ahrefs and Semrush, and the organizing principle behind the content strategies of at least six major SEO brands. The dominant citation-earning tactics this week are proprietary large-scale data studies, BLUF-structured atomic answers, and self-experimentation content that competitors literally cannot replicate. If your
Week of July 13–2026 (day: 19)
AEO Intelligence Digest — Week of July 13, 2026
This week's AEO crawl data reveals a synchronized content surge across 7+ major SEO publishers — Moz, Semrush, Search Engine Journal, Clearscope, and others — all pivoting editorial calendars to AEO and GEO simultaneously, signaling a category tipping point that will reshape AI citation hierarchies in the coming months. The highest-performing content formats this week share three traits: BLUF/TL;DR-first structure, data-backed stat headlines, and methodology-documented original research — all in