domain · seo
Earn pages worth ranking, in the AI-search era
On-page, technical, content, links. SEO in the AI-search era, from operators who run real sites.
Strongest claims
- Point-in-time AEO citation counts are noise: 74 percent of cited sources rotate weekly Aleyda Solis
- AI search visibility is an off-site corroboration problem with an on-site quality floor, not the inverse Aleyda Solis
- Keyword position reporting is measuring a construct that is dissolving as Google personalizes results per user Eli Schwartz
- Only 2.37 percent of URLs cited by AI search engines appear across all three major platforms; 91 percent live in exactly one Kevin Indig
- Google demoted AI-generated spam listicles but spared quality editorial roundups Kevin Indig
- A Google penalty removes a page from every AI surface at once, not just Google search Lily Ray
Adjacent domains
- aeo · 34 co-occurrences
- growth-demand · 13 co-occurrences
- pmm · 9 co-occurrences
- aeo-llm-search · 8 co-occurrences
- content-strategy · 7 co-occurrences
- growth · 3 co-occurrences
- content · 3 co-occurrences
- measurement · 1 co-occurrences
Synthesis patterns in seo
52 insights in seo
- Point-in-time AEO citation counts are noise: 74 percent of cited sources rotate weekly · Aleyda Solis
- AI search visibility is an off-site corroboration problem with an on-site quality floor, not the inverse · Aleyda Solis
- More AI answer links do not automatically mean more traffic; track six AEO signals separately, not blended into one score · Aleyda Solis
- Google formalized five citation surfaces in AI Mode and AI Overviews, giving AEO a specific placement target inside Google search · Barry Schwartz
- Google preferred-source labels create a credibility tier inside AI Mode citations that compounds authority for brands already earning it · Barry Schwartz
- Structural prominence in nav, headers, and footer predicts LLM citation rates more reliably than body content alone · Casey Hill
- Keyword position reporting is measuring a construct that is dissolving as Google personalizes results per user · Eli Schwartz
- AI brand recommendations produce a 7 to 14 percent direct visit lift within seven days · Rand Fishkin
- A brand's website is now the training source AI tools use to form answers about it; a thin site produces AI misinformation · Rand Fishkin
- Zero-click Google search has crossed 68% and will not reverse because Google's financial incentives now align with keeping users on-platform · Rand Fishkin
- Google's subscription highlight in AI Mode gives paywalled content a visual trust tag inline, changing the ROI on publisher partnerships for AEO · Google
- Aggregators hold 76% of Google's SEO visibility but only 38% of ChatGPT's citation pool, requiring separate authority-building strategies for each surface · Kevin Indig
- AI Mode cut publisher mentions nearly in half while tripling major retailer mentions, revealing a structural bias toward commercial endpoints · Kevin Indig
- AI Mode queries average three times the word count of classic Google search queries, meaning content structured for short-tail keywords fails to surface in AI search · Kevin Indig
- AI search can underattribute marketing channel contribution by 10x because the discovery path no longer generates a referral signal. · Kevin Indig
- AI search category ownership concentrates fast and holds: owners win on brand mentions, not citations, and retain first position 90 percent of the time · Kevin Indig
- Attribution was designed for ad spend allocation. Its apparent usefulness for organic channels was always an illusion driven by click data. · Kevin Indig
- Primary research earns 3.3x more AI citations than ordinary pages but only when structured as a comparison benchmark, not as narrative analysis · Kevin Indig
- When every brand in a content category declines together in AI search, the platform is repricing the category, not re-ranking competitors · Kevin Indig
- AI search citations and brand recommendations respond to different inputs; depth drives recommendations while breadth tolerates citations · Kevin Indig
- Google's demotion signal is content replaceability, not format or AI-generation volume · Kevin Indig
- Only 2.37 percent of URLs cited by AI search engines appear across all three major platforms; 91 percent live in exactly one · Kevin Indig
- Google demoted AI-generated spam listicles but spared quality editorial roundups · Kevin Indig
- Google Search Console captures only 25 percent of AI search visibility, requiring brand-tracking methods to measure actual exposure · Kevin Indig
- Freshness is the single strongest predictor of listicle ranking, outweighing author signals and schema markup · Kevin Indig
- Google's organic SEO and AI Overview citations now move in opposite directions, requiring separate strategies · Kevin Indig
- Three metrics with non-overlapping blind spots, triangulated together, produce a more reliable channel-contribution estimate than any attribution model. · Kevin Indig
- UGC platforms are the most consistent AI citation source, holding a floor share across every buying stage · Kevin Indig
- The AEO metric is recommendation-share, not citation volume. AI responses recommend products; they do not list links. · Kyle Poyar
- The signals that earn blue-link rankings are the same ones that earn AI-generated answer citations, making AEO an extension of SEO discipline, not a replacement. · Lily Ray
- First-hand experience is a distinct AEO primitive that drives additional clicks from AI Overviews and AI Mode, not just an E-E-A-T input signal · Lily Ray
- A Google penalty removes a page from every AI surface at once, not just Google search · Lily Ray
- Google rewrites public quality guidelines weeks before major algorithm updates, producing seven observable signals practitioners can monitor · Lily Ray
- Scaled AI-generated content has replaced link spam as Google's primary enforcement target, confirmed by a Google engineer's statement and four spam updates in under a year · Lily Ray
- A brand's self-promotional "best of" listicle gets cited by AI Overviews 74% of the time but excluded from the recommendation 69% of the time · Lily Ray
- A 499 from an AI bot UA means the bot decided the page was not worth waiting for and silently excluded it from the LLM candidate set · Mike King
- AI search runs a five-gatekeeper pipeline and the Critic is where most content dies, invisibly · Mike King
- Google's AI optimization guide contradicts its own technical research in four places; calling it 'still SEO' is a rhetorical strategy, not a neutral description · Mike King
- Wrap proprietary research in JavaScript-rendered divs to protect IP from LLM crawlers; 69% cannot execute JavaScript · Mike King
- Serve Markdown to AI crawlers you want indexing your content; Cloudflare measured an 80% token size reduction versus full HTML · Mike King
- AI search visibility depends on off-site brand reputation as much as on-site content, and publishing more content rarely improves either · Lily Ray
- The economic friction of content production was the last quality gate in search; LLMs removed it · Lily Ray
- AI Overviews reduce outbound clicks by 40% with no corresponding improvement in user satisfaction · Ananya Sen
- AI search is a 3rd-party citation problem: external domains supply over 80 percent of citations while owned pages corroborate · Aleyda Solis
- The pages AI engines cite and the pages that receive AI referral traffic are structurally different assets requiring separate optimization · Aleyda Solis
- Content that survives a brand-swap test is commodity content and becomes Google's primary enforcement target at scale · Aleyda Solis
- AI search investment requires scoring content across six independent dimensions, not a traffic forecast alone · Aleyda Solis
- Ecommerce YOY organic traffic drops despite stable ranking positions diagnose SERP layout displacement, not ranking failure · Aleyda Solis
- Third-party sources generate 84 to 93 percent of AI citation weight for SaaS brands across platforms · Aleyda Solis
- Six criteria for deciding which third-party platforms are worth investing in for AI search citations · Aleyda Solis
- Google's May 2026 Core Update rewarded source type fit over authority alone, concentrating visibility around canonical destinations for each query's dominant intent · Aleyda Solis
- The four proofs used to justify llms.txt as a GEO tactic apply equally to a satirical file about office cats, exposing all four as insufficient evidence · Mark Williams-Cook