search-marketing-wiki

Log — AI Search Wiki

Append-only history. Each entry starts with ## [YYYY-MM-DD] <op> | <title> where <op> is ingest, query, lint, or split, so grep "^## \[" log.md | tail -5 works.

[2026-06-01] split | ai-search-wiki created from _inbox cluster ai-search-landscape (4 sources)

The cluster reached a clean 4 in one Telegram burst — all on the AI transformation of search: google-io-business-visibility (agentic commerce / business-visibility gap), duckduckgo-no-ai-search (consumer backlash / market fragmentation), ai-content-seo-visibility (AI-era SEO playbook), and brand-depth-ai-recommendations (the GEO mechanism). Too specific for any existing spoke; the SEO/PPC skill packs in agentic-tooling-wiki are tools, not this strategy/landscape topic.

Scaffolded from CLAUDE.template.md; domain = the AI transformation of search & discovery. Ingested all four (URL-only) as source summaries + 3 concept pages: ai-search-shift (umbrella event — Google’s May 2026 overhaul), generative-engine-optimization (the central concept), agentic-commerce. Synthesis frames it as one shift with two reactions (consumers contest AI search; brands adapt via GEO) and flags the measurement gap + vendor-incentive caveats. Cross-wiki bridges: agentic-seo-skill/claude-skills-ppc (tools, agentic-tooling-wiki), retrieval-augmented-generation (research-wiki). _inbox ai-search-landscape records cleared. Spoke count 7 → 8.

[2026-06-02] ingest | Why Great Content No Longer Works (SEJ / MIT research)

Routed in by the hub (clear AI-era match; not the parked seo-ops traditional-SEO bucket). Created great-content-no-longer-works (Article): AI Overviews extract content → click-through collapse (“digital enclosure of publishing”, Fishkin); MIT AI Labor Exposure Map = 65% of marketing tasks automatable; response = ignore traffic, build inimitable products. Updated ai-search-shift (added the content-enclosure / click-collapse mechanism) and synthesis Contradictions/tensions with a new strategic fork: optimize-the-channel (GEO) vs. abandon-the-channel-and-differentiate. Caveat: SEO-trade op-ed; 65% is a labor-exposure estimate.

[2026-06-03] ingest | How SEO Turns Customer Success into AI-Readable Proof (SEL)

Routed in by the hub (AI-era; explicitly “not traditional SEO”). Created customer-success-ai-readable-proof (Article): Assistive Agent Optimization (AAO) — publish verifiable post-sale proof (quantified outcomes, testimonials, delivery data) in machine-readable form because “agents verify brand claims against the open web.” Framework OPIDC. Updated generative-engine-optimization with an operational-proof bullet (the retrieval-verification side of brand depth, sourced from CS/delivery not marketing). Notably also answers the contrarian great-content-no-longer-works from one side: real outcomes are inimitable proof AI can’t fake. Caveat: SEO-trade op-ed; AAO/OPIDC are coinages.

[2026-06-03] split/broaden | ai-search-wiki scope broadened to all search/SEO/PPC (human directive “B”)

Asked the human (search-marketing-ops cluster hit 3): (a) spin out a sibling vs (b) broaden this spoke. Chose (b). Absorbed the 3 traditional sources from _inbox: seo-commissioning-workflow, seo-affiliate-alignment, b2b-ppc-metrics. Added umbrella concept search-marketing (organic SEO + paid PPC + affiliate; ops/strategy/measurement) framing the wiki as one continuum: traditional search marketing → ai-search-shift → generative-engine-optimization. Broadened the CLAUDE.md domain + synthesis (new “Scope: one continuum” section) + index (split AI-era vs traditional). Updated wikis.md domain/keywords. Dir name kept (ai-search-wiki, historical). Deleted the 3 _inbox records; the search-marketing-ops cluster is now resolved into this spoke.

[2026-06-03] rename | ai-search-wiki → search-marketing-wiki (human directive “Please rename”)

Renamed the spoke directory to match the broadened scope (now the whole search/SEO/PPC landscape, not just AI-search). Wikilinks are slug-based so they were unaffected; updated the CLAUDE.md title + header, index title, hub CLAUDE.md spoke list, and the wikis.md registry block header. Prior log entries above retain the historical ai-search-wiki name (append-only). Clean site rebuild + verify.

[2026-06-04] ingest | Why So Much SEO Work No Longer Drives Growth (Search Engine Land)

Hub-routed (Telegram). New source summary seo-no-longer-drives-growth (Article, url-only). Thesis: the traditional SEO deliverables (packaged keyword research, high-volume content, standalone on-page) have commoditized and no longer drive growth; teams must reallocate to five non-commoditizable capabilities — entity/brand building, original research, distribution & PR, AI-search visibility, analytical depth. In-house: senior strategists over production headcount; agencies: capability offerings over retainer deliverables.

New concept page seo-operating-model-shift (DefinedTerm) — the labor/org layer (what-work-by- whom) beneath the existing what-to-optimize-for visibility pages. Updated synthesis (new “operating-model consequence” section + a partial reconciliation of the optimize-vs-abandon fork: the five capabilities draw from both camps, so the choice is “drop commoditized production, keep the non-commoditizable work,” not optimize-vs-abandon) and search-marketing (added an operating-model section + cross-links). Index: new DefinedTerm + Article rows. Maps the MIT “65% automatable” finding (great-content-no-longer-works) onto org design. Caveat: SEO-trade op-ed, qualitative only (“18 months across our client base”). No fact contradictions — narrows an existing tension.

[2026-06-07] ingest | Google’s new guidance claims authority over SEO, tools, and AEO/GEO

Hub-routed (Telegram). New source summary google-guidance-seo-authority (NewsArticle, url-only; SEJ, Roger Montti). Google’s new Search Central guidance makes Google’s own docs the benchmark for SEO advice, claims AEO/GEO fall under its purview, warns third-party tools lack Google’s internal ranking data (“predictions … may not happen”), and steers practitioners to Google Search Console as the “first-party tool.” Author questions the motive (imminent algorithm change vs. canonicalizing authority).

New concept page answer-engine-optimization (DefinedTerm) — AEO, the near-synonym sibling of GEO the wiki was missing (the article foregrounds “AEO/GEO”). Updated generative-engine-optimization (new “contested ownership — the platform claims authority” section + AEO cross-link) and synthesis (new “platform asserts authority” section — opacity-from-the-source + inverted vendor-incentive caveat; two new open questions on definitional ownership). Index: new DefinedTerm (AEO) + Article (source) rows. Caveat: SEO-trade reportage of a Google stance; Google’s own canonical-authority/GSC-adoption incentive flagged.

[2026-06-09] ingest | Google says hyphenated domain names are okay for SEO

Hub-routed (Telegram, SEJ, Roger Montti). New source hyphenated-domains-seo (NewsArticle, url): John Mueller (Google) confirms on Bluesky that dashes in domains carry no SEO penalty (Google has indexed domains with up to 61 hyphens). Nuance: the only real cost is user perception (spammy/ typing/trust), not the algorithm — brands like mercedes-benz.com / coca-cola.com / e-verify.gov rank fine. Filed under traditional/technical SEO: updated search-marketing (new “technical-SEO myths” bullet + Related/date). Cross-linked to google-guidance-seo-authority as another instance of the “Google as SEO authority” thread. Index updated. No new concept page; no synthesis change (minor tactical fact). Caveat: staff-writer relay of an off-the-cuff social reply.

[2026-06-09] ingest | +2 foundations (E-E-A-T, llms.txt) — all-spokes cron test

Rich spoke, so a tight, non-padding pass adding two genuinely-absent first-party/standard pieces: e-e-a-t (DefinedTerm, src — Google’s Experience/Expertise/Authoritativeness/Trust quality framework; not a direct ranking factor; the Google-authored root of the brand-depth/credibility thesis) and llms-txt (DefinedTerm, src — proposed /llms.txt curated-markdown map for AI at inference time; the GEO counterpart to robots.txt/sitemaps). Both sharpen “is GEO just SEO rebranded?” — old credibility signals re-aimed (E-E-A-T) + genuinely new plumbing (llms.txt). 18 → 20 pages.

[2026-06-10] ingest | AI Overviews + Google Search Console — all-spokes pass (the product + the meter)

Two pages grounding the thesis’s most abstract points in concrete dated objects (spoke recently grown, so kept to 2). ai-overviews (DefinedTerm, url, Wikipedia) — Google’s Gemini-powered summaries atop results: the ai-search-shift as a product, on >48% of searches by March 2026 (from ~6.5%), ~67.1% desktop screen with a snippet — hard supply-side data under both the click-collapse (great-content-no-longer-works) and GEO-necessity threads; publisher lawsuits + Jan-2026 health restriction sharpen the opacity/platform-power theme. google-search-console (SoftwareApplication, url, Wikipedia) — Google’s first-party Search-performance tool: the meter behind “the only authoritative signal is the one Google exposes” (google-guidance-seo-authority says use GSC over third-party tools); but it reports Search, not AI-Overview/GEO consideration — pinning the measurement-gap open question to a specific tool (AI recommendation stays unmeasurable → unfalsifiable advice risk). Folded into synthesis (new “product and the meter” section) + index (DefinedTerm + new SoftwareApplication group). No contradictions — both deepen existing threads. 20 → 22 pages.

[2026-06-12] ingest | Pew Research — AI Overviews suppress clicks

All-spokes daily expansion. Added pew-ai-overviews-clicks (@type Report) — the wiki’s first neutral, non-trade/non-vendor data point, directly addressing the standing vendor-incentive caveat. Pew field study (n≈900 US adults sharing browsing data; 58% hit an AI summary in March 2025): AI-summary pages halve link clicks (8% vs 15%), only 1% click a link inside the summary, and 26% vs 16% session-ending. Independently corroborates the ai-overviews click-collapse / great-content-no-longer-works thread without trade incentive; tips the optimize-vs-abandon fork’s shared “click channel is collapsing” premise toward confirmed. Does NOT close the GEO-measurability gap (measures clicks lost, not model consideration). Updated synthesis (vendor-caveat + fork notes), index (new Report group). 1 new page.

[2026-06-15] ingest | Google Search Essentials — T1 ruleset anchors the platform-authority thesis

Quality cycle, T1-floor raise (the spoke was the most trade-press-heavy: T1 3 / T4 13). Added the canonical first-party ruleset as a source: google-search-essentials (TechArticle, T1) — Google’s three pillars (technical requirements + 16 named spam policies + best practices). Grounds two threads previously carried by SEO trade press: (a) the platform-authority thesis (google-guidance-seo-authority) now points at Google’s actual published benchmark, not commentary about it; (b) the AI-content thread — the scaled content abuse policy prohibits “using generative AI tools to generate many pages without adding value,” i.e. Google penalizes mass-produced rank-gaming, not AI per se — first-party grounding for ai-content-seo-visibility. Opacity theme reinforced from the source (“meeting the requirements doesn’t mean Google will crawl/index/serve”). Threaded into synthesis (Foundations section retitled; Source-base caveat T1 3→4). Quoted from the Search Essentials + Spam Policies pages. Found via direct fetch. Linked from synthesis + index (new TechArticle section). 1 new page.

[2026-06-16] ingest | Google Index Checker use cases (hub-routed, Telegram) — the measurable floor

Ingested the OfficeChai how-to “8 Google Index Checker Use Cases Beyond New Blog Posts” (T3, vendor- adjacent — built around promoting Rapid Index Checker). Created source summary google-index-checker-use-cases (Article) + a tool-neutral concept node search-indexation (DefinedTerm): whether a URL is in Google’s index at all. Gap-relevance: it pins a measurable floor under the recurring measurement-gap question — indexation is checkable (google-search-console‘s index-coverage report or third-party checkers), unlike AI consideration which isn’t. Wired both into google-search-console (index-coverage bullet + Related) and folded a sentence into synthesis distinguishing the verifiable traditional layer from the unmeasurable AI-recommendation layer. Lands on the traditional/operational side of the spoke (technical-SEO hygiene). Entity discovery: no new nodes — publisher OfficeChai and the named tool are too thin/promotional to page (evidence-only); google already exists cross-wiki (llm-providers-wiki). +2 pages.

[2026-06-17] ingest | Why Publishing More Content Is Making Your SEO Worse (SEJ / Shelby)

Routed in by the hub (clear AI-era search/SEO match; runner-up none). Created publishing-volume-hurts-seo (Article, T4, url-only): the “more pages = more chances” coverage logic inverts under AI retrieval — volume now hurts via semantic dilution, internal vector competition (pages “competing for embeddings, not just rankings”), crawl waste, and entity-coherence erosion; remedy is “publish with intent” / consolidate. Added two DefinedTerm nodes: authority-density (the metric that replaces page-count — “clarity, not volume”; supply-side mirror of brand-depth-ai-recommendations) and keyword-cannibalization (classic SEO self-competition, generalized to semantic/vector overlap — a traditional→AI-era bridge). Updated brand-depth-ai-recommendations (Related + a supply-side-mirror line) and synthesis (new “volume inverts — density beats coverage” thread under the brand-depth mechanism; lands optimize-the-channel on the central fork; tier audit T4 13→14). Entity discovery: no new nodes — spoke convention pages no columnist authors (0 Person nodes across ~15 sources) and no publisher nodes; kept Carolyn Shelby / CSHEL inline. Caveat: conceptual op-ed, zero quantitative evidence; harm + remedy unmeasured. +3 pages.