Growth-SEO Core
Shared model for the growth-seo cluster. Research, content, architecture, and audit spokes all
depend on these interlocking ideas — keep them consistent here so no spoke contradicts another.
1. The defining decision: search intent → page
Every SEO task reduces to one question: what query does this page serve, and what does the
searcher actually want? Get this right and ranking, structure, schema, and AI visibility follow;
get it wrong and no amount of optimization saves the page.
Demand (a query) ──has──> Intent ──determines──> Content type ──filled by──> ONE page ──earns──> Visibility
- Intent — the job behind the query. Four classic types (below). Misreading intent is the #1 cause of "good content that won't rank." →
searchintentautomation, google-official-seo-guide
- One primary query per page — each URL targets one primary query (+ a tight cluster of variants). Two pages chasing the same query = keyword cannibalization; merge or differentiate. →
seo-content-brief, site-architecture
- Content type follows intent — the SERP tells you the expected format; match it or lose. → matrix below.
Rule: name the query and its intent before writing, building, or auditing a page.
2. Intent → content-type matrix
| Intent |
Searcher wants |
Right page type |
Primary spoke |
| Informational |
to learn / an answer |
guide, how-to, definition, FAQ |
seo-content-brief, ai-seo |
| Commercial |
to compare before buying |
comparison, "best X", review, alternatives |
programmatic-seo, seo-content-brief |
| Transactional |
to act / buy now |
product, pricing, signup, location page |
programmatic-seo, site-architecture |
| Navigational |
a specific site/brand |
home, brand, login, docs landing |
site-architecture |
Mismatch examples to avoid: a sales page targeting an informational query; a thin definition page
targeting a transactional one. The SERP's current results are the ground truth for type.
3. The quality / E-E-A-T bar
Rankings are earned, not manipulated. Google rewards Experience, Expertise, Authoritativeness,
Trustworthiness. → google-official-seo-guide, seo-audit
- Each page must add value a searcher can't get from the SERP snippet alone.
- Programmatic pages must clear the same bar per URL — real data, unique value, never thin
doorway pages at scale. →
programmatic-seo
- Trust signals (structure, schema, internal links, accurate sources) compound authority. →
schema-markup, site-architecture
4. Technical foundation
Intent and quality only pay off if Google (and AI crawlers) can reach and understand the page.
- Crawl → index → rank is the pipeline; a page that isn't indexed can't rank. →
seo-audit, google-official-seo-guide
- Core Web Vitals and on-page hygiene (titles, meta, headings, canonicals) are table stakes. →
seo-audit
- Structured data (JSON-LD) makes content machine-readable and unlocks rich results. →
schema-markup
- Site architecture (URL structure, hierarchy, internal linking) distributes authority and signals topical relevance. →
site-architecture
5. AI search is downstream, not separate
AEO / GEO / LLMO (getting cited in AI Overviews, ChatGPT, Perplexity) runs on the same
intent + E-E-A-T + structure foundation — clear answers, quotable structure, schema, authority.
It is an extension of good SEO, not a parallel trick. → ai-seo
6. The funnel pipeline (how the spokes chain)
understand → research intent → brief → architect → produce/enrich → optimize
google-…guide searchintent… seo-content-brief site-architecture schema-markup / programmatic-seo seo-audit / ai-seo
7. Shared guardrails
- Intent before output: name the query + intent before producing any page.
- One primary query per page: avoid cannibalization; merge or differentiate competitors.
- Match type to intent: let the live SERP decide the format.
- Earn, don't manipulate: genuine E-E-A-T; no thin pages, cloaking, or doorway pages — even at scale.
- Index-able first: crawlable, fast, structured; an unindexed page can't rank.
- AI visibility = SEO done well: same foundation, not a separate hack.
- State any change that affects what a URL targets or how it's crawled/indexed.
1---2name: growth-seo-core3description: Shared reference for the growth-seo cluster: the search-intent model every task turns on, the one-query-per-page contract, the intent→content-type matrix, the E-E-A-T/quality bar, and the funnel pipeline. USE WHEN mapping keywords to pages, judging whether content will rank, planning programmatic pages, or deciding informational vs commercial vs transactional treatment.4---56# Growth-SEO Core78Shared model for the `growth-seo` cluster. Research, content, architecture, and audit spokes all9depend on these interlocking ideas — keep them consistent here so no spoke contradicts another.1011## 1. The defining decision: search intent → page1213Every SEO task reduces to one question: **what query does this page serve, and what does the14searcher actually want?** Get this right and ranking, structure, schema, and AI visibility follow;15get it wrong and no amount of optimization saves the page.1617```18Demand (a query) ──has──> Intent ──determines──> Content type ──filled by──> ONE page ──earns──> Visibility19```2021- **Intent** — the job behind the query. Four classic types (below). Misreading intent is the #1 cause of "good content that won't rank." → `searchintentautomation`, `google-official-seo-guide`22- **One primary query per page** — each URL targets one primary query (+ a tight cluster of variants). Two pages chasing the same query = **keyword cannibalization**; merge or differentiate. → `seo-content-brief`, `site-architecture`23- **Content type follows intent** — the SERP tells you the expected format; match it or lose. → matrix below.2425**Rule:** name the query and its intent **before** writing, building, or auditing a page.2627## 2. Intent → content-type matrix2829| Intent | Searcher wants | Right page type | Primary spoke |30|---|---|---|---|31| **Informational** | to learn / an answer | guide, how-to, definition, FAQ | `seo-content-brief`, `ai-seo` |32| **Commercial** | to compare before buying | comparison, "best X", review, alternatives | `programmatic-seo`, `seo-content-brief` |33| **Transactional** | to act / buy now | product, pricing, signup, location page | `programmatic-seo`, `site-architecture` |34| **Navigational** | a specific site/brand | home, brand, login, docs landing | `site-architecture` |3536Mismatch examples to avoid: a sales page targeting an informational query; a thin definition page37targeting a transactional one. The SERP's current results are the ground truth for type.3839## 3. The quality / E-E-A-T bar4041Rankings are earned, not manipulated. Google rewards **Experience, Expertise, Authoritativeness,42Trustworthiness**. → `google-official-seo-guide`, `seo-audit`4344- Each page must add value a searcher can't get from the SERP snippet alone.45- **Programmatic pages** must clear the same bar *per URL* — real data, unique value, never thin46 doorway pages at scale. → `programmatic-seo`47- Trust signals (structure, schema, internal links, accurate sources) compound authority. → `schema-markup`, `site-architecture`4849## 4. Technical foundation5051Intent and quality only pay off if Google (and AI crawlers) can reach and understand the page.5253- **Crawl → index → rank** is the pipeline; a page that isn't indexed can't rank. → `seo-audit`, `google-official-seo-guide`54- **Core Web Vitals** and on-page hygiene (titles, meta, headings, canonicals) are table stakes. → `seo-audit`55- **Structured data** (JSON-LD) makes content machine-readable and unlocks rich results. → `schema-markup`56- **Site architecture** (URL structure, hierarchy, internal linking) distributes authority and signals topical relevance. → `site-architecture`5758## 5. AI search is downstream, not separate5960AEO / GEO / LLMO (getting cited in AI Overviews, ChatGPT, Perplexity) runs on the **same**61intent + E-E-A-T + structure foundation — clear answers, quotable structure, schema, authority.62It is an extension of good SEO, not a parallel trick. → `ai-seo`6364## 6. The funnel pipeline (how the spokes chain)6566```67understand → research intent → brief → architect → produce/enrich → optimize68google-…guide searchintent… seo-content-brief site-architecture schema-markup / programmatic-seo seo-audit / ai-seo69```7071## 7. Shared guardrails7273- **Intent before output**: name the query + intent before producing any page.74- **One primary query per page**: avoid cannibalization; merge or differentiate competitors.75- **Match type to intent**: let the live SERP decide the format.76- **Earn, don't manipulate**: genuine E-E-A-T; no thin pages, cloaking, or doorway pages — even at scale.77- **Index-able first**: crawlable, fast, structured; an unindexed page can't rank.78- **AI visibility = SEO done well**: same foundation, not a separate hack.79- State any change that affects what a URL targets or how it's crawled/indexed.
Sheshiyer