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SEO Content Engine

Publish in clusters that compound, not singles that decay.

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Read the skill at https://ai-skills-vault.pages.dev/skills/seo-content-engine.md and install it as a skill in your agent. Follow it exactly, including its checklists. Then ask me the questions it requires and do the work.

Publish in clusters, not in singles. One well-linked cluster of 8 pages outranks 8 unrelated posts every time.

When to use this skill

Stage 1 - Seed and intent map

Start with 5-10 seed topics from the business's actual offering, not from imagination. For each seed, expand with: people also ask, autocomplete, related searches, competitor headings, and forum language (Reddit/Quora phrasing).

Then classify every keyword into one of four intents:

IntentQuery shapePage type
Informationalhow, what, why, guideArticle / tutorial
Commercialbest, vs, review, alternativesComparison / listicle
Transactionalbuy, price, download, near meProduct / service page
Navigationalbrand, login, docsDocs / support

Rule: never target two different intents on one page. It splits relevance and ranks for neither.

Stage 2 - Cluster into a hub-and-spoke model

Cluster record for each page:

id | primary_kw | volume | difficulty | intent | url | parent | status | last_updated

Stage 3 - SERP-informed outline

Before writing, read the top 5 results for the primary keyword and record:

  1. Which subtopics all 5 cover (table stakes - you must cover them).
  2. What none of them cover well (your opening).
  3. The dominant format (listicle, tutorial, comparison table) - match the format, beat the depth.
  4. Questions in People Also Ask - each becomes an H2 or FAQ entry.
  5. Freshness signals - are results from this year? If yes, include current-year data.

An outline that ignores the SERP is a guess. An outline that copies it is a rewrite. Match the skeleton, add a section nobody has.

Stage 4 - Writing rules

Stage 5 - On-page technical checklist

Stage 6 - Schema examples

{"@context":"https://schema.org","@type":"Article",
 "headline":"...","datePublished":"2026-11-15","dateModified":"2026-11-15",
 "author":{"@type":"Person","name":"...","url":"..."},
 "publisher":{"@type":"Organization","name":"..."}}

Only mark up what is visibly on the page. Fake FAQ schema is a manual-action risk.

Stage 7 - Internal linking engine

  1. Every new page links up to its pillar and sideways to 2 siblings - on publish, not later.
  2. Every pillar links down to all its spokes within the first 800 words.
  3. Update the 2 most relevant existing pages to link to the new one. This is the step everyone skips and it is worth the most.
  4. Anchor text should describe the target page's topic, varied across links.
  5. Cap links per 1,000 words at ~10 internal. More dilutes.

Stage 8 - Refresh loop (where compounding happens)

Monthly, sort pages by impressions (from Search Console) and check position:

PositionAction
4-10 with decent impressionsHighest ROI. Expand depth, add a section, improve title, add internal links
11-20Add a missing subtopic from the SERP, add original data, earn 2-3 links
1-3Protect: refresh stats, update dates, add internal links from new posts
FallingCheck for cannibalisation, merge or redirect
Zero impressions after 90 daysWrong intent or no authority - rewrite or delete

Track last_updated on every page. Content that never updates decays.

Stage 9 - Measurement

Report per cluster, not per post: total impressions, clicks, average position, and conversions attributed to the cluster. A cluster of 10 pages at position 5 can be worth more than one page at position 1 - optimise the cluster's aggregate.

Failure modes

SymptomCauseFix
Ranks then dropsThin content, no internal linksExpand to cover the SERP subtopics, add links
Two pages competeIntent overlapMerge, redirect, or re-scope one to a different intent
Traffic but no conversionsInformational page with no next stepAdd a contextual CTA matching the reader's stage
No rankings at allNo authority / no linksBuild linkable assets: original data, tools, templates
AI search cites competitorsVague, undated, unattributed claimsAdd specifics, dates, named sources, structured answers

Copy-ready agent prompt

Read the skill at the URL above. I will give you a business and a niche. Build a hub-and-spoke cluster: one pillar plus 8 spokes, each with primary keyword, intent, volume estimate, and a SERP-informed outline. Then write the pillar in full with tables, an FAQ block, internal links to the spokes, schema JSON-LD, and meta tags. Flag anything you could not verify instead of inventing numbers.
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