当用户想要进行关键词研究、寻找目标关键词或分析搜索意图时使用。也适用于用户提到“keyword research”“keyword tool”等关键词的情况。
Guides keyword research for SEO: finding target keywords, assessing difficulty, understanding search intent, and building topical maps. ~95% of keywords get fewer than 10 searches/month; low-volume, high-intent terms often yield faster rankings and conversion.
When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Check for project context first: If .claude/project-context.md or .cursor/project-context.md exists, read it for product, audience, and positioning.
Identify:
MethodPurposeUser perspectiveWhat pain points? What would they search? Customer language from product contextTool expansionRelated keywords, questions, suggestions; Google autocomplete, PAA, Related SearchesCompetitor reverseAnalyze competitor titles, H1, URL; identify topics they rank for; find gaps (#4–10 = opportunity) — see competitor-research****Google PAAPeople Also Ask and Related Searches; high-value signals from real user behaviorExtract from articleWhen auditing existing content: extract seed keywords from title, H1, H2s, meta keywords, first 100 words; then search "[primary keyword]" or "[primary keyword] related keywords" for opportunities; use "[primary keyword]" site:competitor.com if competitors known
Google autocomplete reflects real user searches; suggestions only appear if queries have actual traffic. Free; often uncovers low-volume long-tail that keyword tools miss. ~70% of search traffic is long-tail; lower competition, higher conversion.
Alphabet method (seed + space + letter):
keyword a, keyword b, ... keyword zSEO a -> "SEO audit," "SEO agency"; SEO b -> "SEO basics," "SEO best practices"Position variants (seed in different positions):
a keyword, b keyword (discover what users add before)keyword a, keyword b (most common; alphabet method)how to keyword a, best keyword for (question + modifier combos)Question modifiers:
how to keyword, what is keyword, why keyword, when to keyword, keyword vskeyword for beginners, keyword for small business, keyword withoutWhy it works: Keyword tools filter low-volume terms; autocomplete only shows queries with real traffic. Use with PAA and Related Searches for full coverage. Categorize results by intent (informational, commercial, transactional).
IntentContent typeExampleInformationalBlog, guide, FAQ"how to optimize sitemap"NavigationalBrand page"alignify login"CommercialComparison, review"SEO tools comparison"TransactionalProduct, pricing"best SEO tool pricing"
Modifier words (often signal intent):
IntentModifiersInformational"how," "what," "why," "guide," "tutorial"Commercial"best," "compare," "vs," "review," "top"Transactional"buy," "price," "cheap," "coupon," "free shipping"LocalLocation names
SERP check: Search the term—knowledge cards/Wiki → informational; product lists/reviews → commercial; brand sites → navigational. Broader terms often show mixed SERP. See serp-features for feature types.
MethodUseSERP overlapKeywords with overlapping top-ranking pages → same clusterSemanticGroup by meaning, LSI, related conceptsIntent-basedGroup by intent; separate pages if intent differs within cluster
Pillar–cluster (map keywords to structure):
FactorConsiderSearch volumeMonthly searches; ~100+/month typical floor; niche can relaxKeyword difficulty (KD)New sites target lower KDCPCHigher CPC often = stronger commercial intentSERP featuresFeatured Snippet, PAA, zero-click; SERP features can satisfy intent without click—affects real traffic; see serp-features (Zero-Click section), featured-snippet****Screening order1) Remove irrelevant 2) Filter very low volume 3) Assess achievability 4) Prioritize commercial/transactional
Test if positioning is clear enough for search:
Agent/Copilot products: Pure native Agent hard to grow via SEO; users rarely search "agent." Release related features first (e.g., CRM, sales bot for sales agent) to build traffic, then funnel to Agent product.
Keyword research serves both SEO and Google Ads. Align both channels to avoid duplication, cannibalization, and wasted spend.
Data flowUsekeyword-research → google-adsKeyword list, clusters, intent; support terms (login, forum, pricing) → negative keywords for PPCgoogle-ads → keyword-researchPPC conversion rate, Search Terms report → SEO priority; high-converting PPC terms = worth ranking organicallykeyword-research → landing-pageClusters → dedicated LP per intent; PAA questions → FAQ sections**GSC organic rank 4+**If you rank well organically, consider reducing/pausing PPC on those terms to avoid cannibalization
PPC data for SEO priority: SEO ROI ≈ (Organic clicks × PPC conversion rate × Customer value) − SEO cost. Use PPC conversion data to validate which keywords to pursue in organic.
Reference: Backlinko – SEO and PPC: 8 Smart Ways to Align
SourceUseAhrefsKeywords Explorer, Site ExplorerSEMrushKeyword Overview, Organic ResearchGSCSearch queries, impressions, clicksGATraffic by landing pagePostHogFeature/search usage
project-context.md if presentSectionContentExecutive SummaryPriorities (top 3)Keyword OverviewTotal keywords, primary intent, avg KD, content gaps countKeyword ListKeyword, volume, KD, intent, priority, target pageKeyword MappingPage/URL, target keywords, statusContent GapsKeywords competitors rank for that you don'tAction PlanPriority, action, impact, effortAppendixSearch intent reference (Informational, Commercial, Transactional, Navigational)