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Category: Marketing & GrowthNo API key required

seo-growth

Use for SEO audits, keyword research, schema markup, conversion optimization, and AI search visibility. Triggers on SEO, technical SEO, SEO audit, keyword research, schema markup, JSON-LD, structured data, meta tags, robots.txt, sitemap, Core Web Vitals, GA4, GTM, conversion tracking, CRO, landing page optimization, A/B test, AI SEO, GEO, AEO, LLMO, programmatic SEO, competitor pages, link building, backlinks, local SEO, Google Business Profile, e-commerce SEO, hreflang, international SEO, AI citation, GPTBot, PerplexityBot, ClaudeBot, content freshness, pricing page SEO, product launch SEO.

personAuthor: jakexiaohubgithub
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SEO & Growth

Route SEO, growth, and AI search optimization tasks to the correct reference. Read all relevant references before starting — most tasks span multiple domains.

Task Router

| Task | Reference | Key Actions | |------|-----------|-------------| | Site audit, technical SEO, on-page review | references/audit.md | Crawlability, indexation, Core Web Vitals, E-E-A-T | | AI search optimization (AEO/GEO/LLMO) | references/ai-seo.md | Content extractability, AI bot access, citation optimization | | GEO methods, schema markup, meta tags | references/geo.md | Princeton GEO methods, JSON-LD, platform-specific optimization | | Building SEO pages at scale | references/programmatic.md | 12 playbooks, template design, indexation strategy | | Competitor/alternative/vs pages | references/competitors.md | 4 page formats, centralized data, comparison tables | | Schema markup / structured data / JSON-LD | references/schema-markup.md | Organization, Product, Article, FAQ, Event, BreadcrumbList | | Analytics, GA4, GTM, conversion tracking | references/analytics.md | GA4 setup, event tracking, UTM strategy, conversion funnels | | CRO, landing page optimization, CTAs, A/B tests | references/conversion-optimization.md | 7-dimension framework, page-type strategies, 30+ test ideas | | Pricing page SEO, pricing comparison keywords | references/pricing-pages-seo.md | High-intent keywords, schema markup, pricing psychology | | Feature announcements, product launch SEO | references/launch-and-announcements.md | ORB framework, announcement checklist, 5-phase launch | | Link building, backlinks, HARO, digital PR | references/link-building.md | Backlink audit, 8 playbooks, velocity guidelines, disavow | | Local SEO, Google Business Profile, map pack | references/local-seo.md | GBP 40-field checklist, NAP consistency, LocalBusiness schema | | E-commerce SEO, faceted navigation, product schema | references/ecommerce-seo.md | Product page structure, facet handling, crawl budget | | International SEO, hreflang, multilingual | references/international-seo.md | Domain structure decision tree, hreflang syntax, localization | | AI citation monitoring, Perplexity, GEO tracking | references/ai-citation-monitoring.md | Monthly audit workflow, 7 tools, citation type tracking | | Content freshness, update strategy, evergreen refresh | references/freshness-strategy.md | Freshness signals, update spike protocol, content calendar |

Universal Principles

  • Traditional SEO: Technical health enables everything (crawlability > indexation > on-page > content > authority). One primary keyword per page, title/H1/URL aligned.
  • AI Search (GEO) builds on top of traditional SEO. Princeton GEO methods by impact: Cite sources (+40%), Statistics (+37%), Quotations (+30%), Authoritative tone (+25%), Clarity (+20%).
  • Content for AI citation: Lead with direct answer, 40-60 word passages, H2/H3 matching query phrasing, tables for comparisons, self-contained blocks.
  • AI Bot Access: Verify robots.txt allows GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, anthropic-ai, Google-Extended, Bingbot.
  • Schema Detection Warning: web_fetch/curl cannot reliably detect JSON-LD (often JS-injected). Use browser tool, Rich Results Test, or Screaming Frog.

Before Starting

If .claude/product-marketing-context.md exists, read it first. Then gather: site type, primary SEO goal, target keywords, top competitors, current state.

Common Mistakes

  • Reporting "no schema" from web_fetch (use browser/Rich Results Test)
  • Not checking robots.txt for AI bots (GPTBot, PerplexityBot, ClaudeBot)
  • Keyword stuffing (hurts AI visibility by 10%)
  • Thin programmatic pages (just variable swaps in identical content)
  • Biased competitor pages (AI and users penalize obvious bias)
  • Treating AI SEO as separate from traditional SEO (it's a layer on top)

Layer 3 Skills

  • analytics-posthog — PostHog analytics, event tracking, conversion funnels
  • browser-agent — Browser automation for SEO audits and testing