Research substrate (Exa)
Default: Exa, per .claude/rules/exa-protocol.md (auto-loaded for research, audit, competitor, ICP, AEO, content sourcing, sales prospecting work).
Primary Exa tools for this skill: web_search_exa.
Use case: local pack + competitor research.
Tool surface during the migration window:
- New plugin (preferred):
mcp__plugin_exa_exa__web_search_exa(afterclaude plugin i exa@claude-plugins-official). - Legacy MCP (still mounted):
mcp__exa__web_search_exa. - Both backends route to the same Exa API — they don't double-bill.
Citation: every Exa-derived claim uses [VERIFIED: exa_search, {url}, accessed {YYYY-MM-DD}] per .claude/rules/ontology.md.
Quality gate (research outputs): ≥3 sources per major claim, ≥50% [VERIFIED] confidence, date filter for any "recent / latest" claim, no fallback to WebSearch without flagging the data gap.
Worked examples + tool catalog: .claude/skills/meta-skills/exa/.
Local SEO audit
Orchestrator for local SEO audits of Google Business Profile listings. Routes to 4 dedicated sub-skills covering categories, reviews, content, and listing optimization. Based on the 8-prompt local SEO playbook adapted for Claude Code's MCP stack.
Sub-skills (dedicated)
| Skill | Path | Invoke | Use when |
|---|---|---|---|
| GBP category audit | gbp-category-audit/SKILL.md |
/gbp-category-audit |
Category + attribute gap analysis vs. competitors |
| GBP review strategy | gbp-review-strategy/SKILL.md |
/gbp-review-strategy |
Review teardown + response template system |
| GBP content engine | gbp-content-engine/SKILL.md |
/gbp-content-engine |
Posts calendar + photo upload plan |
| GBP listing optimization | gbp-listing-optimization/SKILL.md |
/gbp-listing-optimization |
Services section + description optimization |
Routing rule: If user requests a specific audit type, route to the dedicated sub-skill. Do NOT handle these directly — invoke the sub-skill instead.
Full audit mode
When user requests a "full local SEO audit" or "complete GBP audit", run all 4 sub-skills in this order (matches the recommended 4-week execution cadence):
Week 1: /gbp-category-audit → Fix foundation (categories + attributes)
Week 2: /gbp-listing-optimization → Optimize listing text (services + description)
Week 3: /gbp-review-strategy → Build review system (teardown + templates)
Week 4: /gbp-content-engine → Launch content engine (posts + photos)
After each sub-skill completes, present results and ask if user wants to continue to next phase.
Process Flowchart
Input validation → routing decision → (single sub-skill OR sequential 4-skill run) → scoring (full audit only) → Gate 1 review → chain suggestions. Full ASCII flowchart in the premium reference.
Claude Code Triggers
Invoke this skill when user says:
- "Local SEO audit for [business]"
- "GBP audit"
- "Google Business Profile audit"
- "Audit my Google listing"
- "Local search optimization"
- "Map pack analysis"
- "How do I rank locally?"
- "Local SEO score"
- "Compare my GBP to competitors"
Route to sub-skills instead:
- "Category audit" / "GBP categories" / "Attributes audit" → Use
/gbp-category-audit - "Review strategy" / "Review teardown" / "Review templates" → Use
/gbp-review-strategy - "GBP posts" / "Content calendar" / "Photo audit" → Use
/gbp-content-engine - "Services optimization" / "Description optimization" → Use
/gbp-listing-optimization
Do NOT invoke when:
- User wants website PM score (B2B SaaS) → Use
/website-pm-score - User wants AEO content → Use
/aeo-content - User wants programmatic SEO → Use
/programmatic-seo
Input Requirements
Required Inputs
| Input | Description | Source |
|---|---|---|
| Business name | Legal business name | User provides |
| Business GBP URL | Google Maps/Business link | User provides |
| Competitor GBP URLs | 2-3 top competitor listings | User provides or researched |
| Target keywords | 3+ search terms to rank for | User provides |
| Service areas | Neighborhoods/cities served | User provides |
Optional Inputs (improve quality)
| Input | How It Helps |
|---|---|
| Website URL | Cross-references services, enables listing-website alignment check |
| Core services list | Ensures services section covers all offerings |
| Current review count | Baseline for velocity calculations |
| Business address | NAP consistency checks |
Input Validation Checklist
Before proceeding, verify:
- GBP URL is accessible
- At least 2 competitor GBP URLs provided
- At least 3 target keywords specified
- Service areas defined
If inputs are missing: Ask for GBP URL first. Offer to research competitors via Exa/Firecrawl if user doesn't have competitor URLs.
Iteration Prompts
- "Want me to run a specific sub-audit in more depth?"
- "Should I create a 90-day execution roadmap from these findings?"
- "Want me to export this to Google Docs for the client?"
---
## Anti-Hallucination Guardrails
1. **Only score what was scraped.** If a GBP page didn't load, mark that audit as "incomplete" — don't infer.
2. **No invented review counts.** If review data can't be extracted, note "[UNAVAILABLE: could not scrape reviews]".
3. **Competitor data must be sourced.** Every competitor comparison needs the scraped data behind it.
4. **Impact estimates as ranges.** "Adding missing categories typically improves visibility by 10-30%" with [ESTIMATED] tag.
5. **GBP data is point-in-time.** Note the scrape date — listings change frequently.
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## Quality Checklist (Pre-Delivery)
- [ ] All 4 sub-audits completed (full mode) or selected audit completed
- [ ] Scoring rubric applied with evidence per category
- [ ] Top 5 actions identified with impact/effort ratings
- [ ] Executive summary written
- [ ] No invented data — all comparisons from scraped sources
- [ ] Export-ready markdown format
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## MCP Data Integration
Primary tools: Firecrawl (GBP page scraping, default), Exa (SERP map-pack analysis), Apify (structured Google Maps data, credit-gated). Fallback: WebFetch + WebSearch + user-provided screenshots. Full integration table in the premium reference.
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## Integration with Other Skills
### Upstream Skills (Provide Inputs)
| Skill | What It Provides | Required? |
|-------|------------------|-----------|
| **company-context** | Business details, service areas | Recommended |
### Downstream Skills (Consume Outputs)
| Skill | How It Uses Local SEO Audit |
|-------|----------------------------|
| **landing-page-copy** | Website improvements based on listing-site alignment |
| **aeo-content** | Local content optimized for AI search |
| **content-strategy** | Ongoing local content plan |
---