claude/skills/seo/SKILL.md

name	description	argument-hint	allowed-tools
seo	Full SEO + GEO audit and optimization for any web project. Runs the seo-analyzer (classical search — Google, Bing, DuckDuckGo) and geo-analyzer (AI search — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Copilot) IN PARALLEL, then consolidates their output into a unified SEO.md report. Covers: meta, OG, JSON-LD (classical + GEO-optimised schemas), sitemap, robots.txt (including AI crawlers), llms.txt, headings, alt attrs, canonicals, hreflang, Core Web Vitals, entity SEO (Wikidata, sameAs, Knowledge Panel), content shape for AI extraction, AI visibility monitoring. Trigger: "seo", "referencement", "optimize for search", "audit SEO", "meta tags", "structured data", "JSON-LD", "sitemap", "robots.txt", "Google ranking", "local SEO", "referencement local", "fiche Google", "AI search", "GEO", "llms.txt", "ChatGPT visibility", "Perplexity", "Google AI Overview". For GEO-only audit → use /geo. For code-only bugs → use /bugfix. For feature work → use /feat.	optional keywords/scope, e.g. "local SEO plombier 91 94 77" or "SaaS B2B content strategy"	Read Edit Write Bash Grep Glob Agent WebFetch WebSearch

/seo — parallel SEO + GEO dispatcher

This skill orchestrates TWO specialist agents running in parallel, then merges their output into a single SEO.md report. It is the main entry point for any SEO/GEO work on a web project.

STEP 0 — Collect shared context (ONCE)

Before spawning any agent, collect the context both agents need. This avoids asking the user the same questions twice.

Audit depth

Ask once:

AUDIT DEPTH — choose one:

  LOCAL  — Code-only analysis. No external calls.
           Covers: markup, meta, JSON-LD, sitemap, robots.txt,
           llms.txt, content shape audit, legal, security headers,
           schemas for AI, entity signals (code-observable).

  FULL   — LOCAL + live HTTP audit, Core Web Vitals (PageSpeed API),
           external presence (GMB, social, directories), AI visibility
           testing, competitor analysis, Wikidata / Knowledge Panel check.

Which depth? (LOCAL / FULL)

If $ARGUMENTS contains local/code-only/quick/rapide → default LOCAL. If $ARGUMENTS contains full/complet/externe/live → default FULL. If $ARGUMENTS contains a production URL → suggest FULL.

Business context (one grouped block)

Both depths:

1. Activity type (B2C local / B2B national / SaaS / e-commerce / service / content/media)
2. Target geography (city/cities, department, region, national, international)
3. Languages served (for i18n/hreflang)
4. Priority keywords and AI queries
5. Intervention mode: aggressive (apply fixes) / conservative (audit-only)?

FULL depth only: 6. Production URL 7. Google Business Profile URL (or "not yet") 8. Social media URLs 9. Known citations (PagesJaunes, Yelp, sector directories) 10. Known competitors 11. Known Wikidata QID / Knowledge Panel status (or "unknown") 12. Time budget for user actions post-audit

Skip questions already answered in $ARGUMENTS.

Plugin check (FULL only)

For FULL depth, verify WebFetch and WebSearch are available. They are declared in this skill's allowed-tools, so they should be. If the harness reports them missing, offer to downgrade to LOCAL or continue with gaps.

Store the collected context as a single block to pass to both agents.

File ownership (prevents parallel edit conflicts)

Running two agents in parallel on the same repo is safe for ANALYSIS (read-only). It would race-condition on fixes if both touched the same file. This matrix is authoritative — pass it to both agents in their dispatch prompts:

File / concern	Owner	Notes
robots.txt	geo-analyzer	Classical + AI bot directives consolidated here. seo-analyzer reads only.
sitemap.xml + image/video sitemaps	seo-analyzer
llms.txt / llms-full.txt	geo-analyzer
.htaccess (redirects, security headers, 404)	seo-analyzer
JSON-LD blocks (all schemas, all pages)	geo-analyzer	Owns structure + content. seo-analyzer flags NAP inconsistencies vs GMB, geo-analyzer reconciles.
Meta tags (title, description, OG, Twitter, canonical, robots meta)	seo-analyzer
Heading hierarchy (H1 presence/count, level skips)	seo-analyzer	Structure only.
H1/H2 content rewrite (Definition Lead, question-style)	geo-analyzer	Semantic rewrite for AI extraction. Batch G5 confirmation-gated.
TL;DR / summary blocks insertion	geo-analyzer
Legal pages (mentions légales, confidentialité, CGV)	seo-analyzer
CMP / cookie banner integration	seo-analyzer
Images (alt, width/height, compression, WebP/AVIF)	seo-analyzer
hreflang	seo-analyzer
Footer links (legal + service/city pages)	seo-analyzer
New city/service pages	seo-analyzer	Batch D confirmation.
Video transcripts	seo-analyzer (user action)

If either agent detects a finding in a file it doesn't own, it emits a "CROSS-AGENT NOTE" in its envelope; the dispatcher forwards it to the owning agent at merge time. No direct cross-agent fix.

STEP 1 — Spawn both agents IN PARALLEL

Issue both Agent tool calls in the same message (parallel tool calls). The harness runs them concurrently.

Agent(subagent_type="seo-analyzer")
prompt: """
Dispatched from /seo. Context:

AUDIT DEPTH: <LOCAL|FULL>
BUSINESS CONTEXT:
  Activity type: ...
  Geography: ...
  Languages: ...
  Priority keywords: ...
  Intervention mode: ...
  Production URL: ... (FULL only)
  GMB URL: ...
  Social URLs: ...
  Known citations: ...
  Known competitors: ...
  Time budget: ...

You are the classical-SEO half of a parallel SEO+GEO audit. Do NOT
audit GEO/AI signals (llms.txt, AI crawlers, QAPage/Speakable schemas,
entity SEO, content shape for AI, AI visibility) — the geo-analyzer
agent runs in parallel and owns those.

FILE OWNERSHIP (authoritative, prevents parallel-edit conflicts):
- YOU OWN (read+write): sitemap.xml, image/video sitemaps, .htaccess,
  meta tags (title, description, OG, Twitter, canonical, robots meta),
  heading structure (H1 count, level skips), legal pages, CMP, images
  (alt/dimensions/compression), hreflang, footer links, new city/service
  pages.
- YOU READ-ONLY: robots.txt (geo-analyzer owns), JSON-LD blocks
  (geo-analyzer owns structure; you flag NAP inconsistencies), llms.txt.
- CROSS-AGENT NOTES: if you find issues in files you don't own, emit
  them in your envelope under "CROSS-AGENT NOTES TO geo-analyzer:"
  — the dispatcher forwards.

Execute your agent spec at ~/.claude/agents/seo-analyzer.md starting
at STEP 2 (skip STEP 0 and STEP 1 — context is provided above).

At STEP 13, emit the STRUCTURED ENVELOPE for merging (not a
standalone SEO.md). Do NOT write any SEO.md file yourself — the
dispatcher will merge your output with geo-analyzer's output.
"""

Agent(subagent_type="geo-analyzer")
prompt: """
Dispatched from /seo. Context:

AUDIT DEPTH: <LOCAL|FULL>
BUSINESS CONTEXT:
  (same block as above)

You are the GEO/AI half of a parallel SEO+GEO audit. Do NOT audit
classical SEO signals (meta tags, Core Web Vitals, hreflang, image
compression, classical legal compliance) — the seo-analyzer agent
runs in parallel and owns those. Your focus is AI-engine retrieval:
llms.txt, AI crawlers in robots.txt, QAPage/Speakable/Person+Article
schemas, entity SEO (Wikidata, sameAs, Knowledge Panel), content
shape for LLM extraction, AI visibility testing.

FILE OWNERSHIP (authoritative, prevents parallel-edit conflicts):
- YOU OWN (read+write): robots.txt (all directives — classical + AI),
  llms.txt, llms-full.txt, JSON-LD blocks (all schemas, all pages),
  H1/H2 content rewrite for Definition Lead, TL;DR / summary blocks,
  content shape changes.
- YOU READ-ONLY: sitemap.xml, .htaccess, meta tags, heading structure
  (seo-analyzer owns structure), legal pages, images, hreflang.
- CROSS-AGENT NOTES: if you find issues in files you don't own, emit
  them in your envelope under "CROSS-AGENT NOTES TO seo-analyzer:"
  — the dispatcher forwards.

Execute your agent spec at ~/.claude/agents/geo-analyzer.md starting
at STEP 2 (skip STEP 0 and STEP 1 — context is provided above).

At STEP 14, emit the STRUCTURED ENVELOPE for merging (not a
standalone GEO.md). Do NOT write any GEO.md or SEO.md file yourself —
the dispatcher will merge your output with seo-analyzer's output.
"""

STEP 2 — Merge envelopes into SEO.md

Both agents return structured envelopes keyed by SEO.md section numbers. Consolidate them into a single SEO.md at project root (or docs/SEO.md if that convention exists).

Combined score calculation

Per user decision:

• Local B2C: GLOBAL = 0.80 × SEO_score + 0.20 × GEO_score
• SaaS / national / content: GLOBAL = 0.75 × SEO_score + 0.25 × GEO_score

Final SEO.md structure

# Audit SEO + GEO — <Project Name>

**Date** : <YYYY-MM-DD>
**Version** : v<N> (incremented on each run)
**Agents** : seo-analyzer + geo-analyzer (parallel)
**URL** : <production URL>
**Depth** : LOCAL | FULL
**Score SEO (classique)** : XX.X / 20
**Score GEO (IA)**        : XX.X / 20
**Score global pondéré**  : XX.X / 20 (<weights explained>)

---

## 0. Alertes majeures (conformité + risques SEO/GEO)
<Merged from both agents — legal blockers, catastrophic issues>

## 1. Notes globales (/20 par axe + pondérée)
<SEO scoring table from seo-analyzer + GEO scoring table from geo-analyzer + combined score>

## 2. Audit technique (HTTP, CWV, sécurité)
<From seo-analyzer>

## 3. Audit on-page (meta, headings, content, images, video, a11y, i18n)
<From seo-analyzer>

## 4. SEO local / NAP
<From seo-analyzer>

## 5. Présence externe (GMB, réseaux sociaux, citations)
<From seo-analyzer — FULL only>

## 6. Analyse concurrentielle
<From seo-analyzer — FULL only>

## 7. Optimisation GEO / IA
<From geo-analyzer — full dedicated section with sub-sections:>
### 7.1 AI crawlers policy
### 7.2 llms.txt / llms-full.txt
### 7.3 Schema.org pour extraction IA (QAPage, Speakable, Person, Article+author)
### 7.4 Entity SEO (Wikidata, @id, sameAs, Knowledge Panel)
### 7.5 Content shape pour extraction IA (Definition Lead, TL;DR, citations, fraîcheur)
### 7.6 Visibilité IA (tests — FULL only)

## 8. Plan d'action — QUICK WINS (< 7 jours)
<Merged from both agents — AUTO + USER, dedupe overlaps>

## 9. Plan d'action — MOYEN TERME (1-3 mois)
<Merged>

## 10. Plan d'action — LONG TERME (3-6 mois)
<Merged>

## 11. Actions utilisateur requises
<Merged — EVERY entry includes "Automatisation possible avec: <tools>"
 per ~/.claude/agents/resources/automation-catalog.md>

## 12. Recommandations gratuites (outils, méthodes, budget 0 EUR)
<Merged — GSC, PageSpeed, Schema validator, manual AI-visibility spreadsheet, etc.>

## 13. Synthèse 90 jours — objectifs réalistes
<Combined measurable targets: review count, ranking positions, traffic,
 AI mention rate, Wikidata presence>

## 14. Annexe — informations non-auditables automatiquement
<Merged — what couldn't be checked, why>

## 15. Log des modifications appliquées par les agents
<Merged change logs from both agents, grouped by batch>

---

## Historique
<Previous audit summaries preserved here>

Deduplication rules

Both agents may surface overlapping findings (e.g. JSON-LD presence, Legal compliance). Merge rule:

• Hard dedupe: identical finding text → keep one, credit both agents in a <sub>Detected by: seo-analyzer, geo-analyzer</sub> line
• Complementary findings: both agents see the same feature from different angles (classical ranking + AI extraction) → keep both, group under the same section
• Conflicting findings: rare — if one agent says "remove schema X" and the other says "keep schema X", flag explicitly in §0 and let the user decide

STEP 3 — Console summary

SEO + GEO AUDIT COMPLETE (parallel dispatch)
URL                        : <url>
FRAMEWORK                  : <name + rendering>
DEPTH                      : LOCAL | FULL

NOTE SEO (classique)       : XX.X / 20
NOTE GEO (IA)              : XX.X / 20
NOTE GLOBALE (pondérée)    : XX.X / 20

CHANGEMENTS APPLIQUES  (N) : voir SEO.md §15
ACTIONS UTILISATEUR    (N) : voir SEO.md §11 (avec automatisation)
CONFORMITÉ LÉGALE          : OK | <N> blockers → §0
ALERTES MAJEURES           : <short list>

PROCHAINE ÉTAPE            : <highest-priority immediate action>

Rules

• Parallel dispatch is mandatory. Both Agent calls MUST be in the same message so the harness runs them concurrently. Sequential dispatch doubles wall-clock time and is explicitly forbidden.
• Context collected once. STEP 0 runs before any agent call. Do not let either agent re-ask the user questions that STEP 0 already answered.
• Neither agent writes SEO.md. Only the dispatcher (this skill) writes the consolidated report. Agents return envelopes.
• Merge, don't overwrite. On re-run, previous SEO.md's Historique section is preserved. Current content moves to Historique with summary (date + score + key changes).
• Every user action has automation options. Per user CLAUDE.md, mandatory from automation-catalog.md.
• Scoring weights per user decision: GEO = 20% local B2C, 25% SaaS/national/content. Combined score formula is explicit in §1.