SEO Ranker
Performs end-to-end SEO audit and on-page optimization by analyzing live SERP, competitor content, backlink data, and generating actionable rewrite guidance.
Description
name: seo-ranker description: Meta-skill for end-to-end SEO auditing and on-page optimization by orchestrating brave-search, summarize, api-gateway, and markdown-converter. Use when users want to understand why a page is not ranking for a target keyword and need concrete rewrite actions plus backlink intelligence. homepage: https://clawhub.ai user-invocable: true disable-model-invocation: false metadata: {"openclaw":{"emoji":"📈","requires":{"bins":["node","npx","summarize","uvx"],"env":["BRAVE_API_KEY","MATON_API_KEY","OPENAI_API_KEY","ANTHROPIC_API_KEY","XAI_API_KEY","GEMINI_API_KEY"],"config":[]},"note":"Requires local installation of brave-search, summarize, api-gateway, and markdown-converter. At least one summarize model API key must be present."}}
Purpose
Run a complete SEO ranking diagnosis and optimization pipeline:
- inspect live SERP competition,
- compare competitor content structure with user content,
- enrich with difficulty/backlink data when API access exists,
- produce concrete rewrite guidance and an optimized Markdown draft.
This is an orchestration skill. It does not replace upstream tools.
Required Installed Skills
brave-search(inspected latest:1.0.1)summarize(inspected latest:1.0.0)api-gateway(inspected latest:1.0.29)markdown-converter(inspected latest:1.0.0)
Install/update:
npx -y clawhub@latest install brave-search
npx -y clawhub@latest install summarize
npx -y clawhub@latest install api-gateway
npx -y clawhub@latest install markdown-converter
npx -y clawhub@latest update --all
Verify:
npx -y clawhub@latest list
Required Credentials
BRAVE_API_KEY(forbrave-search)MATON_API_KEY(forapi-gateway)- One summarize model key:
OPENAI_API_KEY, orANTHROPIC_API_KEY, orXAI_API_KEY, orGEMINI_API_KEY
Optional:
FIRECRAWL_API_KEY(for difficult page extraction via summarize)APIFY_API_TOKEN(for YouTube fallback in summarize)
Preflight:
echo "$BRAVE_API_KEY" | wc -c
echo "$MATON_API_KEY" | wc -c
echo "$OPENAI_API_KEY$ANTHROPIC_API_KEY$XAI_API_KEY$GEMINI_API_KEY" | wc -c
Mandatory behavior:
- Never fail silently on missing keys.
- Always return a
MissingAPIKeyssection with missing variables and blocked stages. - Continue with non-blocked stages and clearly mark output as
Partialwhen necessary.
Inputs the LM Must Collect First
target_urltarget_keyword(example:AI tools)region_locale(country/language for SERP interpretation)content_source(URL fetch, pasted text, or file path)content_type(blog,category page,product page,landing page)business_goal(traffic,leads,sales)rewrite_scope(light,moderate,full)data_provider_preference(semrush,ahrefs,gsc-only,none)
Do not run rewrite before keyword intent and content goal are explicit.
Tool Responsibilities
brave-search
Use for live SERP reconnaissance:
- fetch top results for the target keyword,
- identify top competitors and search intent patterns,
- collect candidate URLs for deeper analysis.
Operational constraints from inspected skill:
- requires
BRAVE_API_KEY - supports content extraction with
--content
summarize
Use for structured competitor content analysis:
- summarize each top URL,
- extract heading structure (H1-H4), topic coverage, entity frequency,
- estimate content depth and rhetorical style differences.
Operational constraints from inspected skill:
- requires one supported model API key
- can use
--extract-only,--json, and length controls
api-gateway
Use for external SEO data APIs only when active connections exist:
- keyword difficulty,
- backlink domains,
- competitor link intersections,
- search performance enrichments.
Operational constraints from inspected skill:
- requires
MATON_API_KEY - also requires active OAuth/connection per app (
ctrl.maton.aiconnection lifecycle) - API key alone does not grant third-party data access
Important capability note:
- In the inspected
api-gatewayservice list,semrushandahrefsare not listed as native app names. - Use direct Semrush/Ahrefs integration only if user already has a working gateway connection path for those providers.
- Otherwise fall back to available SEO apps (for example
google-search-console) and manual competitor-link extraction.
markdown-converter
Use to normalize the user's own content into editable Markdown:
- convert input documents/files to Markdown (
uvx markitdown ...), - preserve headings/lists/tables for deterministic rewriting.
Canonical Causal Signal Chain
Input Stage
- user provides URL + target keyword (+ content source if needed).
SERP Audit Stage (brave-search)
- pull live SERP and identify top 3 competitors.
- detect intent class (informational/commercial/transactional).
Competitor Content Stage (summarize)
- analyze top competitor URLs for:
- heading hierarchy,
- topical breadth and entities,
- use of statistics/evidence,
- sentence complexity and content length.
Data Gate Stage (api-gateway)
- check whether provider data can be retrieved.
- if keyword difficulty/backlink data is unavailable, ask user for credentials/connection and continue with fallback path.
Required user-facing gate message format:
DataGateStatus: available / blockedReason: missing key, missing connection, or provider unsupportedAction: exact next step and link(s)
As of February 14, 2026:
- Semrush advertises mainly 7-day toolkit trials on official pages.
- Semrush 14-day trial language is mainly associated with some add-ons or partner offers.
When user requests a 14-day Semrush trial:
- Ask for their preferred affiliate/referral URL first.
- If none is provided, share official Semrush trial entry page:
https://www.semrush.com/sem/. - Optionally share Ahrefs free path for verified sites:
https://ahrefs.com/webmaster-tools.
Optimization Stage (LLM rewrite)
- rewrite user content for intent-match and topical completeness,
- add natural related terms (LSI-style concept coverage),
- improve title tag and meta description,
- tighten heading structure and internal linking opportunities.
Output Stage
- deliver optimized Markdown,
- deliver prioritized action list,
- deliver at least 5 backlink source opportunities (with confidence labels).
Rewrite Policy
- Preserve factual integrity (do not invent statistics or case studies).
- Prefer semantic coverage over keyword stuffing.
- Keep keyword usage natural and intent-aligned.
- Add scannable structure (clear H2/H3, concise paragraphs, actionable bullets).
Output Contract
Always return:
-
SERPFindings- top competitors
- observed intent pattern
- structural/content gaps versus user page
-
DataGateStatus- provider requested
- key/connection status
- fallback mode selected
-
OptimizedMarkdown- full rewritten document
- revised title and meta description
-
BacklinkOpportunities- 5 sources/domains used by competitors or high-fit alternatives
- rationale per source
- confidence (
high|medium|low)
-
NextActions- concrete implementation checklist (ordered)
Quality Gates
Before final output, validate:
- top competitor set is from live SERP, not memory
- rewrite aligns with detected intent
- no fabricated citations or fabricated backlink claims
- keyword placement is natural (no spam repetition)
- missing data dependencies are explicitly disclosed
If any gate fails, return Needs Revision with exact missing evidence.
Failure Handling
- Missing
BRAVE_API_KEY: returnMissingAPIKeys, skip SERP stage, and request user-provided competitor URLs. - Missing summarize model key: return
MissingAPIKeys, skip summarize stage, and provide structure-only audit from available snippets. - Missing
MATON_API_KEY: returnMissingAPIKeys, skip API-gateway enrichment, continue with on-page-only optimization. - Missing app connection in api-gateway (400): keep pipeline running in fallback mode and return exact connection setup steps.
- Unsupported provider path (for example no Semrush/Ahrefs app connection): disclose limitation and fall back to GSC/manual mode.
Guardrails
- Never claim guaranteed rankings.
- Never represent fallback estimates as provider-verified metrics.
- Never hide dependency failures.
- Keep recommendations specific, measurable, and tied to observed SERP gaps.
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