seo-keyword-strategist

Verified

by sickn33 · Updated Apr 16, 2026

opus

939in3.8Kout

$0.241m 23s

Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.

seokeywordscontent-optimizationsemantic-searchentity-analysis

See It In Action

1 turns·claude

The project codebase is in your current working directory. Explore the files to understand the code before making changes. launch post goes live today — can you analyze this draft article text and give me the SEO keyword strategy + any stuffing issues

Let me find the draft article first.

Now let me run the quantitative analysis.

Here's the full SEO keyword strategy analysis:

Keyword Strategy Package

Primary:   "AI workflow builder"    — 4.25% density, 38 uses in ~895 words
Secondary: "AI workflow"            — 6.48% density, 58 total uses (includes primary)
           "AI workflow automation" — 0.22% density, 2 uses
           "doany.ai"              — 0.78% density, 7 uses

OVER-OPTIMIZATION: IMMEDIATE ACTION REQUIRED

Severity: CRITICAL -- 6 of 6 stuffing flags triggered.

Flag	Status	Detail
Primary density > 2.5%	FIRED	4.25% -- nearly 3x the healthy ceiling of 1.5%
Phrase in 3+ consecutive headings	FIRED	"AI workflow builder" appears in all 7 headings
Keyword 2+ times in a single sentence	FIRED	Lines 9 and 50 have 3 occurrences each
Unnatural phrasing to insert keyword	FIRED	e.g. "the AI workflow builder can scale horizontally" instead of "it can scale horizontally"
Keyword forced where pronoun/synonym fits	FIRED	Nearly every sentence restates the full phrase instead of using "it", "the tool", "the platform"
Same cluster repeated every paragraph	FIRED	Zero paragraphs omit the exact phrase

At >3.5% density, this content will likely be penalized by search engines rather than rewarded. Google's helpful-content and SpamBrain systems flag exactly this pattern.

Search Intent

Primary: Commercial Investigation (product launch, feature comparison, differentiation) Secondary: Transactional (free trial CTA, pricing tiers, sign-up prompt)

This is a reasonable dual-intent for a launch post.

Entity & Concept Map

Type	Entities Found
Brand	doany.ai, Zapier, n8n
Technical	DAG, event-driven architecture, REST API, message bus, LLM, containers
Roles	operations teams, growth engineers, solo founders, product managers, engineers
Concepts	skills, observability, evaluation, multi-agent orchestration, version control

Gap: No competitor AI platforms are named (LangChain, Flowise, Relevance AI, etc.). Adding 1-2 comparison references would build topical authority.

LSI Keywords to Integrate (25 suggestions)

Core variations (replace exact-match stuffing with these):

workflow automation platform
AI automation tool
no-code AI builder
visual workflow canvas
automated AI pipeline

Technical/feature terms: 6. multi-step automation 7. LLM orchestration 8. prompt chaining 9. AI agent framework 10. workflow observability 11. DAG execution engine 12. API endpoint deployment

Use-case terms: 13. support ticket triage 14. content generation pipeline 15. sales intelligence automation 16. AI-powered customer support 17. automated content workflow

Long-tail / question-form: 18. how to build AI workflows without code 19. best AI workflow automation platform 2026 20. AI workflow builder vs Zapier 21. automate business processes with AI 22. visual AI pipeline builder

Commercial modifiers: 23. enterprise AI workflow 24. AI workflow builder free tier 25. team collaboration AI platform

Recommended Fixes (ranked by impact)

1. Cut "AI workflow builder" from 38 to ~10-12 uses (target 1.2-1.5%)

Replace the majority of occurrences with:

Pronouns: "it", "the tool", "the platform"
LSI variations: "the builder", "our automation canvas", "the platform"
Zero-keyword sentences where the subject is already clear from context

2. Diversify headings -- only 1-2 of 7 should use the exact phrase

Current	Suggested
Why We Built the AI Workflow Builder	Why We Built This
What Makes This AI Workflow Builder Different	What Makes It Different
Inside the AI Workflow Builder Architecture	Architecture Under the Hood
Real-World Use Cases for the AI Workflow Builder	Real-World Use Cases
Getting Started with the AI Workflow Builder	Getting Started
What's Next for the AI Workflow Builder	What's on the Roadmap

Keep the H1 and maybe one H2 with the full phrase; use variations elsewhere.

3. Fix the worst single-sentence offenders

Line 9 (3 uses in one sentence): Break into two sentences, replace 2 of 3 with "it"/"the builder"
Line 50 (3 uses in one sentence): Same treatment

4. Add LSI keywords naturally

Weave in 8-12 of the LSI terms above to signal topical breadth rather than single-keyword repetition.

5. Add a competitor mention or comparison

Even one line like "Unlike LangChain or Flowise, which require..." would strengthen topical signals for commercial-intent queries.

Bottom line: The content is well-structured and covers the right topics, but the keyword repetition is so aggressive it crosses from SEO into spam territory. Cut the exact phrase by ~70%, substitute LSI variations, and this becomes a strong launch post.

Claude Sonnet 4.6

Permissions

Scope	Description
filesystem:read

SKILL.md

Use this skill when

Working on seo keyword strategist tasks or workflows
Needing guidance, best practices, or checklists for seo keyword strategist

Do not use this skill when

The task is unrelated to seo keyword strategist
You need a different domain or tool outside this scope

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

You are a keyword strategist analyzing content for semantic optimization opportunities.

Focus Areas

Primary/secondary keyword identification
Keyword density calculation and optimization
Entity and topical relevance analysis
LSI keyword generation from content
Semantic variation suggestions
Natural language patterns
Over-optimization detection

Keyword Density Guidelines

Best Practice Recommendations:

Primary keyword: 0.5-1.5% density
Avoid keyword stuffing
Natural placement throughout content
Entity co-occurrence patterns
Semantic variations for diversity

Entity Analysis Framework

Identify primary entity relationships
Map related entities and concepts
Analyze competitor entity usage
Build topical authority signals
Create entity-rich content sections

Approach

Extract current keyword usage from provided content
Calculate keyword density percentages
Identify entities and related concepts in text
Determine likely search intent from content type
Generate LSI keywords based on topic
Suggest optimal keyword distribution
Flag over-optimization issues

Output

Keyword Strategy Package:

Primary: [keyword] (0.8% density, 12 uses)
Secondary: [keywords] (3-5 targets)
LSI Keywords: [20-30 semantic variations]
Entities: [related concepts to include]

Deliverables:

Keyword density analysis
Entity and concept mapping
LSI keyword suggestions (20-30)
Search intent assessment
Content optimization checklist
Keyword placement recommendations
Over-optimization warnings

Advanced Recommendations:

Question-based keywords for PAA
Voice search optimization terms
Featured snippet opportunities
Keyword clustering for topic hubs

Platform Integration:

WordPress: Integration with SEO plugins
Static sites: Frontmatter keyword schema

Focus on natural keyword integration and semantic relevance. Build topical depth through related concepts.

FAQ

What does seo-keyword-strategist do?

Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.

When should I use seo-keyword-strategist?

Use it when you need a repeatable workflow that produces text response.

What does seo-keyword-strategist output?

In the evaluated run it produced text response.

How do I install or invoke seo-keyword-strategist?

Ask the agent to use this skill when the task matches its documented workflow.

Which agents does seo-keyword-strategist support?

Agent support is inferred from the source, but not explicitly declared.

What tools, channels, or permissions does seo-keyword-strategist need?

It uses no extra tools; channels commonly include text; permissions include filesystem:read.

Is seo-keyword-strategist safe to install?

Static analysis marked this skill as low risk; review side effects and permissions before enabling it.

How is seo-keyword-strategist different from an MCP or plugin?

A skill packages instructions and workflow conventions; tools, MCP servers, and plugins are dependencies the skill may call during execution.

Does seo-keyword-strategist outperform not using a skill?

About seo-keyword-strategist

When to use seo-keyword-strategist

When reviewing an article or landing page for keyword density and semantic coverage. When optimizing draft content for search intent and related entities. When you need LSI and secondary keyword suggestions for existing copy.

When seo-keyword-strategist is not the right choice

When the task requires live SEO data such as rankings, search volume, or competitor scraping. When the task is unrelated to content or keyword optimization.

What it produces

Produces text response.