AGENT SKILLBY CALM-NORTH
Find keywords
AT A GLANCE
Find keywords is an SEO skill for AI agents. Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding. It is published by calm-north in the calm-north/seojuice-skills GitHub repository (14 stars) under the MIT license. Install it with: npx skills add calm-north/seojuice-skills --skill find-keywords
- SOURCE REPOSITORY
- calm-north/seojuice-skills (opens GitHub in a new tab)
- REPO STARS
- SOURCE REPOSITORY
- LICENSE
- MIT
- CATEGORIES
- SKILL.MD SIZE
- 7.7 KB195 LINES
QUICK ANSWER
- WHAT IT IS01
- Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding. It stands out by giving find keywords a defined shape, so the agent asks for better context and returns a more usable result.
- INPUTS02
- Context the agent needs: your goals, audience, constraints, and any source material the skill asks for.
- OUTPUT03
- A ready-to-use result: the analysis, copy, or recommendations the agent produces.
INSTALL
One command adds this skill from its source repository.
npx skills add calm-north/seojuice-skills --skill find-keywordsREAD THE SKILL.MD BELOW BEFORE YOU RUN IT. SKILLS INSTRUCT YOUR AGENT.
SKILL.MD
The full file, as published in the source repository. Copy it, download it or open it on GitHub.
ON THIS PAGE · 19
Find Keywords#
Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding.
Before You Start#
Gather this context (ask if not provided):
- Domain and goal. What site is this for? What is the primary conversion (leads, sign-ups, sales, traffic)?
- Seed topic. The core subject area — not a single keyword but the business category (e.g., "project management software", "personal injury law Chicago").
- Existing rankings. Does the site already rank for terms in this area? Existing rankings tell you where to defend vs. expand.
- Constraints. Budget, team size, content velocity — these determine whether to chase head terms or focus on long-tail.
Step 0: Cannibalization Screen#
Before building a new keyword list, check what the site already targets. Creating a new page for a keyword you already rank for can split authority and hurt both pages.
For each keyword you're considering:
- Search
site:yourdomain.com [keyword]— does an existing page already target this term? - Check Google Search Console — is an existing page already getting impressions for this keyword?
- If yes: update the existing page instead of creating a new one.
- If multiple pages rank for the same keyword: you have a cannibalization problem. Consolidate before expanding.
Low-Hanging Fruit Check#
Before chasing new keywords, look for existing wins:
- Positions 11-20 — You're almost on page 1. These keywords need content improvements or better internal linking, not new pages.
- High impressions, low clicks — Title/meta description optimization can unlock traffic without new content.
- Declining positions — Keywords where you're losing ground may need content refreshes (see recover-content).
Address these before building net-new keyword lists.
Keyword Universe Construction#
Build the universe in three tiers:
Tier 1 — Head Terms (high volume, high difficulty)#
- Typically 1-2 words
- Define the category
- Target with pillar pages or the homepage
- Realistic timeline: 6-18 months for new sites
Tier 2 — Body Terms (medium volume, medium difficulty)#
- Typically 2-3 words, specific enough to indicate intent
- Target with dedicated landing pages or cluster articles
- 3-6 month window for established sites
Tier 3 — Long-tail Terms (lower volume, low difficulty)#
- 3+ words, specific intent
- Fastest to rank, highest conversion rate
- Target with blog posts, FAQ sections, supporting content
- 4-12 week window for fresh content
For each tier, produce:
| Keyword | Monthly Volume | Difficulty (0-100) | Intent | Tier | Priority |
|---|---|---|---|---|---|
| ... | ... | ... | informational / transactional / navigational / commercial | 1/2/3 | high / medium / low |
Intent Classification#
Classify every keyword by search intent and sub-category:
Informational (user wants to learn)#
| Sub-category | Signal Words | Example | Content Type |
|---|---|---|---|
| Educational | what, why, definition, explain | "what is SEO" | Guide, explainer |
| Instructional | how to, steps, tutorial, guide | "how to set up GA4" | Step-by-step tutorial |
| Exploratory | types of, techniques, strategies | "link building techniques" | Comprehensive roundup |
| Troubleshooting | not working, fix, error, why is | "why is my site not ranking" | Diagnostic guide |
Commercial Investigation (user is evaluating)#
| Sub-category | Signal Words | Example | Content Type |
|---|---|---|---|
| Comparison | vs, compared to, or | "Ahrefs vs SEMrush" | Side-by-side comparison |
| Review-seeking | review, worth it, honest | "Ahrefs review" | In-depth review |
| Best-of | best, top, tools for | "best SEO tools" | Curated list |
| Evaluation | for [audience], features, pricing | "SEO tools for small business" | Buyer's guide |
Transactional (user is ready to act)#
| Sub-category | Signal Words | Example | Content Type |
|---|---|---|---|
| Purchase | buy, price, discount, deal | "buy Ahrefs subscription" | Product/pricing page |
| Signup/Trial | free trial, sign up, demo | "Ahrefs free trial" | Landing page |
| Download | download, template, PDF, checklist | "SEO checklist PDF" | Gated resource |
| Hire/Engage | hire, agency, near me, book | "SEO agency near me" | Service page |
Navigational (looking for a specific brand)#
| Sub-category | Signal Words | Example | Content Type |
|---|---|---|---|
| Brand search | [brand name] | "HubSpot" | Homepage/brand page |
| Feature search | [brand] + [feature] | "Ahrefs keyword explorer" | Feature page |
| Support/docs | [brand] + login, docs, help | "Ahrefs API docs" | Support content |
SERP Feature Correlation by Intent#
Use this to anticipate which SERP features you can target per keyword:
| SERP Feature | Informational | Commercial | Transactional | Navigational |
|---|---|---|---|---|
| Featured Snippet | Very High | High | Low | Low |
| People Also Ask | Very High | Very High | Low | Medium |
| AI Overview | Very High | High | Low-Medium | Low |
| Shopping Results | Very Low | Medium | Very High | Low |
| Local Pack | Low | Low | High | Low |
| Sitelinks | Low | Low | Medium | Very High |
Conversion Potential by Intent#
| Intent | Avg Conversion Rate | Nurture Length |
|---|---|---|
| Informational | 0.5-2% | Long (weeks to months) |
| Commercial Investigation | 2-5% | Medium (days to weeks) |
| Transactional | 5-15% | Short (immediate to days) |
| Navigational | N/A — brand-dependent | N/A |
Common Classification Mistakes#
| Mistake | Correct Classification |
|---|---|
| Treating "best CRM software" as informational | Commercial Investigation |
| Treating "how much does X cost" as informational | Commercial / Transactional |
| Ignoring local intent in "SEO services" | Transactional (local) |
| Assuming single intent for "SEO tools" | Mixed — check the SERP to confirm |
Two keywords with different intents should never target the same page.
Opportunity Scoring#
Score each keyword:
Opportunity Score = (Volume x (1 - Difficulty/100)) x Intent MultiplierIntent multipliers:
- Transactional: 1.5
- Commercial investigation: 1.3
- Informational: 1.0
- Navigational: 0.2
This surfaces low-competition, high-intent targets over vanity volume plays.
Cluster Seeding#
Group the keyword universe into topic clusters:
| Cluster Name | Pillar Keyword | Supporting Keywords (3-5) | Total Volume |
|---|---|---|---|
| ... | ... | ... | ... |
Each cluster needs one pillar page (head term) and 3-8 supporting pages (body + long-tail).
Output Format#
Keyword Research: [topic or domain]#
Summary
- Total keywords: [count]
- Total addressable volume: [sum]
- Difficulty range: [min]-[max]
- Clusters identified: [count]
Priority Matrix [Tiered keyword table]
Cluster Seeds [Cluster table]
Start Here — Top 5 Keywords
For each of the 5 highest-opportunity keywords:
- Why this keyword now (difficulty, intent, business value)
- What page type to create
- Which cluster it anchors or supports
Pro Tip: Use the free Blog Keyword Generator (opens in a new tab) and Autocomplete Research (opens in a new tab) tools at seojuice.com for seed keyword discovery. SEOJuice MCP users can run
/seojuice:keyword-analysisfor live ranking data and/seojuice:content-strategyto see content gaps — keywords your competitors rank for that you don't.
FAQ
07 QUESTIONS
01What is the Find keywords agent skill?
Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding. It is listed under SEO in the 100xLab agent skills directory.
02How do I install Find keywords in Cursor, Claude Code, or Codex?
Run npx skills add calm-north/seojuice-skills --skill find-keywords in the project where you want it, then ask your agent for the skill by name. The --skill flag installs only Find keywords, not every skill in the repository.
03What does the Find keywords SKILL.md cover?
The SKILL.md includes sections on Before You Start, Step 0: Cannibalization Screen, Low-Hanging Fruit Check, Keyword Universe Construction, Tier 1 — Head Terms (high volume, high difficulty) and Tier 2 — Body Terms (medium volume, medium difficulty). Read the full text on this page or in plain markdown at /resources/agent-skills/calm-north-seojuice-skills--find-keywords--xnpbg9/raw.
04Which agents can use Find keywords?
Find keywords installs with the cross-agent skills installer (npx skills add), which sets it up for agents such as Claude Code, Cursor and Codex. Each agent loads the SKILL.md when you ask for the skill by name.
05What license is Find keywords under?
The calm-north/seojuice-skills repository declares the MIT license. Read the license file in the repository before you copy or redistribute the skill.
06Is Find keywords free to use?
Reading, copying and installing Find keywords costs nothing: it is published in a public GitHub repository under the MIT license. Reuse and redistribution follow that license.
07Where is the source of Find keywords?
Find keywords comes from https://github.com/calm-north/seojuice-skills, which has 14 GitHub stars. The SKILL.md is at https://github.com/calm-north/seojuice-skills/blob/HEAD/skills/find-keywords/SKILL.md. The author is calm-north.
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ATTRIBUTION
Find keywords was written by its original authors and is published in calm-north/seojuice-skills (opens GitHub in a new tab) under the MIT license. All rights stay with the original authors.
100xLab did not write, maintain or endorse this skill. This page lists it for discovery. Repo stars belong to the source repository, not to the skill. Review any skill before you install it.