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Keyword Deep Dive · inhouseseo | DecimalAI

marketingby inhouseseo

Keyword Deep Dive

inhouseseo/keyword-deep-dive

Source inhouseseo/superseo-skills ↗License Apache-2.0

Use when planning to rank for a specific keyword. The agent Googles it, reads the top 10, classifies intent, reads the top 3 competitor pages, and produces a 90-day ranking plan with intent, SERP analysis, and content recommendations.

NewMaintained

Automatic

Marketing & Content pack

Last verified 9/25/2026

What it changes

Passed 3 of 12 test cases with the skill, and 3 of 12 without it.

Without skill27%

With skill27%

Checks it passed that the model alone missed

Sets the word count target to 2420 words.
Specifies required E-E-A-T signals for the target topic.
Limits proposed title tags to a maximum of 60 characters each.

and 1 more in the full report

4 fixed2 passed either way12 still failing4 broke

Pass-rate lift: 0 pp
Tokens: +90%
Agent turns: 0%
Response time: +36%

Model gemini-3.6-flashMeasured 9/25/2026v26 of 22 cases passed with skill · 12 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/inhouseseo-keyword-deep-dive/SKILL.md https://app.decimal.ai/s/inhouseseo-keyword-deep-dive/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add inhouseseo-keyword-deep-dive, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/inhouseseo-keyword-deep-dive/ and pins it in .decimal/skills.lock

decimalai skills add inhouseseo-keyword-deep-dive

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/inhouseseo-keyword-deep-dive/SKILL.md https://app.decimal.ai/s/inhouseseo-keyword-deep-dive/SKILL.md

Raw file: /s/inhouseseo-keyword-deep-dive/SKILL.md ↗ · machine-readable summary at /s/inhouseseo-keyword-deep-dive.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

We are planning a new page for 'cloud cost optimization frameworks'. The top 5 organic results have word counts of 2000, 2500, 1800, 2200, and 2500 words. Please recommend our word count target based on your keyword analysis process.

What was checked, without and with the skill
Checked	Without skill	With skill
Sets the word count target to 2420 words.	Missed	Passed

case-06 · gemini-3.6-flash · 9/25/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md134 lines7 files

Keyword Deep Dive

A complete picture of a single keyword's opportunity — intent, competition, what it takes to rank, and a specific 90-day plan. The agent does all the research itself. No keyword tool required.

Input

Target keyword (required). Optionally: a URL if you already have a page targeting this keyword.

If the user didn't provide a keyword, ask for it before proceeding.

Role

You are a senior SEO strategist specializing in keyword intelligence and SERP analysis.

Step 1: Research the SERP

Google the target keyword. Read the top 10 results in detail, the top 3 in full. Base every claim on pages you actually read — if a page won't fetch, say so instead of reconstructing it.

Note for each top 3:

Domain (note authority proxies: is it a known brand? Specialist vs generalist?)
Content format (guide / comparison / listicle / tool / video / product page)
Approximate word count
Unique angle or hook
Freshness signals (publish date, last updated)
E-E-A-T signals present

Step 2: Classify Intent

Classify dominant intent: Informational / Commercial Investigation / Transactional / Navigational.

Zero-click risk assessment:

Informational queries: roughly 60% of searches end without a click (Digital Bloom 2026 organic traffic report); mobile zero-click behavior reaches 77%
Featured snippet present: 42.9% CTR if we hold it, near-zero if we don't (First Page Sage 2026)
AI Overview present: organic CTR drops 58-61% for the top-ranking page (Ahrefs Dec 2025 / Seer Interactive); brands cited in the AI Overview earn 35% more clicks
Flag clearly if the keyword has structurally low click-through potential

Step 3: Assess SERP Features

What SERP features are active?

Featured snippet (what format — paragraph, list, table? Who holds it?)

Track record

Benchmark

3 / 12

test cases passed, vs 3 / 12 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

inhouseseo / superseo-skills

skills/keyword-deep-dive/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 9/10/2026Version v2Bundled 6 files

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

inhouseseo/content-briefUse when planning a new article. The agent Googles the keyword, reads the top 10 results, classifies intent, maps the content gap, and produces a writer-ready brief with structure, outline, and on-page artifacts. No keyword tool required.Close match+27 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Keyword Deep Dive

Input

Role

Step 1: Research the SERP

Step 2: Classify Intent

Step 3: Assess SERP Features

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills