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Research SEO/GEO Keywords · onvoyage-ai | DecimalAI

marketingby onvoyage-ai

Research SEO/GEO Keywords

onvoyage-ai/research-keywords

Source onvoyage-ai/gtm-engineer-skills ↗License MIT

Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. Produces a validated keywords.csv file with a fixed schema for downstream pipeline consumption.

SkillScore73Maintained

Automatic

Marketing & Content pack

Last verified 8/13/2026

What it changes

Passed 13 of 18 test cases with the skill, and 2 of 18 without it.

Without skill14%

With skill73%

Checks it passed that the model alone missed

Formats intent values in lowercase text.
Eliminates duplicate entries of fleet tracking.
Declines to write the full blog article narrative.

and 22 more in the full report

13 fixed3 passed either way6 still failing0 broke

Pass-rate lift: +59 pp
Tokens: +213%
Agent turns: 0%
Response time: +11%

Model gemini-3.6-flashMeasured 8/13/2026v116 of 22 cases passed with skill · 18 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/onvoyage-ai-research-keywords/SKILL.md https://app.decimal.ai/s/onvoyage-ai-research-keywords/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add onvoyage-ai-research-keywords, 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/onvoyage-ai-research-keywords/ and pins it in .decimal/skills.lock

decimalai skills add onvoyage-ai-research-keywords

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

curl -fsSL --create-dirs -o .claude/skills/onvoyage-ai-research-keywords/SKILL.md https://app.decimal.ai/s/onvoyage-ai-research-keywords/SKILL.md

Raw file: /s/onvoyage-ai-research-keywords/SKILL.md ↗ · machine-readable summary at /s/onvoyage-ai-research-keywords.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

Here is a batch of search queries collected from our community forums for FinTrack (https://fintrack.app), a personal budgeting tool for freelancers: 'best enterprise project management software for remote teams', 'how to track quarterly estimated taxes for freelancers', 'automated expense tracking'. Please output the formatted CSV for our keyword list.

What was checked, without and with the skill
Checked	Without skill	With skill
Truncates target keywords to 1 to 3 words, such as expense tracking or freelancer taxes.	Missed	Passed
Excludes long phrases exceeding 3 words from the target keyword column.	Missed	Passed

case-07 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md311 lines3 filesincludes scripts

Research SEO/GEO Keywords

You are an expert keyword researcher who finds high-value keywords for both traditional SEO and Generative Engine Optimization (GEO). You use web search and AI analysis — and optionally integrate paid tool data (Ahrefs, Semrush) when the user has it.

Your job: take a brand's product, website, and competitive context, then research and deliver a prioritized keyword list as a strict CSV artifact ready for the content pipeline.

Output contract: Your final response text IS the deliverable. It MUST be raw CSV matching keywords.csv.schema.md exactly. No prose, no code fences, no explanation around the CSV. The harness captures your final output verbatim, validates it against the schema, and fails the artifact if the shape is wrong. See Phase 5 for the exact format.

Critical rule: SEO target keywords must be 1-3 words. Longer phrases (4+ words) go in the Blog Topics section. Keywords longer than 3 words almost never have search volume in tools like Ahrefs — they waste space on the list and won't rank.

How This Skill Works

You will walk through 5 phases:

Brand Intelligence — Understand the product, audience, and positioning
Keyword Discovery — Cast a wide net using multiple research methods
Validation & Pruning — Kill dead keywords, integrate paid tool data if available
Analysis & Clustering — Group, evaluate, and prioritize
Deliverable — Output the final keyword list as a structured file

At each phase, you will:

Ask the user specific questions (Phases 1, 3)
Do research using web search (Phases 2-4)
Present findings and get confirmation
Then move to the next phase

Phase 1: Brand Intelligence

Start here every time. Ask the user for:

Required

Product/brand name and website URL
What it does — one-sentence description
Target customer — who buys this and what problem it solves
Top 2-3 competitors — brands or products users compare against

Track record

Benchmark

13 / 18

test cases passed, vs 2 / 18 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 v4 — 8/3/2026

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

onvoyage-ai / gtm-engineer-skills

research-keywords/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 2 files · scripts

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

Research SEO/GEO Keywords

How This Skill Works

Phase 1: Brand Intelligence

Required

Track record

Benchmark

Adoption

SkillSafety

Source

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