Free .md skill file — delivered in 60 seconds
We've sent the Keyword Research Agent .md file with full setup instructions for Claude and Ahrefs MCP.
4.2
No coding. No setup. No "let's regroup next week to align on priorities."
Enter your details. The .md skill file lands in your inbox in under a minute.
Drop the file into Claude.ai or Claude Desktop. Connect Ahrefs MCP once — you're set.
Seed keyword, your brand, three competitors. The skill walks you through it.
You walk out with a 5-tab Excel. Your team walks into the next sprint with answers.
The skill is built for Anthropic's Claude and depends on the Ahrefs MCP integration exclusive to Claude — used in Phases 1, 2, 5 and 6 for SERP overviews, KD/MSV, and per-keyword ranking lookups. Running it elsewhere produces generic keyword lists with no competitive classification, no SERP validation, and no Missing/Weak/Strong/Hidden buckets.
| What you walk out with | A typical keyword export | KW Research using Agentic Framework |
|---|---|---|
| Clarity on what to write next | ×A 3,000-row CSV and a debate | ✓A ranked Missing-bucket your team can action Monday |
| Confidence you can win | ×MSV & KD only — no competitive read | ✓Per-keyword rank for you + 3 competitors |
| Protection on what you already own | ×None — strong pages quietly lose ground | ✓Strong-bucket flags pages worth defending now |
| Edge on emerging buyer language | ×6–12 month lag, missed entirely | ✓Reddit, LinkedIn & recent blogs scanned live |
| Time to a sprint-ready plan | ×1–3 weeks of manual sorting | ✓30 minutes, end to end |
| What sprint planning sounds like | ×"Let's regroup next week to align" | ✓"Here's what we're shipping this quarter" |
Below is an example of what it provides as output.
Detailed report on Missing, Weak, Hidden and Emerging Keywords.
Client names anonymised. Numbers from live engagements run 2024–2026.
Every agent is a working sample of a LeadWalnut methodology — free, downloadable, ready to run in Claude.
See why LLMs recommend your competitor — a role-by-role AI-search scorecard plus the content to publish to get cited.
Explore agent →Surface your brand in AI answers for high-intent buyer queries across ChatGPT, Perplexity & AI Overviews.
Explore agent →Turn any video URL into publish-ready metadata — title, description, timestamps, thumbnails and competitor analysis.
Explore agent →Get the skill. Get the Excel. Walk into your next sprint planning with answers your team can defend — and a quarter you can ship.
Get the Skill — Free →