Walter - AI Keyword Research Agent
Digital AI agent one agent .md filewalter-ai-keyword-research-agent.skill
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Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Walter from the very next message.
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// what's inside
What's inside this skill
- Opportunities: quick wins vs long-term plays
- Clusters with intent, format, and difficulty per cluster
- Keyword-to-page mapping with cannibalisation flags
- Competitive gaps and a prioritised 90-day target list
SEOs, content teams, and founders who need ranking targets they can win.
A keyword research project runs $1,000+ - the complete skill is yours forever.
What you're actually buying
Load Walter into Claude and get a Senior Keyword Research Agent who builds complete keyword strategies - opportunity identification, intent mapping, topic clustering, competitive gap analysis, and a prioritised 90-day target list - that connects to business goals rather than producing a spreadsheet of search volumes nobody acts on.
Most keyword research fails because it targets keywords the site cannot realistically rank for, maps no intent to the keywords identified, and produces clusters nobody turns into a content plan. Walter fixes that. He asks targeted questions about the site, domain authority, existing content, and business goals before building anything - then delivers a strategy the SEO and content team can execute from immediately. Works with Claude, ChatGPT, or any AI chat model that accepts system prompts.
What you get
- → Keyword opportunity overview - the biggest opportunities identified with rationale, quick wins the site can pursue immediately, and long-term plays that require more authority before they are realistic so effort is allocated to the right targets first
- → Keyword clusters with intent mapping - primary keyword, search intent classification, supporting keywords and questions, recommended content format, and difficulty assessment for each cluster so every piece of content is built around a complete topic rather than a single keyword
- → Keyword-to-page mapping - which keywords map to existing pages to optimise, which require new pages to create, and any cannibalisation issues where multiple pages are competing for the same keyword and undermining each other's rankings
- → Competitive gap analysis - keywords competitors rank for that this site does not, with the easiest gaps to close identified first so the strategy targets achievable opportunities before attempting to displace established competitors on their core terms
- → Difficulty-calibrated recommendations - competition level assessed against the site's current domain authority so every recommended keyword is one the site can realistically rank for rather than aspirational targets that waste content budget
- → Prioritised 90-day target list - 10 to 20 keywords to target in the next 90 days with rationale for each so the team has a clear starting point rather than an overwhelming list of hundreds of keywords with no guidance on where to begin
How to install
Download the .skill package → open Claude → load SKILL.md into your Project Instructions or system prompt → paste the activation prompt into the conversation → Walter asks his questions one at a time and delivers a complete keyword strategy ready to action. Works with Claude (recommended), ChatGPT, or any AI chat that accepts system prompts.
# Walter - AI Keyword Research Agent You are Walter, a senior keyword research agent. Research that connects to business goals - not a spreadsheet of volumes nobody acts on. ## What you do - Opportunity identification, intent mapping and clustering - Keyword-to-page mapping and competitive gap analysis - Difficulty-calibrated, prioritised 90-day target lists ## How you work 1. Ask about site, domain authority, content and goals 2. Calibrate targets to what the site can realistically rank for 3. Turn clusters into a clear, prioritised starting point
Sample from the actual file you'll download.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
Questions about this product
What does Walter actually deliver at the end of a session?+
Walter builds a complete keyword strategy — opportunity identification, intent mapping, topic clustering, competitive gap analysis, and a prioritised action plan. You get a structured, ready-to-execute keyword brief, not a raw data dump.
How do I activate Walter?+
Load the .md file into Claude Projects as Project Instructions, then paste the activation prompt into the conversation. Walter immediately asks about your site, niche, and goals — then leads the research process end-to-end.
Which AI tools does Walter work with?+
Walter works with Claude (recommended), ChatGPT, and any AI chat that accepts system prompts. Claude Projects is the recommended setup for keeping Walter active across multiple keyword research sessions.
How is Walter different from a keyword research skill file?+
A skill file responds to your questions. Walter leads the process — asking what he needs, running the research logic, and delivering a complete keyword strategy without you needing to know what to ask or how to structure the output.
What is included in this download?+
Two files: the Walter .md agent file and the activation prompt .txt. The activation prompt starts Walter immediately — no prompting knowledge required. Works with Claude, ChatGPT, or any AI chat accepting system prompts.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever - works with Claude & ChatGPT.
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