Every tool gives you another metric to chase. And every week, you sit there thinking,
“I have the data… but what the hell am I supposed to do with it?”
Sound familiar?
Hard truth: Data doesn’t create decisions. Asking the right questions does.
Knowing what to ask from your data is the difference between random actions and real growth.
But, you don’t have to worry about “ASKING THE RIGHT QUESTIONS” anymore.
That’s exactly what Adam Sandler, founder of Viable Edge, showed us live in our Vibe Marketer Mentor Session how to build it inside Claude Code in just 10 minutes.
A prompt-generating agent that takes your marketing chaos, writes 200+ research prompts, and turns them into actionable assets.
This 10-minute snippet shows exactly how Adam built Prompt generating agent from scratch:
Get the full 90-min replay, Claude Code deep-dives, the AI Citation Agent repo, and all resources inside The Vibe Marketers community - grab it for $199/year before it goes to $398.
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Want to build it yourself? Start here:
Step 1: Open Claude Code and launch the Agent Builder in the terminal with the command /agents
Step 2: Select “Create new agent”, name the agent and share what you want the agent to do. For instance: “Generate prompts for brand visibility analysis from SEO data.”
Step 3: Claude Code autogenerates System prompt (the agent’s core instructions), Folder & file (stores the agent config), Tool access (pick “inherit from parent” or toggle specifics; he left the defaults on for speed)
Step 4: Click Save to register the agent.
Step 5: Invoke it from Claude Code and give it inputs (e.g., paste key rows/columns from a CSV or describe your data structure).
Result? The agent generates a large set of structured prompts (~200 was the target pattern) for brand/SEO visibility work.
The prompts come out as clean Markdown (easy to copy into:
SERP & AI visibility checks (Perplexity/ChatGPT/Gemini)
Content opportunity mapping
Brand authority / trust-node audits
So, how does the agent pull this off? Let me break it down.
How the prompt generator agent works
a. Takes in your unstructured SEO or marketing data: CSV exports, audit notes, keyword clusters, pages, or visibility reports.
b. Analyzes that data for structure and patterns: Identifies ranking gaps, missing topics, keyword intent buckets, and brand visibility metrics.
c. Generates 200+ structured prompts automatically: Each prompt is intelligently designed to explore an aspect of: visibility, authority and opportunity.
Example prompts:
“What topics related to [cluster] lack AI citations?”
“Where is [brand] not mentioned across LLM results?”
“Which pages have low trust indicators compared to competitors?”
d. Feeds those prompts into a reasoning loop (via Claude Code): The prompts are routed to Claude or connected sub-agents that process and summarize findings.
e. Outputs insights and actionable next steps: The agent delivers clear, prioritized recommendations such as:
Top 5 missing authority mentions
Keywords with high potential visibility gain
Next 3 content clusters to prioritize
Wrapping up
This is just a 10-minute segment from the full 90-minute session, where Adam showed how to:
- Audit your brand’s AI footprint across ChatGPT, Perplexity and Gemini
- Score citations, map trust nodes, and spot visibility gaps.
- Generate 200+ tailored research prompts with prompt generating agent
- Verify sources in real time using Playwright + Perplexity MCP
- Capture live, human-grade citations
- Auto-sync everything to Airtable and get a ready-to-share Markdown report instantly.
- Publish client dashboards that projects insights, scores and charts in one click
- Create and modify agents in plain English, keeping context safe with disposable sub-agents and version everything in GitHub.
If you’re a founder / business owner looking ways to scale your organic growth with AI, missing this session is like leaving money on the table.
P.S. Ready to move from prompting AI to building the intelligence that runs your marketing?
Work with The Vibe Marketer’s vetted AI marketing expert like Adam. I have personally built my best team members from here. Book a call now.
P.P.S. If you got value from this, forward it to one founder who needs to read it.
They’ll thank you later.
—The Boring Marketer
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