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AI prompt library for SEO reports

You don't have to know what to ask. Each report card ships a prompt written for that data: role, rules (no guessing, source and period next to every number), output format. Save your own variants to the library, share them across workspaces, and reuse them from MCP.

In the panel4 · Tracking › Tasks › Prompt library

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Prompt library Prompt library

What you get

  • Prompts per card type: opportunities, rank moves, AI visibility, audit, speed, weekly
  • "This card only" or "all cards on the page" in one copy
  • Starter prompts for keyword lists and AI prompts
  • Prompt history: what was asked, what the agent did

How it works

  1. Click AI prompt on any card
  2. Paste into your assistant, or let MCP read the same data
  3. Save a good variant to the library
Data sources and method →

MCP

Your assistant reads this module with:

list_prompt_templatessave_prompt_templatelist_promptslog_prompt

MCP docs →

Related posts

A ready AI prompt for every SEO report card

Why seops ships an analysis prompt with each card (role, rules, output format), how it stops AI from guessing, and how to build a library you can reuse from MCP.

Agents

Tasks (AITM)

A task list that seops, you and your AI agent share. Findings become to-dos; one button hands a problem to your agent, and it starts only what you approve.

MCP for your assistant

Every report is a tool. Ask Claude, ChatGPT or Gemini about your sites instead of opening a dashboard.

Content and sharing

Drafts posts from the week's real numbers (new ranks, AI citations, speed wins) for Bluesky, X and LinkedIn. You approve; nothing goes out by itself.

Start with one site, free

The first site is free forever and asks for no card. Every extra site is $2.50 a month.

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