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AI agent for digital marketing specialists

Competitor Keyword Gap Agent

A prioritized, intent-checked content plan built from competitor gaps

PlanningCreatingIT and developmentMarketing
See how it worksGet access
Competitor Keyword Gap Agent: what goes in, what the agent does and what you get

What it does

Competitors keep winning search queries the site does not cover, and finding those gaps by hand takes days of spreadsheet work. Each quarter, or when a new competitor appears, this agent pulls the keywords competitor domains rank for and compares them with the site's own rankings. It removes branded and irrelevant terms, clusters the remaining gaps by topic and checks the current top results to understand search intent. It scores each cluster by volume, difficulty and the relevance score the specialist sets. It then matches clusters against existing pages. If a planned new page overlaps an existing one, it turns that cluster into an update task and rematches, so two pages never compete. The specialist approves the plan before it reaches writers. Edge case: when a competitor ranks only through a forum or a free tool page, the cluster is marked hard to match with an article.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedNo 1 STARTS WHEN Quarterly review or new competitor 2 USES A TOOL Pull competitor and site keyword rankings 3 DOES Remove branded and irrelevant terms and cluster gapsby topic 4 USES A TOOL Check top results for each cluster's intent 5 DOES Match clusters against existing pages 6 CHECKS THE RESULT Is every planned new page free of overlap withexisting pages? If not: turn overlapping clusters into update tasks forthe existing page and rematch. Back to step 5. 7 DOES Draft prioritized content plan 8 YOU APPROVE Specialist approves the plan 9 RESULT Content plan for writers
Read the steps as a list
  1. Quarterly review or new competitor
  2. Pull competitor and site keyword rankings
  3. Remove branded and irrelevant terms and cluster gaps by topic
  4. Check top results for each cluster's intent
  5. Match clusters against existing pages
  6. Is every planned new page free of overlap with existing pages?If not: turn overlapping clusters into update tasks for the existing page and rematch. Back to step 5.
  7. Draft prioritized content plan
  8. Specialist approves the planThe agent waits here for your OK.
  9. Content plan for writers

How it decides

It scores clusters by search volume, difficulty and business relevance, and routes clusters that overlap an existing page to updates, not new pages.

  • Overlapping clusters become update tasks
  • Clusters where top results are tools or forums are marked hard
  • Relevance score set by the specialist overrides volume

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Competitor list
  • Minimum monthly search volume
  • Relevance scoring rules
  • Review frequency (default quarterly)

What keeps you in control

It always asks you first

  • Content plan before it goes to writers

Hard limits

  • Never publishes content
  • Does not scrape sites against their terms

It stops when

  • Done: approved plan
  • Stop: keyword data tool limit reached, report partial results

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensIn the Q2 review the agent compared the site with three competitors and found 2,300 gap keywords in 41 clusters. The overlap check failed for five planned pages that matched existing guides, such as a new page on invoice templates when a guide already existed. The agent changed those to update tasks and rematched. The specialist approved 12 new pages and 9 updates on April 8.

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