Know exactly who you're up against with an AI SERP analysis agent
The AI SERP analysis agent pairs the SEO metrics that matter with a live scrape of the top ten results, then hands you the content gaps and a clear way to win.
Trusted by leading teams
Drop the standalone SERP tool
SEO metrics, a live competitor scrape, and a content gap analysis, generated in one chat and exported to CSV.
What is the AI SERP Analysis Agent?
The Gumloop AI SERP analysis agent turns a keyword into a full picture of the search results you are trying to win. Give it a keyword and a location and it pulls the SEO metrics that matter, volume, keyword difficulty, search intent, and CPC, then scrapes the live top ten results so the analysis reflects the pages that actually rank today.
It pairs the numbers with the content. For each ranking URL the agent reads the page, estimates word count, and pulls the page-level authority score, then synthesizes the two into a content gap analysis and a clear way to win. Every run is formatted into a SERP_Analysis.csv you can download, sort, and hand straight to a writer or drop into a brief.
This template is a starting point. The agent is fully customizable: change the location or database, scrape more or fewer results, point it at a specific competitor, or ask it to monitor a keyword and track it weekly. The more context you give it, the sharper the strategy gets.
What you can do with the AI SERP Analysis Agent
Workflows the agent handles out of the box.
Keyword vital signs
Fetches volume, keyword difficulty, search intent, and CPC for any keyword and database, so you size up the opportunity before you write a word.
Live top-ten scrape
Reads the current top ten results as markdown, so the competitor analysis reflects the pages ranking right now, not a stale snapshot.
Page-level authority scores
Pulls the page-level authority score for each ranking URL, so you see which competitors win on links and which are beatable on content.
Content gap analysis
Compares what the top results cover against what they miss and surfaces three to five gaps you can own, instead of a raw difficulty number.
CSV export and weekly monitoring
Formats every run into a downloadable SERP_Analysis.csv, and can set up a weekly monitor so you watch a keyword move over time.
How to use the AI SERP Analysis Agent
Get from landing page to live agent in a few clicks.
- 1
Click "Get started"
A preconfigured agent is created in your Gumloop workspace with the right tools and system prompt loaded, ready to analyze your first keyword. Takes a few seconds.
- 2
Connect your tools
Authorize the three tools so the agent can read keyword metrics, scrape the live results, and set up monitoring. You only do this once.
- 3
Give it a keyword and location
Drop a keyword and a market in chat. The agent runs the metrics, scrapes the top ten, scores authority, and returns the report plus a SERP_Analysis.csv to download.
AI SERP Analysis Agent use cases
Real workflows teams run with this agent.
Sizing up a keyword before you commit
Run the metrics and the live SERP together to decide whether a keyword is worth targeting and what it will take to rank.
Building a brief from the real competition
Use the competitor breakdown and content gaps to spec a piece that beats the pages currently ranking, not a generic outline.
Finding the beatable result on a hard SERP
Sort the top ten by authority score to spot the lower-authority pages where strong content can realistically overtake them.
Tracking a priority keyword over time
Set up a weekly monitor on a keyword you care about and watch the ranking landscape shift before your competitors react.
Why use Gumloop for the AI SERP Analysis Agent
Metrics and content in one pass
Most tools give you numbers or content, not both. This agent reads the pages and the metrics together and synthesizes them.
Built on the live SERP
Every analysis scrapes the results ranking today, and the report cites the exact URLs it read, so nothing is invented.
A file you keep, not a chat dump
The deliverable is a downloadable SERP_Analysis.csv you can sort, file, and reuse, not a wall of text in the conversation.
Customize as you chat
Change the database, scrape more competitors, target a specific URL, or turn on weekly monitoring, all in the same conversation.
Related agents
SEO keyword research agent
Find the keywords worth analyzing first, ranked by volume and difficulty, before you audit the SERP.
AI SEO Optimization Agent
Turn a keyword into a scored content brief with the exact terms and headings the top results share.
SEO content brief generator
Ready to write? Get a draft-ready brief with keyword volumes and a Google Doc export.
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Frequently asked questions
Tasks automated to date
Try the AI SERP Analysis Agent