AI agent for bloggers
Post Performance Experiment Agent
Raise the clicks and reading time of existing posts through tested changes
What it does
A blogger writes a headline, publishes and never knows whether another headline would have brought twice the readers. This agent runs small tests on posts that already have traffic. It picks live posts with enough visits, proposes a test such as an alternative title, a different intro or a table of contents, sets a start date and records the baseline click and reading data. After a set time it compares results with the baseline, accounting for seasonal changes in traffic. It keeps the winner, reverts the loser and writes down what was learned so the next post benefits. The blogger approves each change. Edge case: traffic spikes because of a news event. The agent discards that period and extends the test.
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.
Read the steps as a list
- Monthly experiment cycle starts
- Pull search and page data to find posts with enough traffic
- Choose posts with a low click rate compared with their ranking
- Propose a change such as a new title or intro
- Blogger approves the changeThe agent waits here for your OK.
- Record the baseline and apply the change in the post draft
- Wait the test window and collect click and reading data
- Were there at least 1,000 impressions and no traffic spike from outside events?If not: Discard distorted days and extend the test window. Back to step 7.
- Compare with the baseline and choose a winner
- Did the change beat the baseline?If not: Revert and propose a different variant. Back to step 3.
- Winning change kept and lesson logged
How it decides
A change wins when click rate or reading time improves by a meaningful margin over at least 28 days and enough impressions, after checking that outside events did not cause it.
- Test only posts with at least 1,000 impressions in the baseline period
- Minimum test length is 28 days
- Win means click rate up at least 15 percent relative
- Revert changes that lower reading time by more than 10 percent
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Minimum impressions (default 1,000)
- Test length (default 28 days)
- Win threshold (default 15 percent)
- Types of changes to test
- Posts excluded
What keeps you in control
It always asks you first
- Blogger approves each change before it goes live and each revert
Hard limits
- Never changes a post without approval
- Runs one test per post at a time
It stops when
- Done: winner kept and lesson logged
- Stop: too little traffic, pick a bigger post
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.
- 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
