SEO Automation That Finds, Tests and Fixes Your Pages
Full autonomy is a big ask for something that edits your live site. Autopilot breaks the loop into four steps — find, draft, publish, decide — and lets you hand over each one independently, from fully manual to running on its own.
replaces
- Monthly SEO retainers
- Manual audit cycles
- Ticket queues for title changes
- Calendar reminders
- 4steps you control# Find, draft, publish and decide are separate toggles.
- 3autonomy levels# Manual, approvals, or full autopilot.
- Reversibleby default# Automated changes still run as experiments that can revert.
What SEO Automation does
Automation you can actually agree to
Most "automated SEO" is either trivial (scheduled reports) or reckless (a bot rewriting your site unsupervised). The reason the useful middle is rare is that automation is usually sold as one switch: on, or off.
The loop has four distinct steps, and they carry very different risk. Finding opportunities is read-only and safe to automate on day one. Publishing to your live site is not. Treating them as one decision forces you to either give up the safe wins or accept the risky ones.
One toggle per step
Autopilot exposes each step separately. Let it elect candidates while you write everything yourself. Let it draft while you keep the publish button. Or hand over the whole loop and read the results.
Crucially, automation does not remove the safety net. An automated change is still an experiment against the page's baseline, still runs a fixed window, and still reverts on its own if it loses. Full autopilot is a loop that corrects itself, not a bot with your CMS password and no supervision.
How it works
- 1
Elect candidates
The safest step to delegate: reading your dashboard and choosing which page has the most to gain. Nothing changes on your site.
- 2
Draft the variant
Generate the rewrite and have it waiting for you. Still read-only as far as your live site is concerned.
- 3
Publish the experiment
The first step that touches your live site. Most teams keep this one manual for a while, which is a reasonable thing to do.
- 4
Confirm or revert
Read the result at the end of the window and act on it. Delegating this is what makes the loop continuous rather than a queue that fills up while you are busy.
Three levels, and you can move between them
The dial is a starting point rather than a contract. Most teams begin at approvals, watch a handful of experiments resolve, and hand over the publish step once they have seen the rollback work on a real page.
- **Manual** — the agent surfaces nothing on its own; every move is yours
- **Approvals** — drafts appear by themselves, nothing touches your site until you say so
- **Autopilot** — the whole loop runs, and you read the results
- Change level at any time; in-flight experiments are unaffected
The guardrails do not switch off with the supervision
Automating the decision step does not mean automating away the evidence. Every automated change is measured against the page's own baseline over a fixed window, and a variant that fails to beat it is reverted whether or not a human was watching.
- Automated changes still ship as controlled experiments
- Losing variants revert without intervention
- Cooldown periods stop pages being churned
- A full log of what ran, when, and what it decided
Everything it covers
Per-step automation toggles
Find, draft, publish and decide are controlled independently.
Three autonomy presets
Manual, approvals, and full autopilot.
Automatic candidate election
The next page to work on is chosen from opportunity ranking.
Unattended drafting
Variants are written and queued without prompting.
Unattended publishing
Optional — the step most teams delegate last.
Unattended decisions
Winners confirmed and losers reverted at window close.
Automatic rollback
Applies to automated changes exactly as it does to manual ones.
Cooldown enforcement
A page rests after a test before it is eligible again.
Full run log
Every automated action is recorded with its reasoning.
Change level at any time
Escalate or pull back without disrupting running experiments.
Continuous operation
The loop keeps running between your logins.
What automation does not do here
It does not build links, generate new pages in bulk, or touch anything outside the site you connected. It does not change your site structure, your templates or your navigation. The scope is deliberately narrow: find pages that are losing search performance, test changes to them, and keep what wins.
That narrowness is what makes it safe to leave running. A system that can only do one reversible thing is a system you can delegate to.
Frequently asked questions
That is the right question to ask, and it is why publishing is a separate toggle you can leave off indefinitely. When you do turn it on, every change runs as an experiment with the original retained, a fixed window, and automatic rollback if it loses.
Yes, and most teams should. Manual mode surfaces nothing on its own. Approvals mode is the usual starting point: drafts appear by themselves, and nothing reaches your site without a yes.
The same thing that happens to a manual one — the experiment fails to beat the baseline and reverts at the end of its window. The page returns to what it was, and the attempt is recorded.
Continuously. Pages are re-scanned as data refreshes, and a page becomes eligible again after its cooldown period rather than on a fixed calendar.
It replaces the mechanical part of the work — finding decaying pages, rewriting metadata, measuring whether it helped. Strategy, positioning, digital PR and link acquisition are not in scope and still need a human.
Works with
~/serpclimber/experimentsSEO Experiments
Most SEO changes are never measured. Every change SERPclimber makes ships as a live experiment against the page's own baseline, runs for a fixed window, and ends in a decision: confirm the winner, or revert to what was there before.
Read more~/serpclimber/agentAI SEO Agent
Ask a general chatbot about your rankings and it will guess, because it has never seen your data. This agent is docked into every screen with the same context you have — your pages, your queries, your experiments — and it can act on what it finds, with your approval.
Read more~/serpclimber/pagesSEO Dashboard
Search Console tells you what ranks. GA4 tells you what earns. Neither tells you which page to fix next. SERPclimber fuses both into one page inventory — position, clicks, sessions, revenue and referrers per URL — and ranks it by opportunity.
Read morePoint it at your site.
A project takes one domain. The first pass tells you what it found — before anything changes on your site.