AI SEO Agent That Works From Your Own Site Data
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.
replaces
- Pasting exports into ChatGPT
- Ad-hoc SQL
- Slack threads asking why a page dropped
- Your datanot general advice# It answers with your pages, queries and experiments.
- Every screenit is docked on# Ask in place instead of switching context.
- Approvalbefore it acts# Read-only work runs freely; changes wait for a yes.
What AI SEO Agent does
The difference between advice and answers
A general-purpose chatbot can tell you what a meta description is. It cannot tell you why /post/best-standing-desks lost 22% of its clicks last month, because it has never seen your Search Console data and never will.
That gap is the whole point. The useful questions in SEO are specific to one site, and answering them means having the site's data in context — not a summary pasted into a prompt.
An agent with your numbers, and with hands
The agent sits inside the product with access to the same picture you have: the page inventory, the query data, the running experiments and their results, and the AI visibility record. Ask why a page slipped and the answer names the page, the queries and the trend.
It can also act. Draft a variant, queue an experiment, pull a report. The rule that governs it is simple and matches the rest of the product: work that only reads runs on its own, and anything that would change your live site stops and asks.
How it works
- 1
Ask in the screen you are already on
The composer is docked across the product, so a question about a page is asked on that page.
- 2
It reads your actual data
Page inventory, Search Console queries, experiment history and AI visibility — the same sources the rest of the product uses.
- 3
It answers with specifics
Named pages, real queries and real numbers, rather than general best practice.
- 4
It proposes an action
Usually a concrete next move — a variant to try, an experiment to run — with the reasoning attached.
- 5
You approve anything that changes the site
Reading and drafting happen freely. Publishing waits for you unless you have delegated it to autopilot.
It already has the context you would have had to paste
The tedious part of using a general chatbot for SEO is assembling the evidence: export the query data, summarise the page, describe the competitors. The agent skips all of it because the data is already in the product.
- Every page's position, clicks and query breakdown
- Running and completed experiments, with their results
- AI visibility citations across the answer engines
- Analytics revenue and referrers where GA4 is connected
One permission rule, applied everywhere
An agent that can edit your site needs a boundary you can state in a sentence. This one has it: read-only work — scans, research, drafting — runs unattended. Anything that mutates your live site waits for an explicit yes.
- Scanning, research and drafting need no approval
- Publishing and confirming winners always ask
- The same rule governs autopilot, so there is one model to learn
- Every action it takes is logged
Everything it covers
Docked on every screen
Ask about what you are looking at without switching context.
Grounded in your Search Console data
Answers name real pages and real queries.
Reads experiment history
What was tried on a page and what happened.
Reads AI visibility data
Which answer engines cite you, and which cite a competitor.
Diagnoses page changes
Why a specific page gained or lost, with the evidence.
Drafts variants on request
Hands off to the content pipeline and shows you the result.
Queues experiments
Sets up the test and waits for your approval to publish.
Approval gating on writes
Read-only work is unattended; site changes always ask.
Rich in-chat previews
Variants, experiment cards and page data render in the conversation.
Full action log
Everything the agent does is recorded.
What it will not do
It will not invent numbers it does not have. If a question needs data that is not connected — revenue without GA4, say — it says so rather than estimating.
It also will not act outside the site you connected. The agent's reach is your project: your pages, your experiments, your data. There is no step where it goes and does something on the wider internet on your behalf.
Frequently asked questions
ChatGPT has never seen your Search Console data, so it can only offer general advice. This agent answers from your actual page inventory, query data and experiment history — and it can act on the answer inside the product.
Not unless you decide it can. The default rule is that read-only work runs unattended and anything that touches your live site waits for approval. Handing over the publish step is an explicit choice you make in autopilot.
The useful questions are the specific ones: why a page lost clicks last month, which pages are decaying, what a running experiment is doing, which questions a competitor is being cited for. Anything the product can see, it can reason about.
Yes. It answers from whatever is connected, and tells you when a question needs data you have not connected rather than guessing at it.
No. Your project data is used to answer your questions inside your workspace.
Works with
~/serpclimber/autopilotSEO Automation
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.
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 more~/serpclimber/ai-visibilityAI Visibility
ChatGPT, Perplexity, Gemini, Claude and Google's AI Overviews answer questions about your market every day, citing somebody. AI visibility shows you which questions those are, who gets cited, and whether the AI crawlers can read your site at all.
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.