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 assistant is pinned beside every page with the same context you have — your pages, your queries, your tasks, your backlinks and your AI answers — 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# Answers name real pages, real queries and real numbers.
- Every cardhas Explain with AI# The exact numbers you are looking at go into the question.
- Approvalbefore it acts# Reading is free. Changing the site or spending money asks first.
What AI SEO Agent does
The difference between advice and answers
A general 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.
The useful questions in SEO are specific to one site. Answering them means having the site's data in context, not a summary pasted into a prompt.
An assistant with your numbers, and with hands
The assistant reads the same records the workspace shows: projects, tasks, audit findings, Performance evidence, backlinks, AI answers, reports, integrations, settings and the documentation. Ask why a page slipped and the answer names the page, the queries and the trend.
It can also act. It can file a task, comment on a task, change its status or priority, run a crawl or a backlink refresh, and prepare a plan for you to approve. Every change goes through the same frozen plan the rest of the product uses. Work that only reads runs on its own. Anything that changes the site or spends money stops and asks.
How it works
- 1
Open it beside the page you are on
Pin a conversation next to any page. Context chips show what is included: the project, a task, a page, or a document. Remove a chip or add another.
- 2
Or press Explain with AI
Every card on Performance and Audit has a sparkle button. It opens a conversation with the card's title, range, filters and visible rows already in the question.
- 3
It reads your actual data
Search Console, GA4, audit findings, tasks, backlinks, AI answers and reports — the same sources the rest of the product uses.
- 4
It answers with specifics
Named pages, real queries and real numbers, with the source and freshness shown when they matter.
- 5
It proposes an action
A task to file, a plan to approve, a crawl to run, with the reasoning attached.
- 6
You approve anything that changes the site
The plan is frozen and named in the conversation. Approving runs that exact plan. Your autonomy policy decides what may run without asking.
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, describe the page, list the competitors. The assistant skips all of that because the data is already in the product.
- Every page's position, clicks and query breakdown
- Open tasks, their plans, and what each one is measuring
- Referring domains, new and lost links, and link targets
- AI answer citations across the answer engines
- GA4 sessions, key events and revenue where connected
One permission rule, applied everywhere
An assistant that can change your site needs a rule you can state in one sentence. This one has it: reading and analysis run without asking, and anything that changes the site or spends money goes through a frozen plan and your autonomy policy.
- Reading projects, tasks, findings, evidence and reports needs no approval
- Filing a task, commenting, and changing status or priority are guarded actions
- Approving a plan is the one verb that authorizes a site change or a spend
- The same rule governs the engine and MCP clients, so there is one model to learn
Everything it covers
Pinned beside any page
A conversation stays open while you move between Performance, Tasks and Audit.
Explain with AI on every card
The exact numbers you see go into the question.
Grounded in Search Console and GA4
Answers name real pages, queries and numbers.
Reads tasks and plans
Ask why a finding became task #42, or what a plan changes before you approve it.
Reads backlinks
Who linked this month, who dropped a link, and where to get links next.
Reads AI answers
Which questions cite you, and which cite a competitor instead.
Diagnoses page changes
Why a page gained or lost, with the evidence.
Works the task lanes
Skip, reopen, assign, set priority, mark done, or approve a plan, on one task or many.
Runs guarded actions
File a task, comment, run a crawl or a backlink refresh, through a frozen plan.
Live checks when needed
Ask the AI engines a question or run a keyword lookup, described as metered before it runs.
Rich answers
Text, metrics, charts, tables and live product cards in the conversation.
Full record
Everything it does on a task is in the task thread.
What it will not do
It will not invent numbers it does not have. If a question needs data that is not connected, such as revenue without GA4, it says so instead of estimating.
It will not act outside the site you connected, and it cannot change account, billing or integration credentials. Public web content it reads is treated as evidence, never as instructions: it cannot authorize an action or override your policy.
Frequently asked questions
ChatGPT has never seen your Search Console data, so it can only offer general advice. This assistant answers from your actual pages, queries, tasks, backlinks and AI answers, and it can act on the answer inside the product.
Not unless your autonomy policy allows it. Every change is prepared as a frozen plan. Under the default Copilot mode, only low-risk work runs on its own, and anything risky, external or paid waits for your approval in the conversation or the task thread.
The specific questions: what needs me today, which pages declined over the last 28 days, which domains linked to us this month and which we lost, why a finding became a task, what a plan changes, and which questions competitors are cited for that we are not.
Yes. It answers from whatever is connected and tells you when a question needs data you have not connected, rather than guessing.
No. Your project data is used to answer your questions inside your workspace.
Yes. The same tools are available as a remote MCP server for Claude, ChatGPT, Cursor and other clients, with the same two-step approval for changes.
Works with
~/serpclimber/mcpSEO MCP Server
Connect SERPclimber to the AI client you already work in. It reads your Search Console and GA4 evidence, your audit findings, your tasks, your backlink profile and your AI answer record. Through a two-step approval it can also file tasks, comment on them, change their status, and run a crawl or a backlink refresh.
Read more~/serpclimber/settingsSEO Automation
Full autonomy is a big ask for something that edits your live site. SERPclimber runs one loop — audit, plan, approve, execute, verify, measure — and lets you decide how much of it runs without asking. Start with Copilot, where the engine does low-risk work on its own and asks before anything risky, external or paid.
Read more~/serpclimber/performance/seoSEO Dashboard
Search Console shows what ranks. GA4 shows what earns. Neither one shows you what to fix next. SERPclimber puts both on one timeline, adds AI answers, AI crawler activity and your backlink profile, and keeps 16 months of Search Console history so you can see a trend instead of a snapshot.
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.