Technical and content audit
A rendered crawl checks indexability, canonicals, titles, headings and thin content, then ranks the top 20 issues by evidence.
SEO and AI-search operations
Find what holds your site back. Fix it in a reviewed pull request.
SEO Autopilot audits your site, reads your Search Console and Analytics, tracks how Claude, ChatGPT and Perplexity answer your customers’ questions, and turns what it finds into exact changes you approve. Nothing reaches your site without a person saying yes.
One path for every change. No stage may be skipped.
8 stages · each one audited
- 01Finding
- 02Opportunity
- 03Proposal
- 04Validation
- 05Approval
- 06Deployment
- 07Verification
- 08Measurement
What it does
Search and AI answers, in one place
Classic SEO still decides whether you are found. AI answers increasingly decide whether you are chosen. Both are measured here, and both end in changes you can review.
Fixes as pull requests
Title, heading, FAQ-markup and llms.txt fixes arrive as exact diffs on your repository, checked against the live file before they are opened.
Search Console and Analytics
One Google consent connects both. Queries are grouped into topics, and landing pages show what visitors did once they arrived.
AI answer readiness
Flags questions on a page that have no quotable answer, answers that lack FAQ markup, and AI crawlers your robots.txt turns away.
AI citation tracking
Asks Claude, ChatGPT and Perplexity the questions you track, every week, and shows who they cite instead of you, and what kind of source it is.
Blog and answer drafting
Drafts from your own Search Console demand, written with your own Claude or OpenAI key. Every claim and figure is flagged for a person to check.
Zero-click scorecard
Most searches end without a click. Track branded searches, queries answered on the results page, direct visits and AI mentions, week by week.
Routines that run themselves
Weekly audits, data syncs, citation checks and reports on a schedule, each with a spend cap and a record of what it did.
- Nothing changes unreviewed
- Every fix is a proposal with an exact diff. Authors cannot approve their own work, and new pages and AI-written text need two approvers.
- Publish in one click, if you allow it
- An owner can let approved changes go live from the dashboard. Only the exact reviewed content is merged, and GitHub's branch protection always applies.
- Brakes you set
- Observe, recommend or autopilot per site, a daily change budget, freeze windows, and an emergency freeze that stops everything.
- Undo and audit
- Any change can be reverted with a pull request, live pages are checked after each change, and every step is logged.
Questions
Frequently asked questions
- Will SEO Autopilot change my site on its own?
- No. Every change is a proposal you review as an exact diff. After approval it becomes a pull request on your repository, merged by a person on GitHub, or with one click from the dashboard if an owner has turned that on. Robots, redirect, configuration and site-wide template changes are always merged on GitHub.
- How is AI-written content kept honest?
- Drafts use your own Claude or OpenAI key and never publish themselves. Every claim and figure is flagged for a person to verify, the post or answer becomes a high-risk proposal that needs two approvers, and only then can it reach the site.
- Can it get my site cited by ChatGPT or Perplexity?
- Nobody can promise that. It checks whether your pages answer their questions in a way an engine can quote, whether AI crawlers can reach them, and which sources the engines cite instead of you, then proposes the fixes that are yours to make.
- What does it connect to, and what can it touch?
- Google Search Console and Analytics through one read-only consent, and the GitHub repositories you pick. It writes only branches and pull requests, and keeps each workspace's data and keys separate from every other.
- Does it prove a change improved my rankings?
- It measures the 28 days before and after a verified change and reports the association. It does not claim the change caused it: search moves for many reasons, and saying otherwise would need a controlled experiment.