Every SEO tool ends with a to-do list. Zyan’s Autopilot ends with a diff — audits become fixes, fixes become pull requests your team reviews, and every applied change lands in a rollback ledger.
Autopilot doesn’t guess what matters. Each project gets a versioned strategy document built from your Search Console data, SERP snapshots, and competitor research — then red-teamed by a second model before it can lock.
The lifecycle is a pipeline, not a dashboard: detect, draft, gate, ship, and log — with the risk tier deciding whether a fix may apply itself or must earn a review.
A scheduled crawl joins your Search Console queries, SERP snapshots, and DataForSEO research, then files findings with a severity and an owner page. Not a score — a queue.
For each finding, the agent writes the actual change — the meta tag, the canonical, the JSON-LD block — against the site’s real code. A ticket describes work; a diff is work.
Every draft carries a risk tier. Below the floor you arm — metas, alt text, internal links — Autopilot may apply directly, straight into the ledger. Schema, canonicals, and redirects never take that path: they are always PR-first, whatever the floor is set to.
Structural fixes open a branch and a pull request through the platform’s GitHub connection. Checks run, your team reviews, and the merge is the approval — the same discipline as any other code.
Every applied change — auto-applied or merged — is recorded with what changed, when, and a revert path. Undo is a first-class operation, not an apology.
The Autoblog writes from the locked strategy, not from a prompt box — topics graduate from the radar into drafts, revisions, and published URLs that Search Console knows about.
Every post runs a revision pass before it ships — and drafts wait for review until the strategy’s publish gate is armed.
Posts internal-link into the service pages the strategy names. The cluster exists to push authority where revenue lives.
Strategies cite it, Autopilot ranks by it, reports are drawn from it — the market view from DataForSEO, the ground truth from your own Google connections.
per-project DataForSEO budget caps · Search Console and GA4 are your own connections
Every project gets the full workbench — strategy, autopilot queue, results, evidence. The portfolio rolls them up so one person can run SEO for thirty clients without thirty tabs.
12 P0 findings across 8 projects, in one queue. Approve the batch below your floor; the structural three open as pull requests.
Share a live, branded report page per client — rankings, clicks, and the work that moved them. Delivery is QA’d before it sends, and the same numbers live in their portal.