Page Overview & Technical Context

What Lunara SEO Does: Deterministic Technical SEO Control

Lunara SEO offers a deterministic SEO control system designed to identify and resolve technical issues with verifiable proof. It queues fixes for approval and applies them within strict safety rails, ensuring no AI content generation or guesswork is involved.

By Samie Stenberg · Founder of Lunara. Builds technical SEO infrastructure at the CDN edge. · Updated July 8, 2026

FAQ

How does Lunara SEO ensure the safety of automated fixes?

Lunara SEO employs several safety rails, including per-action caps, before/after proof for every change, a full audit log, one-click undo functionality, and an owner kill switch to disable automation instantly. Hit-rate tracking also pauses the Engine if fixes negatively impact metrics.

What types of technical SEO issues can Lunara SEO detect?

Lunara SEO can detect over 50 technical SEO issues, including problems related to indexing, canonicalization, site speed, on-page elements, and crawlability. Each detection comes with verifiable proof like screenshots and source snippets.

Does Lunara SEO generate AI content or manage backlinks?

No, Lunara SEO is a deterministic SEO control system focused solely on technical SEO issues. It does not engage in AI content generation, backlink building, social media management, PPC optimization, or design/UX changes.

Core Capabilities: Detect & Prove

Lunara crawls your site to map every page, link, and status code, detecting over 50 technical SEO issues. Each finding includes before/after proof, such as screenshots, headers, and source snippets. Issues are prioritized by traffic impact, ensuring you address the most critical problems first. The system also monitors for regressions after fixes are applied.

Control & Approval Workflow

Every proposed fix is queued for your review, showing exactly what will be modified with before/after previews. A full audit log tracks every action, approval, and timestamp. You can undo any applied fix with a single click, as nothing happens without explicit approval.

Engine: Automated Fixes (Optional)

When enabled, the Engine automatically applies safe fixes within strict caps that limit the number of pages changed per run. Every change is logged with before/after proof. Hit-rate tracking automatically pauses the Engine if fixes do not improve metrics, and an owner kill switch allows instant disabling of all automation.

Safe Automation Rails

  • Per-action caps: Limit how many pages a single fix type can affect per run.
  • Before/after proof: Every change is recorded with full proof, including source, headers, and screenshots.
  • Full audit log: A complete history of every action, approval, and execution is maintained.
  • One-click undo: Revert any applied fix instantly.
  • Owner kill switch: Disable all Engine automation with a single toggle.
  • Hit-rate tracking: The Engine auto-pauses if consecutive fixes show a negative impact.

Who is this for?

This system is ideal for sites requiring continuous technical SEO monitoring, teams seeking safe and auditable automation, and agencies managing multiple client sites. It is particularly beneficial for sites with complex crawl, index, or canonical issues, and for anyone who demands proof before and after every fix.

Lunara SEO focuses exclusively on technical SEO automation and issue resolution. It does not engage in AI content writing, backlink building, social media management, PPC optimization, or design/UX changes.