Prediction Engine

Know the traffic impact of every fix before you build it

The Prediction Engine estimates how many clicks and how much revenue each recommendation can recover — so you stop guessing and start shipping the work that matters.

Impact-first prioritization

Every opportunity is ranked by estimated traffic gain, so you always know what to fix first.

Revenue modeling

Estimated lost clicks are converted into potential visitors and monthly revenue, grounded in your real impression volume.

Confidence scoring

Each recommendation carries a difficulty and confidence signal so you can balance effort vs. reward.

Ship-ready output

Developer tasks include code snippets, JSON-LD, and meta tags — paste straight into your codebase.

Stop prioritising by gut feel

Every report comes with a four-week roadmap, each week tagged with estimated traffic increase, revenue, and difficulty. You always know what to ship next.

Frequently asked questions

How are predictions calculated?

Predictions use your actual CTR, position, and impression data against expected CTR curves for each ranking position, then model the clicks you are currently losing.

Is the revenue estimate accurate?

It is an estimate based on a configurable value-per-click and your real impression volume — useful for prioritization, not a financial guarantee.

Can I export the full plan?

Yes. Export a complete Markdown report with every recommendation, code snippet, and roadmap step to hand to your team or a coding agent.

SEO Surgeon

Find your biggest SEO opportunities in minutes

Upload your Google Search Console export and AI hands you a prioritised roadmap — lost clicks, CTR gaps, revenue leakage, and exactly what to fix first. Your first analysis is free.