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SEO & AI Search Forecaster

Forecast traffic, conversions and revenue from the demand you already have. Paste your Search Console export and it builds a click-through curve from your own data, then shows what realistic ranking gains are worth. Add your AI referral numbers for a separate, clearly-labelled projection of that channel.

How to export your data (2 min)

Search Console (required)

  1. Open Google Search Console and pick your site.
  2. PerformanceSearch results.
  3. Date range: Last 3 months (more rows means a better curve).
  4. Turn on all four metrics: Clicks, Impressions, CTR, Position.
  5. Open the Queries tab, hit ExportCSV, and upload the file below.

AI referral sessions (optional)

  1. In GA4: Reports → Acquisition → Traffic acquisition.
  2. Set the date range to the last 6 months and change the dimension to Session source.
  3. Find the AI sources: chatgpt.com, perplexity.ai, claude.ai, gemini.google.com, copilot.microsoft.com.
  4. Enter one month per line below as month, sessions. Oldest first.

Everything runs in your browser. Your traffic and revenue data never leaves this page and nothing is uploaded to us.

Required

Your Search Console Queries export. This is the only input that is required, and it is what the whole organic forecast is built from.

or paste it

Comma separated. People searching your brand click at a far higher rate than everyone else, so leaving brand queries in badly inflates the curve and overstates the whole forecast. These rows are excluded from the curve and from the opportunity list.

Optional

Your conversion numbers. Without these the forecast stops at clicks, which is still useful. With them you get conversions and revenue.

Optional

Monthly AI referral sessions from GA4, oldest first, one per line. This produces a separate projection with its own health warnings, never blended into the organic number.

Your forecast

Built from your own export. Nothing left your browser.

What realistic ranking gains are worth

Three scenarios applied to the queries already within reach. Impressions are held flat, so this forecasts the value of better click-through at a better position, not of new demand.

Your click-through curve

Derived from your own data rather than an industry average, because AI Overviews have pushed published curves badly out of date. Positions backed by too little data fall back to a conservative published curve, and are marked so you can see which is which.

Where the upside actually is

Your biggest opportunities, ranked by the clicks available if each query moves up. These are queries you already rank for, so the demand is measured rather than imagined.

What this forecast cannot tell you