SEO Google Sheets #69

SEO Forecast & Projection Model

Forecast organic traffic, conversions, revenue, keyword opportunities, and ROI across conservative, base, and aggressive SEO growth scenarios.

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What's Inside

Build a 12-month SEO forecast from GA4, Ahrefs, and business assumptions.

This model connects historical organic performance with keyword opportunity and business assumptions. Import GA4 and Ahrefs data, set growth and conversion inputs, then review conservative, base, and aggressive projections for traffic, leads, revenue, investment, and ROI.

GA4 data import

Paste organic landing page performance, sessions, users, bounce rate, engagement, goals, and revenue inputs from Google Analytics 4.

Ahrefs keyword import

Add ranking keywords, current position, volume, difficulty, CPC, traffic estimate, target URL, and position trend.

Scenario assumptions

Set CTR curves, conversion rates, deal value, content costs, link assumptions, and growth rates for each forecast scenario.

12-month forecast model

Review projected sessions, conversions, revenue, spend, ROI, and keyword opportunity across conservative, base, and aggressive cases.

Template sections

Use these sections to move from SEO data exports to a defensible growth model you can share with leadership.

01 Instructions

Follow the step-by-step workflow for importing GA4 data, importing Ahrefs data, setting assumptions, and reading the model.

02 GA4 import

Paste organic traffic and conversion data by landing page and month.

03 Ahrefs import

Import keyword rankings, search volume, difficulty, traffic estimates, URLs, SERP features, and position history.

04 Assumptions

Adjust deal value, close rate, organic conversion rate, CTR curves, content costs, and scenario growth rates.

05 12-month forecast

Compare traffic, conversion, revenue, and ROI projections across conservative, base, and aggressive scenarios.

06 Keyword opportunities

Score ranking opportunities to identify which keywords can contribute most to the forecast.

Who This Template Is For

SEO leaders, content strategists, agencies, and marketing executives who need to justify SEO investment with a forecast tied to traffic, leads, revenue, and cost assumptions.

How To Use It

Import GA4 organic performance and Ahrefs keyword data, update the yellow assumption cells, review each scenario in the forecast tab, and use the dashboard to explain expected growth and investment needs.