Our story

About SEO Forecasting Tool & Our Methodology

SEO Forecasting Tool helps marketers turn uncertain organic-search outcomes into clearer planning scenarios for traffic, rankings, ROI, backlinks, content and local visibility.

The problem we solve

SEO shouldn't be a black box

Every week, SEO professionals are asked to justify budget, predict timelines, and prove value — before a single page is written. Most resort to vague estimates or "it depends."

We built SEO Forecasting Tool to change that. Every tool is based on published research, real CTR data, and industry-validated models. You get numbers you can defend in a board meeting or a client call.

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How the models work

The methodology behind the numbers

Each forecast is built around transparent SEO assumptions, public research and measurable inputs. Here's what powers the models and where their limitations matter.

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CTR Curve Data

Click-through rates are modelled using large-scale SERP studies tracking position-CTR relationships across millions of queries. We separate informational, commercial, and navigational intent to give more accurate estimates.

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Domain Authority Correlation

Ranking potential models draw on the well-documented correlation between Domain Authority and ranking position for a given keyword difficulty tier — validated across thousands of SERPs in multiple industries.

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Revenue Benchmarks

ROI and revenue models use published conversion rate benchmarks from e-commerce, SaaS, and lead-gen verticals. Default values are industry averages; you should always override with your own data.

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Link Velocity Research

Backlink growth models are built on published research into link acquisition rates by industry and site size. The model accounts for diminishing returns as domain authority increases.

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Local SEO Signals

Local pack ranking predictions use a weighted model of the known Google local ranking factors: relevance, distance, and prominence — with review count, rating, and citation volume as the primary measurable inputs.

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SERP Feature Data

Featured snippet and PAA eligibility scoring is based on published research into the query types and content structures most likely to trigger these SERP features, cross-referenced with keyword intent signals.

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Forecasts are estimates, not guarantees

All forecasts are probabilistic estimates based on industry averages. Actual results depend on content quality, technical SEO health, SERP volatility, and your specific competitive landscape. Use these tools to inform decisions — not to replace judgment.

Our principles

What we stand for

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Free, genuinely

No trials, no credit cards, no freemium bait-and-switch. All 9 tools are free forever. We mean it.

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Transparent models

Every methodology is documented. You can see exactly how each number is calculated and what assumptions drive it.

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Privacy first

Nothing you enter ever leaves your browser. No tracking, no logging, no data sold. Ever.

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Data, not opinions

Every default, curve, and benchmark is sourced from published research — not gut feel or vendor marketing.

Start forecasting for free

9 tools. No signup. No credit card. No catch.

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