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Ranking Simulator

Simulate before you invest. See the revenue impact.

What would happen if you ranked #1 for your top keyword? Stop guessing — simulate the traffic and revenue impact before you commit a single hour.

Stop investing blind.

Every keyword is a bet. The simulator tells you which bets are worth making.

SEO is a time investment

You could spend six months chasing a keyword that won’t move the needle. Without knowing the potential payoff, every hour of SEO work is a gamble.

Gut feel doesn’t scale

Experienced SEOs have good intuition. But when you have 500 keywords and limited resources, you need data to decide which 10 are worth your time this quarter.

Stakeholders want numbers

Your CEO doesn’t care about ranking positions. They care about revenue. You need to translate “we could rank #1” into “this would generate £18,000 per month.”

Input a keyword. See the outcome.

Pick any keyword you’re tracking, set a target position, and the simulator instantly projects the traffic gain, revenue impact, and confidence level. It uses your actual CTR data, not industry averages.

The CTR curve at the bottom shows exactly where the traffic gain comes from. Position #1 captures 31.7% of clicks for this keyword. Position #8 captures 3.4%. That difference is 2,430 visits per month — and £18,200 in revenue.

Uses your real CTR data, not generic industry benchmarks

Ranking simulatorML-powered
seo software uk
#8
#1
8,100
2.8%

Traffic gain

+2,430

visits/month

Revenue impact

+£18,200

per month

Confidence

89%

model accuracy

Click-through rate by position

1
2
3
4
5
6
7
8
9
10
Current (#8)
Target (#1)

Compare opportunities side by side.

Save unlimited scenarios and see which keywords deliver the highest return on your time and budget.

Saved scenarios — side by side3 saved
KeywordMoveTrafficRevenueROIConf.
seo software uk#8#1+2,430+£18,20012.4x89%
keyword tracking tool#14#3+1,860+£12,1008.7x82%
content optimization software#22#5+980+£7,4006.2x74%
Combined potential
+5,270 visits/mo+£37,700/mo
Model signal weightsLambdaMART + XGBoost
Historical CTR curve28%
Competitor content strength22%
Seasonal patterns18%
Content quality score16%
Backlink authority gap10%
SERP feature availability6%

Trained on 47,000+ ranking changes from real client data

Predictions based on real data. Not guesses.

The simulator uses two machine learning models — LambdaMART for ranking probability and XGBoost for impact estimation — trained on actual outcomes from thousands of ranking changes across real websites.

Every projection shows which signals contributed most. You can see whether the opportunity is driven by weak competitor content, a favourable CTR curve, seasonal timing, or a gap in backlink authority. Transparency means you can make informed decisions, not just trust a black box.

47,000+ ranking changes analysed
6 weighted signal inputs
Confidence score on every projection
Models retrained weekly with fresh data

Invest where the return is highest.

The prioritisation matrix plots every keyword by effort required versus projected reward. Quick wins are in the top-left: keywords where a small investment yields a large traffic and revenue gain.

Instead of spreading your team across 50 keywords and making marginal progress on all of them, the simulator shows you the 5 keywords that will deliver 80% of the potential revenue gain. Focus wins. Scattered effort loses.

Quick wins

Low effort, high reward. Do these first.

Strategic bets

High effort, high reward. Plan and resource these.

Low priority

Low effort, low reward. Only if you have spare capacity.

ROI prioritisation matrix
Quick wins
Strategic bets
Low priority
Avoid
Low effortEffort required →High effort
0k+

ranking changes in training data

0%

average prediction accuracy

0

weighted model signals

£

revenue impact in every projection

Frequently asked questions.

Know the outcome before you start.

14-day free trial. No credit card. Cancel anytime.