Estimate the revenue impact of deep semantic classification on your content, inventory, or product catalog using your own numbers.
Directional estimates based on 3.5B+ pages classified. Adjustable assumptions.
Total impressions or page views per month
Blended CPM across all inventory types
What % of your inventory is currently classified
Accuracy of your existing classification (if any)
What % of your inventory we'll classify
Classification accuracy determines performance lift
% currently classified/sold at premium rates
Current CPM on best inventory
CPM on unclassified inventory
451.0% increase from current revenue
First year incremental revenue
From $12.00 to $21.72
Effective coverage = Coverage × Accuracy. All revenue calculations are based on the incremental improvement over your current state.
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How coverage and accuracy combine to drive revenue impact (multiplier vs. current revenue)
| Coverage ↓ / Accuracy → | 70% | 80% | 90% | 95% | 99% |
|---|---|---|---|---|---|
| 50% | 1.2x | 1.5x | 2x | 2.5x | 3.2x |
| 70% | 1.6x | 2.1x | 2.8x | 3.5x | 4.5x |
| 85% | 2x | 2.6x | 3.5x | 4.4x | 5.6x |
| 95% | 2.3x | 3x | 4x | 5x | 6.4x |
| 100% | 2.4x | 3.2x | 4.2x | 5.3x | 6.7x |
This calculator provides directional estimates, not guarantees. Results vary by content type, vertical, and existing infrastructure.
Based on 3.5B+ pages classified across publishers, e-commerce, and advertising platforms.
All assumptions are editable. Conservative inputs are encouraged. These ranges reflect real deployments across contextual advertising, product discovery, and content monetization.
