New format
Weighted CTR in Yandex Direct: why compare creatives differently
Raw CTR treats clicks and impressions the same even when one ad sat on a richer position and another sat lower. Yandex Direct’s Report Wizard added — and kept — metrics that account for traffic volume: weighted impressions and weighted CTR (wCTR).
Below: what traffic volume means, how to read wCTR when comparing creatives, and why ROI still beats click-through rate. The “65 / 75 / 85 / 100” coefficients from 2018 guides illustrate the logic, not a live weight table: check columns in the current Report Wizard.
Why raw CTR lies
An ad in a higher slot gets more attention and often more clicks with the same copy. CTR rises from position alone, not because the creative beats a lower rival.
If you compare two formats or groups with different average traffic volume, the raw-CTR “winner” may actually be weaker on message.
Traffic volume and weighted impressions
Traffic volume is a coefficient for how valuable a position is versus the max. Average won volume shows potential: room to grow via bid or quality, or you’re near the ceiling.
Weighted impressions fold that volume in: a show on a more valuable slot weighs more. That levels the click-through comparison.
How the wCTR idea works
Simply put: clicks are related to weighted impressions, not raw ones. Historical examples used weights like 100 for the highest slot and less below — so an ad with less “position traffic” but a strong response wouldn’t lose visually in the table.
In the current account UI the formula and column set may differ; the normalization idea is what matters. Exact definitions are in Yandex Help for reports.
Comparison logic (schema, not a weight price list)
| Situation | Raw CTR | wCTR logic |
|---|---|---|
| Highest slot, lots of attention | Often higher | Normalization removes the position bonus |
| Lower, less traffic | Often lower | Can win if people click more willingly |
| Different formats | Hard to compare head-on | Use wCTR + conversions |
When to use wCTR in practice
A/B tests of copy and sitelinks, comparing groups on overlapping queries, judging whether a bid push for volume is worth it. Final decisions still need conversions, CPA, and lead quality.
Don’t optimize the account for wCTR alone: you can grow click-through and waste budget on cheap curious clicks.
Workflow:
- build a report by ads or groups
- add CTR, wCTR, spend, conversions
- cut small stats
- keep 1–2 copy hypotheses
- check the landing and CPA
Linking to ROI and reports
wCTR answers: “how well the ad hooks, adjusted for placement.” ROI, ROMI, and CPA answer: “is it worth the money.” Use both layers.
In the Report Wizard combine slices: campaign, group, ad, show condition. Fix a period with comparable data volume.
Takeaways
Weighted CTR exists so you don’t crown a creative only for a higher position. Traffic volume is about show potential, not profit.
Check column names in current Direct and always take the conclusion to conversions.
FAQ
How is wCTR better than raw CTR?
It normalizes impressions by position and traffic-volume value. Easier to compare creatives that ran in different places.
Does wCTR replace CPA?
No. wCTR is click-through rate with a position correction. Money and leads come from conversions and goal cost.
What is traffic volume?
An estimate of how much relative traffic a position or block delivers. Raising a bid can lift volume — that’s potential, not a lead guarantee.
Is it search-only?
Weighting helps most in search with different positions. In networks, also compare placements and show conditions.
Where do you see the metrics?
In Yandex Direct’s Report Wizard — add the columns. Names may have changed; look for weighted CTR and related metrics.
Crowning creatives by raw CTR while top positions inflate the score?
We’ll add weighted CTR next to conversions so you compare ads fairly — and still decide by CPA, not clicks alone.
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