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প্লাগইন

Fiera Incrementality

Incrementality tests for ads

প্লাগইন ইনস্টল করুন

Measure whether your ads drive results that would not have happened anyway. Fiera Incrementality helps paid media teams choose the right test, design it, and read it: - Planner: turns a question (is brand search incremental? should we cut Meta prospecting?) into a test plan. Recommends the platform's own lift study when one is available, a geo experiment when channels must be compared on business data, and a switchback or a directional before/after read when nothing else is possible. - Geo test design: from a CSV of KPI by region and day, picks treated regions by stratified randomization, estimates the minimum detectable effect on held-out history, the test length and the cost, and writes a plan to approve before launch. - Geo test readout: estimates the effect with two methods (time-based regression and synthetic control), intervals from placebo tests, incremental CPA and ROAS, and robustness checks. - Quick incrementality: a directional read on a pause or budget change, compared with several baselines and their normal noise, plus switchback analysis for single markets. - Lift result review: an independent check of a lift study, vendor test or internal claim. Results feed attribution (incrementality factors) and marketing mix models (Meridian, Robyn, PyMC-Marketing) as calibration. Methods follow the published work behind Google's TBR and Meridian GeoX, Meta's GeoLift and the synthetic control literature, with sources cited in the skills. The analysis runs in a bundled Python script on the data you upload. It is calibrated on simulated panels: false positive rate in A/A tests, coverage of the true effect, and power at the predicted detectable effect. Intended for performance marketing, growth and analytics teams. Limits: results are as good as the KPI data you provide; directional methods are labeled as such and do not prove causation; platform lift studies are run in the ad platform, not by this plugin.

দক্ষতা

তথ্য

সুবিধাসমূহ
Recommend an incrementality method for a channel and decision, Design geo experiments with power analysis, Analyze geo experiments with placebo-based intervals, Directional before/after and switchback analysis, Review lift study results
ডেভেলপার
Fiera
বিভাগ
Data & Analytics
ওয়েবসাইট
সংস্করণ
1.0.0
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