People shop around when they buy online, so you need to ‘attribute’ (value) each click, to avoid wasting marketing money and missing opportunities. Imagine if you could correctly value every click and every marketing channel in the journey based on how it changes the probability of sale?
Accurate attribution using custom machine learning is our speciality since Metageni founder Gabriel Hughes developed the original positional attribution modelling tool in Google Analytics, while he was at Google.
Since then ‘data-driven’ models have become possible but the challenge is making sure these are relevant to your business, and not just a one size fits all black box model. Your attribution model is unique.
We use your first party analytics data to analyse all clicks to your site, so can include paid and organic search, social platforms, affiliates, email, video – indeed any visit to sale driver available. If you are not sure what we can measure, just ask: this is a custom build model.
Do you know how accurate your attribution model is? Our models have high levels of objective accuracy measured on hold out samples, so you can see if yourself how good the model is, and reallocate your marketing spend with confidence.
Attribution by device leveraging your own tracking and our cross device inference model
Most attribution models treat all customers and purchases the same, which makes no sense. Adding in your customer and product data makes your attribution models even more accurate and yields valuable insights, so you can better understand how to target your marketing to different groups of potential buyers.
If you track call centre sales, we can attribute these just as well as ecommerce transactions, and have worked with most of the major call tracking providers.
This is machine learning but not ‘black box’ modelling. Metageni have developed an approach that translates your custom model into a set of rules so you can see not just how much value marketing drives, but how and why it does this, so you have deep insight into your marketing effectiveness.
We use custom machine learning trained on your data so you measure without relying on media tech platforms or agencies to ‘mark their own homework’. This gives you confindence to invest your marketing budgets wisely.
We can run the model reports through our in house reporting system or you can use ours. We can also make attributed visit level signals available for your marketing tools such automated bidding. We can produce dynamic reports for any of the major visualisation tools and will create custom reports your business as needed, so you have exactly the data you need to take action.
Data-driven marketing attribution
Predict and optimise who will buy optimisation
Econometric marketing mix models
We’d love to hear from you For more information on any of our products please get in touch firstname.lastname@example.org
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