AI · alternatives · 2026
24 alternatives to LiftIgniter
Machine learning recommendation and discovery
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. LiftIgniter launched in 2016; newer entries below may have overtaken it.
- 1
PredictionIO▲172Open source machine learning to predict/learn user behavior
2014 · prediction.io · its alternatives →
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MaestroIQ▲791st Recommendation Engine for Customer Experience Management
2015 · maestroqa.com · its alternatives →
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Contextual machine learning content recommender & scheduler
2014 · intellibutler.com · its alternatives →
- 9
A restaurant finding app built for the web
2016 · theinfatuation.com · its alternatives →
- 10
Open source recommendation engine on Spark + Elasticsearch
2015 · templates.prediction.io · its alternatives →
- 11
Guesswork▲97Product recommendation engine for first time buyers
2014 · guesswork.co · its alternatives →
- 12
Open-source machine learning library by Google
2018 · tensorflow.org · its alternatives →
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Gleam.io▲85A metrics focused competition tool to drive user engagement
2014 · gleam.io · its alternatives →
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The power to predict who will click, buy, lie, or die
2016 · amazon.com · its alternatives →
- 20
A brief introduction to Machine Learning
2015 · its alternatives →
- 21
The only shortcut David's learned after 5 startups? Learning
2016 · soundcloud.com · its alternatives →
- 22
A classic book for web analytics geeks
2015 · amazon.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →