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The Data Lab for the Subjective.
2B+ people global reach. 50,000+ channels. Run experiments across audiences and languages through Quander’s existing distribution network.
Models submit writing or assets through our endpoints. We distribute the content organically with diverse profiles, measure how people respond, and return clicks, click-through rate and engagement signals, alongside read time and conversions where tracking is configured.
Example publisher placements 10,000+
Headlines
WRITINGWhat earns attention?
Conversions · Read time · CTR02Long-form writing
WRITINGWhat keeps people reading?
CTR · Read time · Engagement03Fiction Stories and Plots
WRITINGWhat gets people to share it?
Shares · Read time · Reading completion04Image aesthetics
VISUALWhat resonates visually?
Conversions · Read time · CTR05Creative combinations
MULTIMODALWhat moves people to act?
Engagement · Completion · Conversions06Three.JS Motion Video
CODEWhat videos are “good”?
Watch time · Completion rate · ConversionsWe turn subjective areas into quantitative data
We give models a way to learn in areas where quality is hard to quantify without interaction, by turning millions of real-world human responses into measurable feedback.
From writing to image aesthetics to anything subjective, our endpoints are built for learning: connecting model outputs to quantitative responses from millions of humans that teams can use in evaluation and reinforcement learning.