AI Topic Mapping

Transform any long-form text into precise, measurable concepts.

Clothing Reviews

Zipper is fine until the jacket gets cold
Dress buttons fall off after drying
Overall clasps unhook when bending over
Steeped AI

Aggregate Findings

37% of hardware failures were from fasteners
19% of fastener failures were temperature dependent
11% of fastener failures were movement dependent

HOW IT WORKS

Why Steeped AI's Topic Mapping is Different

SELF LEARNING

Self Learning

No concept goes unnoticed. Advanced natural language processing, statistical analysis, and machine learning examine your text from every angle, uncovering nuanced concepts that traditional topic modeling and keyword matching miss.

TAILOR-MADE

Tailor-made

Prioritize the concepts that matter most to you. Need to identify comparison shopping, gift-buying intent, passive-aggressive frustration, or quality concerns that only appear after repeated use? Custom concepts become first-class topics that can be searched, quantified, and analyzed.

ACCURATE + CONSISTENT

Accurate + Consistent

Built for consistency, not one-off AI guesses. Multiple transformer models, machine learning, and statistical validation work together to score every concept consistently. Independent AI systems continuously evaluate and improve each other's results for your dataset.

The insights are already in your data.

Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.