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AI CONVERSATION ANALYSIS

AI Search Intelligence

See how your brand, product, or industry appears across nearly 90,000 real AI conversations

Steeped AI has curated a privacy-preserving dataset of 88,928 public English-language AI conversations. Across 782,972 individual user and AI messages, the dataset reveals how people search, compare products, solve problems, and make decisions with today's leading AI assistants.

These conversations provide a unique view into emerging customer needs, purchase journeys, and AI-driven behaviors. Discover new marketing messages that resonate (including for competitors) and uncover product opportunities hiding in plain sight. Identify the questions, comparisons, and use cases shaping how customers interact with your brand in the age of AI.

DISCOVER
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most surprising valuesmost predictive insights
Shopping user intents of iPhone AI chats?|
Find Insights
• 17% of "iPhone shopping intent" records were "comparison shopping"
• 9% of "iPhone shopping intent" records were "feature lookups"

Insights Behind AI

The dataset spans conversations from ChatGPT, Gemini, Grok, and Perplexity, each with distinct user behaviors and AI response patterns. Compare how people search, ask questions, and evaluate products across AI platforms, industries, and competitors to uncover insights that would be otherwise invisible. Every meaningful pairing of columns is calculated in advance with deterministic math, so platform against industry against intent is already computed rather than something you have to go and build.

Base Column
platform ▾
Value Column
Select an option ▾
Base Column platform ×Value Column ×
92%ofplatform=chatgpt
select for report
surprising score
100%
chatgpt count
3023
total count
3286
see examples
6%ofplatform=gemini
select for report
surprising score
78%
gemini count
181
total count
3286
see examples

Uncover Aggregate User Intents

Steeped AI's AI topic mapping transforms thousands of conversations into precise, customizable concepts that can be quantified, filtered, and analyzed. Explore how user intent and AI responses align, or diverge, and uncover patterns that traditional keyword searches can't reveal.

Unlimited Reports On Findings

Support every team with insights tailored to their goals surrounding AI. From product development to marketing, Steeped AI helps you create focused AI explorations and custom reports that surface the insights each stakeholder needs, in minutes, not weeks. Each claim in those reports carries a numbered citation back to the metric behind it, and the raw findings export alongside so the next stakeholder question already has an answer waiting.

AI Report
AI Usage Patterns in YouTube-Related Conversations
This report examines key patterns from AI exchanges where YouTube was mentioned, revealing trends in platform usage, user intent, and content focus.
ChatGPT dominates as the platform of choice, with 92% of platform records attributed to it.1 This extends to 88% of list suggestion interactions2 and 83% of market research interactions on ChatGPT.3
Marketing emerges as a recurring theme. It accounts for 32% of revenue optimization records,4 31% of market research5 and content strategy records,6 dropping to 7% of list suggestion7 and 6% of context source records.8

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.