Rather than layering AI onto legacy methods, we designed an AI-native "insight factory" from the ground up — combining first-party and zero-party data with advanced language models to decode modern culture.
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Occam's human database draws on live data from 270 million people. Instead of static panels, we use quick, intuitive engagements that keep people connected. Profiles are continuously verified and refreshed across hundreds of attributes, delivering a living view of human sentiment.
All data comes from opted-in individuals, ensuring authenticity and compliance.
We engage 7,000–10,000 people per day across hundreds of topics.
Personality, preferences, intentions, and motivations — not just transactions.
Brands, investors, and advisors can activate targeted or custom segments without building their own panel.
Proprietary models power every stage — from data capture to insight — interpreting content, sentiment, and cultural signals.
Concise tasks and conversations capture qualitative and quantitative signals traditional surveys miss.
Dynamic behavioral and attitudinal segmentation delivers predictive, hyper-relevant insight.
Insights evolve in real time as markets, sentiment and behavior shift, giving you a fresh pulse on what matters.
Access 5,000+ ready-to-use datasets covering consumer sentiment, company and macro trends, NPS, NPI, market share, and buyer behavior — fully visualized and demographically segmented.
Engaging with 7,000–10,000 people daily to answer your most pressing questions
Continuous purchase-intent tracking across hundreds of brands
Longitudinal purchase/consumption/use behavior across 11 main categories and 65 subcategories
Monthly Net Promoter Scores for hundreds companies
Sentiment trackers and macroeconomic indicators with data modeled predictions
Years of longitudinal data with deep cross-tabulation capabilities

AI-driven dialogue engages respondents in real time, interpreting free-text answers and generating dynamic follow-ups — like hundreds of expert interviewers at once.

Test messaging and concepts across text, images, and video through one-to-one AI-moderated conversations — quantified at scale.
Bring unstructured data and let Occam models convert it into actionable intelligence.
Daily sentiment trackers reveal inflection points ahead of consensus.

Use our AI research co-pilot to design precise studies across brands, markets, and competitors.

Purpose-trained LLMs conduct adaptive, open-ended conversations to clarify intent, likelihood to vote, and the underlying "why."
Occam connects you to the right people — faster and with continuity. Where traditional research delivers snapshots, Occam delivers verified signals linked over time. With clean identity resolution and a longitudinal data foundation, you get richer profiles, sharper targeting, and insights you can trust.
Define profiles using existing or new attributes within Occam's taxonomy.
Each low-incidence professionals beyond expert networks using Occam's proprietary database of 50M+ executives across 22M businesses.
Define profiles using existing or new attributes within Occam's taxonomy.
From boardrooms to campaign war rooms, decisions demand foresight—not hindsight. Occam's industry-specific solutions translate live human data into clear, actionable intelligence—built for speed, credibility, and impact.
Each week, Occam cuts through the noise to surface one signal that actually matters. Chart of the Week highlights a real-time shift in consumer, voter, or market sentiment, often days or weeks before it shows up in headlines, earnings calls, or official data releases. Powered by always-on, identity-verified human data, these charts aren’t commentary or hindsight—they’re early warnings. If you want to know what’s changing before the market reacts, this is where you look first.
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Change Waits For Nobody, Move Now