>>> PRESS_RELEASE
MFOUR ADDS ANOTHER 1M+ CHATGPT CONVERSATIONS LAST MONTH, EXTENDING FULL CONSUMER JOURNEY VISIBILITY|||MFOUR ADDS ANOTHER 1M+ CHATGPT CONVERSATIONS LAST MONTH, EXTENDING FULL CONSUMER JOURNEY VISIBILITY|||
Behavioral data sources

Every signal, connected to one consumer.

App, web, location, media, purchase, and AI search — collected first-party from opt-in U.S. consumers and resolved to a single validated identity.

4B+ signals / mo100% opt-in
Live ingestionstreaming
Location
App·Web
Media
Purchase
Social
AI
One consumer recordpanelist_id · 6679936
panelist_id6679936
profileF · 34 · Caucasian
marketTOLEDO DMA
linked11 datasets
Six sources · one validated identity
Dataset overview

Every dataset, one connected panel.

11 datasets · joined on PANELIST_ID · expand for sample data
Demographics
Append · all productspanelist-levelMar 2021

Age, gender, ethnicity, geography, income, household and more — linked to each panelist and included with every product.

Attributes
AgeGenderEthnicityIncomeEducationGeographyHousehold
Preview sample data
Gen AI LLM: ChatGPT
iOS + Androidconversation-levelFull history

Full-history ChatGPT conversations — user prompts, AI responses, and every citation utilized — showing how AI shapes brand discovery and purchase decisions. Account-level, cross-device coverage.

Signal types
Brand discoveryComparisonProduct researchHow-to
Preview sample data
App
iOS + Androidsession-levelSep 2020

App usage tracked at the domain level — open/close events, session duration, and frequency of use, with bundle ID and category per session.

Captured
App nameBundle IDCategoryDurationiOS + Android
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Web
iOS + Androidsession-levelSep 2020

Mobile web clickstream — page domain and full URL (domain-only on iOS), the referrer chain, search terms, and category.

Captured
Page domainFull URLSearch termReferrerCategory
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Media
Android onlysession-levelSep 2020

In-app and mobile-web streaming actions inside YouTube, Netflix, Amazon Prime and Disney+ — series/episode, ad flag, category, and watch duration.

Services
YouTubeNetflixAmazon PrimeDisney+
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AudioPlayer
Android onlysession-levelSep 2020

In-app and mobile-web audio streaming inside Spotify, Pandora, iHeart and other audio apps — track or podcast, artist, album, and listen duration.

Services
SpotifyPandoraiHeartRadioYouTube MusicApple MusicAmazon Prime MusicSoundCloudCastboxPocket CastsLuminaryGoogle Play Books
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Brick + Mortar: Visits
iOS + Androidvisit-levelSep 2019

Location visitation data including address, latitude/longitude, business name, entry/exit timestamps, and dwell time across 750,000+ tracked commercial locations nationwide. Trade zone analysis ready through home and office lat/lon data.

Captured
VenueCategoryCoordinatesCity / StateDwell time
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Social Ads
Android onlyimpression-levelMay 2024

In-app social media advertising exposure inside Facebook, Instagram, X and TikTok — advertiser, promotion type, and exposure duration. Ads between Instagram Stories are not currently supported.

Platforms
FacebookInstagramXTikTok
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Third-Party Ordering
Android onlyorder-levelMay 2025

DoorDash and Uber Eats transaction history — platform, order frequency, spend, cuisine category, and fulfillment detail.

Services
DoorDashUber Eats
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Purchase
iOS + Androidreceipt + line-itemJan 2021

Transaction-level consumer purchases captured via e-receipts and directly from Amazon accounts — both receipt-level data (store, timestamp, total spend) and line-item detail (product, quantity, pricing and discounts), joined on RECEIPT_ID.

Captured
E-ReceiptsAmazon accountStoreTotal spendProductQuantityUnit priceDiscount
Preview sample data
Psychographics
iOS + Androidpanelist-levelMar 2021

Attitudes, opinions, and intent — from recurring monthly surveys.

Captured
AttitudesOpinionsIntentBrand affinityLifestyle
Preview sample data
Sample records4 rows · 5 fields · illustrative
PANELIST_ID
numeric
DIMENSION
text
RESPONSE
text
SCALE
categorical
SURVEYED_AT
datetime
6679936purchase_intentLikely to buy EVAgree2026-06-01 10:14
6680048brand_affinityPrefers store brandsStrongly agree2026-06-01 14:32
6681311lifestyleHealth-consciousAgree2026-06-01 09:05
6680350opinionOptimistic on economyNeutral2026-06-01 17:48
PANELIST_IDEvery dataset joins on one key — location, app, web, media, purchase and AI search all resolve to the same validated panelist.