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79-chain monitored consumer universe

We monitor 79 consumer chains across restaurants, grocery, retail, pharmacy, banking, telecom, hospitality, and more. Early Access gives you a paid 5-chain dataset preview selected from this monitored universe and confirmed before delivery.

Early Access truth: No-text evidence rows, sentiment fields, source/cadence attribution, aggregates, and freshness manifest are included. API access and raw review-text license are not included. Early Access is not all 79 chains.

Monitored universe by category

RestaurantsMcDonald's, Starbucks, KFC
GroceryAldi, Lidl, Walmart
RetailZara, H&M, Best Buy
PharmacyCVS, Walgreens
TelecomVerizon, AT&T
BankingBank of America
HospitalityHilton, Marriott
ChainReviewsLocationsRatingReview Trend
McDonald's fast food 67,268 1,921 2.9 Stable Burger King fast food 61,166 1,637 3.5 Improving Starbucks coffee 60,771 1,793 3.4 Stable KFC fast food 40,934 1,556 3.2 Stable Domino's fast food 38,617 1,670 3.0 Stable Subway fast food 33,643 2,034 3.1 Stable Pizza Hut fast food 29,693 1,327 3.5 Improving Applebee's casual dining 24,361 223 3.7 Stable Taco Bell fast food 19,873 924 3.1 Stable Hilton hotel 18,442 61 3.7 Stable Dunkin' coffee 18,270 832 3.3 Stable Marriott hotel 16,177 60 3.9 Stable Zara fashion 12,683 58 3.0 Stable Chipotle casual dining 12,157 662 2.8 Stable Sephora beauty 10,910 59 3.9 Improving H&M fashion 7,360 57 3.8 Stable IHOP casual dining 5,023 233 4.2 Improving Walgreens drugstore 4,632 463 2.3 Stable Denny's casual dining 4,503 228 4.0 Improving TGI Friday's casual dining 3,916 69 4.2 Stable Whole Foods Market grocery 3,779 45 3.9 Stable Olive Garden casual dining 3,692 230 4.0 Improving CVS drugstore 3,035 586 2.7 Stable Wendy's fast food 2,886 69 3.1 Stable Buffalo Wild Wings casual dining 2,751 221 2.7 Stable Trader Joe's grocery 2,593 50 4.5 Improving Shake Shack fast food 2,567 40 4.1 Stable Chili's casual dining 2,544 241 3.8 Improving Popeyes fast food 2,098 48 3.5 Stable Five Guys fast food 2,067 17 3.6 Stable Chick-fil-A fast food 2,026 16 3.8 Stable Cracker Barrel casual dining 1,970 155 4.2 Improving Panera Bread casual dining 1,935 29 3.0 Stable Costco retail 1,856 42 3.5 Stable Hyatt hotel 1,729 13 3.8 Stable Whataburger fast food 1,648 10 4.0 Stable The Cheesecake Factory casual dining 1,646 29 3.5 Stable Outback Steakhouse casual dining 1,619 117 4.2 Improving Kroger grocery 1,610 52 3.1 Stable Jack in the Box fast food 1,527 40 3.1 Stable Walmart retail 1,492 42 2.9 Stable Apple Store electronics 1,492 18 3.7 Improving In-N-Out Burger fast food 1,398 20 4.5 Stable Tim Hortons coffee 1,373 38 3.4 Stable Jersey Mike's fast food 1,267 53 3.9 Improving Papa John's fast food 1,208 58 3.0 Stable Publix grocery 1,186 41 4.0 Improving Arby's fast food 1,181 9 3.8 Stable Panda Express fast food 1,167 35 3.5 Stable Best Buy retail 1,153 19 3.7 Stable Red Lobster casual dining 1,135 24 4.3 Improving H-E-B grocery 1,127 39 3.9 Stable Qdoba fast food 982 14 4.2 Stable Guzman y Gomez fast food 943 31 3.9 Stable Petco pet 920 14 3.8 Stable Texas Roadhouse casual dining 902 45 4.0 Improving 7-Eleven convenience 872 52 2.5 Pressure Hungry Jack's fast food 711 51 2.8 Stable AT&T telecom 685 25 4.1 Improving Rite Aid drugstore 671 41 3.3 Stable LA Fitness fitness 668 9 3.4 Stable Wingstop fast food 667 26 3.6 Stable Zambrero fast food 611 23 3.8 Stable Capital One bank 562 21 3.6 Improving Boots drugstore 560 15 4.1 Improving Krispy Kreme fast food 537 29 4.2 Improving Baskin-Robbins dessert 515 34 3.2 Improving Safeway grocery 505 41 3.3 Improving Wegmans grocery 442 16 4.1 Improving Bank of America bank 436 24 3.5 Improving Sonic fast food 424 11 3.1 Stable Target retail 419 7 1.9 Pressure Carl's Jr. fast food 403 15 3.5 Stable Verizon telecom 361 14 4.0 Improving Citibank bank 264 14 2.7 Stable Aldi grocery 223 11 3.8 Improving NORDSEE fast food 216 21 3.2 Improving Cold Stone Creamery dessert 175 15 3.6 Improving Lidl grocery 85 2 1.9 Pressure

Start Early Access with a 5-chain dataset preview selected from the monitored universe, sentiment fields, source attribution, and freshness manifest. No API is included. Start Data Preview