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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
Burger King fast food 106,927 1,641 3.5 Stable McDonald's fast food 105,487 1,935 2.9 Stable Starbucks coffee 90,616 1,807 3.5 Stable KFC fast food 86,876 1,559 3.5 Stable Domino's fast food 58,353 1,672 3.1 Stable Subway fast food 57,971 2,049 3.4 Stable Pizza Hut fast food 53,176 1,331 3.8 Stable Taco Bell fast food 37,831 927 3.3 Stable IHOP casual dining 31,851 233 4.7 Improving Applebee's casual dining 31,567 223 3.8 Stable Dunkin' coffee 29,757 839 3.4 Stable Hilton hotel 22,028 61 3.7 Stable Denny's casual dining 20,517 228 4.5 Improving Marriott hotel 18,110 60 3.9 Stable Chipotle casual dining 15,390 662 2.8 Stable Red Lobster casual dining 12,914 56 4.6 Stable Zara fashion 12,866 58 3.0 Stable Sephora beauty 11,416 59 3.9 Improving TGI Friday's casual dining 10,432 109 4.2 Stable CVS drugstore 8,126 778 2.9 Stable Shake Shack fast food 8,113 74 4.3 Stable Cracker Barrel casual dining 7,999 155 4.2 Stable H&M fashion 7,620 57 3.8 Stable Chili's casual dining 7,389 241 4.0 Stable Olive Garden casual dining 7,322 230 4.1 Improving In-N-Out Burger fast food 6,978 59 4.5 Stable Costco retail 6,970 83 3.8 Stable Outback Steakhouse casual dining 6,963 138 4.3 Improving Whole Foods Market grocery 6,529 56 4.0 Stable Publix grocery 6,350 136 4.0 Stable Hyatt hotel 6,166 51 3.9 Stable Five Guys fast food 6,164 65 3.8 Stable Kroger grocery 5,997 142 3.5 Stable H-E-B grocery 5,560 105 4.0 Stable Buffalo Wild Wings casual dining 5,303 221 2.7 Stable Walgreens drugstore 5,113 463 2.3 Stable Wendy's fast food 5,067 96 3.3 Stable Panda Express fast food 4,826 84 3.8 Stable Chick-fil-A fast food 4,786 74 3.7 Stable Trader Joe's grocery 4,596 59 4.5 Improving AT&T telecom 4,197 78 4.4 Improving Best Buy retail 4,038 94 3.6 Stable Apple Store electronics 4,033 73 3.4 Stable Panera Bread casual dining 3,815 95 3.1 Stable Popeyes fast food 3,764 48 3.8 Stable Jersey Mike's fast food 3,638 97 3.8 Stable Safeway grocery 3,595 129 3.7 Stable Wingstop fast food 3,580 63 4.0 Stable Texas Roadhouse casual dining 3,289 57 4.2 Stable Qdoba fast food 3,263 25 4.4 Stable Lidl grocery 3,192 42 3.5 Stable Whataburger fast food 3,160 24 4.2 Stable Verizon telecom 2,765 60 4.4 Improving Papa John's fast food 2,663 101 3.2 Stable Petco pet 2,644 36 3.8 Stable Boots drugstore 2,576 67 4.4 Improving LA Fitness fitness 2,561 30 3.6 Stable Jack in the Box fast food 2,488 65 3.1 Stable Tim Hortons coffee 2,272 38 3.7 Stable Guzman y Gomez fast food 2,100 31 4.1 Stable The Cheesecake Factory casual dining 1,992 29 3.5 Stable Rite Aid drugstore 1,843 84 3.4 Stable Walmart retail 1,689 42 3.0 Stable Capital One bank 1,473 49 3.3 Stable Arby's fast food 1,333 13 3.8 Stable Bank of America bank 1,310 90 3.2 Stable Hungry Jack's fast food 1,207 51 2.9 Stable 7-Eleven convenience 1,078 52 2.5 Pressure Zambrero fast food 1,031 23 3.6 Stable Krispy Kreme fast food 926 30 4.1 Stable Sonic fast food 909 24 2.9 Stable Citibank bank 879 67 2.9 Stable Wegmans grocery 829 17 3.8 Stable Carl's Jr. fast food 756 15 3.4 Stable Baskin-Robbins dessert 610 34 3.3 Improving Target retail 419 7 1.9 Pressure NORDSEE fast food 330 21 3.0 Improving Cold Stone Creamery dessert 246 15 4.0 Improving Aldi grocery 223 11 3.8 Improving

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