Agent Readiness Leaderboard
We scanned 250 top e-commerce brands across 10 industries. Here's how they rank on AI agent readiness — from structured data to MCP server support.
243
Sites Ranked
36/100
Avg Score
68/100
Highest
0/100
Lowest
| # | Brand | Score | Grade |
|---|---|---|---|
| 1 | Lemonade | 68/100 | B |
| 2 | Fetch | 66/100 | B |
| 3 | Noom | 63/100 | B |
| 4 | Prettyplease | 62/100 | B |
| 5 | Nanit | 60/100 | B |
| 6 | Casper | 60/100 | B |
| 7 | Logitech | 58/100 | C |
| 8 | Honest | 57/100 | C |
| 9 | Bose | 57/100 | C |
| 10 | Daily Harvest | 57/100 | C |
| 11 | Mindbody | 57/100 | C |
| 12 | Valentino | 57/100 | C |
| 13 | Everlane | 56/100 | C |
| 14 | Fashion Nova | 56/100 | C |
| 15 | Article | 56/100 | C |
| 16 | Fjallraven | 56/100 | C |
| 17 | Stella & Chewy's | 56/100 | C |
| 18 | Monica + Andy | 55/100 | C |
| 19 | KIND Snacks | 55/100 | C |
| 20 | Whoop | 55/100 | C |
| 21 | The Farmer's Dog | 55/100 | C |
| 22 | Hellobello | 54/100 | C |
| 23 | Razer | 54/100 | C |
| 24 | Ro | 54/100 | C |
| 25 | Headspace | 54/100 | C |
| 26 | Fitbit | 54/100 | C |
| 27 | Breitling | 54/100 | C |
| 28 | Salomon | 54/100 | C |
| 29 | Mammut | 54/100 | C |
| 30 | Ollie | 54/100 | C |
| 31 | Primary | 53/100 | C |
| 32 | Uppababy | 53/100 | C |
| 33 | Newtonbaby | 53/100 | C |
| 34 | Owletcare | 53/100 | C |
| 35 | Mushie | 53/100 | C |
| 36 | Little Unicorn | 53/100 | C |
| 37 | Fentybeauty | 53/100 | C |
| 38 | Dermalogica | 53/100 | C |
| 39 | Summer Fridays | 53/100 | C |
| 40 | Milk Makeup | 53/100 | C |
| 41 | Hungryroot | 53/100 | C |
| 42 | Athletic Brewing | 53/100 | C |
| 43 | Olipop | 53/100 | C |
| 44 | Partake Foods | 53/100 | C |
| 45 | Therabody | 53/100 | C |
| 46 | Tonal | 53/100 | C |
| 47 | Brooklinen | 53/100 | C |
| 48 | Tuft & Needle | 53/100 | C |
| 49 | Arhaus | 53/100 | C |
| 50 | Cotopaxi | 53/100 | C |
| 51 | Black Diamond | 53/100 | C |
| 52 | Kuhl | 53/100 | C |
| 53 | Open Farm | 53/100 | C |
| 54 | Wildone | 53/100 | C |
| 55 | West Paw | 53/100 | C |
| 56 | Diggs | 53/100 | C |
| 57 | Ziwipets | 53/100 | C |
| 58 | Dell | 52/100 | C |
| 59 | Anker | 52/100 | C |
| 60 | Toryburch | 52/100 | C |
| 61 | Kyte | 51/100 | C |
| 62 | Babylist | 51/100 | C |
| 63 | Babybjorn | 51/100 | C |
| 64 | Lg | 51/100 | C |
| 65 | Nike | 51/100 | C |
| 66 | PrettyLittleThing | 51/100 | C |
| 67 | Room & Board | 51/100 | C |
| 68 | Bugaboo | 50/100 | C |
| 69 | Cerave | 50/100 | C |
| 70 | Fresh | 50/100 | C |
| 71 | Newegg | 50/100 | C |
| 72 | Boohoo | 50/100 | C |
| 73 | Ikea | 50/100 | C |
| 74 | Bottega Veneta | 50/100 | C |
| 75 | Brooks | 50/100 | C |
| 76 | Asics | 50/100 | C |
| 77 | Under Armour | 50/100 | C |
| 78 | Just Food for Dogs | 50/100 | C |
| 79 | Little Sleepies | 49/100 | C |
| 80 | Supergoop | 49/100 | C |
| 81 | Apple | 49/100 | C |
| 82 | Asus | 49/100 | C |
| 83 | Ralph Lauren | 49/100 | C |
| 84 | Bonobos | 49/100 | C |
| 85 | Thrive Market | 49/100 | C |
| 86 | Liquid I.V. | 49/100 | C |
| 87 | Ritual | 49/100 | C |
| 88 | Maxbone | 48/100 | C |
| 89 | Urban Outfitters | 47/100 | C |
| 90 | Anthropologie | 47/100 | C |
| 91 | Merrell | 47/100 | C |
| 92 | On | 47/100 | C |
| 93 | Samsung | 46/100 | C |
| 94 | Belkin | 46/100 | C |
| 95 | Reformation | 46/100 | C |
| 96 | Abercrombie | 46/100 | C |
| 97 | Withings | 46/100 | C |
| 98 | Target | 46/100 | C |
| 99 | Ssense | 46/100 | C |
| 100 | Arcteryx | 46/100 | C |
| 101 | Hp | 45/100 | C |
| 102 | Sonos | 45/100 | C |
| 103 | Gap | 45/100 | C |
| 104 | Allbirds | 45/100 | C |
| 105 | Peloton | 45/100 | C |
| 106 | Eight Sleep | 45/100 | C |
| 107 | Ethanallen | 45/100 | C |
| 108 | Columbia | 45/100 | C |
| 109 | Siete Foods | 44/100 | C |
| 110 | Petsmart | 44/100 | C |
| 111 | Lovevery | 43/100 | C |
| 112 | Dji | 43/100 | C |
| 113 | Shein | 43/100 | C |
| 114 | Hint Water | 43/100 | C |
| 115 | Sanzo | 43/100 | C |
| 116 | Magic Spoon | 43/100 | C |
| 117 | Everlywell | 43/100 | C |
| 118 | Prana | 43/100 | C |
| 119 | Hanna Andersson | 42/100 | C |
| 120 | Caldigit | 42/100 | C |
| 121 | Ruggable | 42/100 | C |
| 122 | Worldmarket | 42/100 | C |
| 123 | Glossier | 41/100 | C |
| 124 | Misfits Market | 41/100 | C |
| 125 | Ouraring | 41/100 | C |
| 126 | Paula's Choice | 40/100 | C |
| 127 | Nothing | 40/100 | C |
| 128 | Imperfect Foods | 40/100 | C |
| 129 | Calm | 40/100 | C |
| 130 | Petplate | 40/100 | C |
| 131 | Maisonette | 39/100 | D |
| 132 | Kiwico | 39/100 | D |
| 133 | Pottery Barn Kids | 39/100 | D |
| 134 | Ole Henriksen | 39/100 | D |
| 135 | Corsair | 39/100 | D |
| 136 | Garmin | 39/100 | D |
| 137 | Hellofresh | 39/100 | D |
| 138 | Westelm | 39/100 | D |
| 139 | Potterybarn | 39/100 | D |
| 140 | Loewe | 39/100 | D |
| 141 | Oneplus | 38/100 | D |
| 142 | Pawp | 38/100 | D |
| 143 | Poppi | 37/100 | D |
| 144 | Burrow | 37/100 | D |
| 145 | NARS | 35/100 | D |
| 146 | Benefit Cosmetics | 35/100 | D |
| 147 | MyFitnessPal | 35/100 | D |
| 148 | InsideTracker | 35/100 | D |
| 149 | Wagmo | 35/100 | D |
| 150 | Theordinary | 34/100 | D |
| 151 | Charlotte Tilbury | 33/100 | D |
| 152 | Keeps | 33/100 | D |
| 153 | Overstock | 33/100 | D |
| 154 | Burberry | 33/100 | D |
| 155 | Mytheresa | 33/100 | D |
| 156 | Patagonia | 30/100 | D |
| 157 | Steelseries | 29/100 | D |
| 158 | Smartwool | 27/100 | D |
| 159 | Freepeople | 25/100 | D |
| 160 | Omsom | 25/100 | D |
| 161 | Wayfair | 25/100 | D |
| 162 | Allmodern | 25/100 | D |
| 163 | Jossandmain | 25/100 | D |
| 164 | Yeti | 25/100 | D |
| 165 | Hermes | 24/100 | D |
| 166 | Ergobaby | 23/100 | D |
| 167 | Kiehls | 23/100 | D |
| 168 | La Roche-Posay | 23/100 | D |
| 169 | Nordstrom | 23/100 | D |
| 170 | Blue Bottle Coffee | 23/100 | D |
| 171 | Hims | 23/100 | D |
| 172 | Forhers | 23/100 | D |
| 173 | Seed | 23/100 | D |
| 174 | Classpass | 23/100 | D |
| 175 | Rolex | 23/100 | D |
| 176 | Hydro Flask | 23/100 | D |
| 177 | Marmot | 23/100 | D |
| 178 | Barkbox | 23/100 | D |
| 179 | Ag1 | 22/100 | D |
| 180 | Ghia | 22/100 | D |
| 181 | Louis Vuitton | 22/100 | D |
| 182 | Kong | 22/100 | D |
| 183 | Petco | 21/100 | D |
| 184 | Tatcha | 20/100 | D |
| 185 | Hydrow | 20/100 | D |
| 186 | Backcountry | 20/100 | D |
| 187 | Hoka | 20/100 | D |
| 188 | Embark | 20/100 | D |
| 189 | B&H Photo | 17/100 | F |
| 190 | Chewy | 17/100 | F |
| 191 | Rover | 17/100 | F |
| 192 | Crate & Kids | 16/100 | F |
| 193 | Sephora | 16/100 | F |
| 194 | Estee Lauder | 16/100 | F |
| 195 | Clinique | 16/100 | F |
| 196 | MAC Cosmetics | 16/100 | F |
| 197 | Origins | 16/100 | F |
| 198 | Zara | 16/100 | F |
| 199 | Madewell | 16/100 | F |
| 200 | Jcrew | 16/100 | F |
| 201 | Cb2 | 16/100 | F |
| 202 | Crate & Barrel | 16/100 | F |
| 203 | Havertys | 16/100 | F |
| 204 | Tiffany | 16/100 | F |
| 205 | Omega | 16/100 | F |
| 206 | Ferragamo | 16/100 | F |
| 207 | Rimowa | 16/100 | F |
| 208 | Celine | 16/100 | F |
| 209 | Chanel | 16/100 | F |
| 210 | Rei | 16/100 | F |
| 211 | The North Face | 16/100 | F |
| 212 | New Balance | 16/100 | F |
| 213 | Serena & Lily | 15/100 | F |
| 214 | Hyperice | 14/100 | F |
| 215 | Sony | 13/100 | F |
| 216 | RH | 13/100 | F |
| 217 | Dior | 13/100 | F |
| 218 | Doonausa | 11/100 | F |
| 219 | Tubby Todd | 0/100 | F |
| 220 | Goumi | 0/100 | F |
| 221 | Drunk Elephant | 0/100 | F |
| 222 | Rhode | 0/100 | F |
| 223 | Lenovo | 0/100 | F |
| 224 | Framework | 0/100 | F |
| 225 | H&M | 0/100 | F |
| 226 | Asos | 0/100 | F |
| 227 | Uniqlo | 0/100 | F |
| 228 | Lululemon | 0/100 | F |
| 229 | Revolve | 0/100 | F |
| 230 | Hu | 0/100 | F |
| 231 | AGS | 0/100 | F |
| 232 | Mudwtr | 0/100 | F |
| 233 | Rxbar | 0/100 | F |
| 234 | Levels | 0/100 | F |
| 235 | AG1 | 0/100 | F |
| 236 | Floyd | 0/100 | F |
| 237 | Saint Laurent | 0/100 | F |
| 238 | Montblanc | 0/100 | F |
| 239 | Net-a-Porter | 0/100 | F |
| 240 | Gucci | 0/100 | F |
| 241 | Prada | 0/100 | F |
| 242 | Fi | 0/100 | F |
| 243 | Tryfi | 0/100 | F |