# Oxford, GB businesses ranked by how well AI agents can use them

217 of 238 distinct business websites have been scanned. 15% of the scanned sites turn at least one AI crawler away at the edge. Grades: A 62, B 58, C 48, D 26, F 23.

| # | Business | Domain | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|---|
| 1 | Dishoom Permit Room | permitroom.co.uk | A 100% | HTML page | own site | open |
| 2 | Kebab King | oxfordkebabking.co.uk | A 100% | HTML page | own site | open |
| 3 | MOMO | momooxford.co.uk | A 100% | HTML page | own site | open |
| 4 | Oxford City Falafel | oxfordcityfalafel.co.uk | A 100% | HTML page | own site | open |
| 5 | Pizza Roma | pizza-roma.co.uk | A 100% | HTML page | own site | open |
| 6 | Shake Shack | shakeshack.co.uk | A 100% | HTML page | own site | open |
| 7 | Tsang's Kitchen | tsangskitchen.co.uk | A 100% | HTML page | own site | open |
| 8 | Za‘atar Bake | zaatarbake.co.uk | A 100% | HTML page | own site | open |
| 9 | Gusto | gustorestaurants.com | A 96.3% | HTML page | own site | open |
| 10 | Bangkok House | bangkokhouse.info | A 95.4% | HTML page | own site | open |
| 11 | Ethos Caffe | ethosbistro.co.uk | A 95.4% | HTML page | own site | open |
| 12 | FRESCO | frescooxford.co.uk | A 95.4% | HTML page | own site | open |
| 13 | Namaste Village Oxford | namastevillage.co.uk | A 95.4% | HTML page | own site | open |
| 14 | Salt & Vinegar | saltandvinegar.co | A 95.4% | HTML page | own site | open |
| 15 | Arbequina | arbequina.co.uk | A 93.8% | HTML page | own site | open |
| 16 | La Taberna | latabernaoxford.co.uk | A 92.3% | HTML page | own site | open |
| 17 | Marco Pierre White Steakhouse Bar & Grill | mpwrestaurants.co.uk | A 92.3% | HTML page | vendor on own site | open |
| 18 | Neds Noodle Bar | nedsnoodlebar.com | A 92.3% | HTML page | own site | open |
| 19 | Shezan Mughal Indian Restaurant | shezanoxford.co.uk | A 92.3% | HTML page | own site | open |
| 20 | Alice's Fish & Chips | alicesfishandchips.co.uk | A 90.8% | HTML page | own site | open |
| 21 | Cafe Spice | cafespiceoxford.co.uk | A 90.8% | HTML page | own site | open |
| 22 | Delight Kebab House | delightkebab.co.uk | A 90.8% | HTML page | own site | open |
| 23 | Iffley Kitchen | iffleykitchen.co.uk | A 90.8% | HTML page | own site | open |
| 24 | Jamal's | jamals-saffron.co.uk | A 90.8% | HTML page | own site | open |
| 25 | Jasmine and Olives | jasmineandolives.co.uk | A 90.8% | HTML page | own site | open |
| 26 | Jee Saheb | jeesaheb.co.uk | A 90.8% | HTML page | own site | open |
| 27 | Jin Jin Restaurant | jinjinchineserestaurant.co.uk | A 90.8% | HTML page | own site | open |
| 28 | Nawabi | nawabi.co.uk | A 90.8% | HTML page | own site | open |
| 29 | Oodles | oodleswok.co.uk | A 90.8% | HTML page | own site | open |
| 30 | The Olive Branch Cafe & Restaurant | theolivebranchoxford.co.uk | A 90.8% | HTML page | own site | open |
| 31 | Banana Tree | bananatree.co.uk | A 90% | HTML page | own site | open |
| 32 | Bella Italia | bellaitalia.co.uk | A 90% | HTML page | own site | open |
| 33 | Frankie & Benny's | frankieandbennys.com | A 90% | HTML page | own site | open |
| 34 | Wagamama | wagamama.com | A 90% | HTML page | own site | open |
| 35 | Zizzi | zizzi.co.uk | A 90% | HTML page | own site | open |
| 36 | Chiang Mai Kitchen | chiangmaikitchen.co.uk | A 89.2% | HTML page | own site | open |
| 37 | XI'AN | xianoxford.com | A 89.2% | HTML page | own site | open |
| 38 | Franco Manca | francomanca.co.uk | A 88.8% | HTML page | own site | open |
| 39 | PizzaExpress | pizzaexpress.com | A 87.9% | HTML page | own site | blocked |
| 40 | Bunny's Sandwich Shop | bunnysoxford.co.uk | A 87.7% | HTML page | own site | open |
| 41 | Kopitiam | kopitiamoxford.co.uk | A 87.7% | HTML page | own site | open |
| 42 | OXTWO | oxtwo.co.uk | A 87.7% | HTML page | own site | open |
| 43 | The Breakfast Club | thebreakfastclubcafes.com | A 87.7% | HTML page | own site | open |
| 44 | The Standard | standardoxford.com | A 87.7% | HTML page | own site | open |
| 45 | Sushi Daily | sushidaily.com | A 86.9% | HTML page | own site | open |
| 46 | Nando's | nandos.co.uk | A 86.3% | HTML page | own site | open |
| 47 | Pho | phocafe.co.uk | A 86.3% | HTML page | own site | open |
| 48 | Brasserie Blanc | brasserieblanc.com | A 86.2% | HTML page | own site | open |
| 49 | Dosa Darlings | dosadarlings.com | A 86.2% | HTML page | own site | open |
| 50 | Gee's | geesrestaurant.co.uk | A 86.2% | HTML page | own site | open |
| 51 | Giggling Squid | gigglingsquid.com | A 86.2% | HTML page | own site | open |
| 52 | Parsonage Grill | parsonagegrill.co.uk | A 86.2% | HTML page | own site | open |
| 53 | Pierre Victoire | pierrevictoire.co.uk | A 86.2% | HTML page | own site | open |
| 54 | Quod Restaurant & Bar | quod.co.uk | A 86.2% | HTML page | own site | open |
| 55 | The Coconut Tree | thecoconut-tree.com | A 86.2% | HTML page | own site | open |
| 56 | The Folly | the-folly.co.uk | A 86.2% | HTML page | own site | open |
| 57 | Victors Restaurant And Bar | victors.co.uk | A 86.2% | HTML page | own site | open |
| 58 | 7 Gates Damascus Cafe | 7gatesdamascuscafe.com | A 85.1% | HTML page | own site | blocked |
| 59 | Barton Chippy | bartonchippy.co.uk | A 85.1% | HTML page | own site | blocked |
| 60 | Heat Afro Lounge | heatafrolounge.co.uk | A 85.1% | HTML page | own site | blocked |
| 61 | Northway Pizza | northwaypizza.uk | A 85.1% | HTML page | own site | blocked |
| 62 | Piri Co | piricooxford.com | A 85.1% | HTML page | own site | blocked |
| 63 | Crosstown | crosstown.co.uk | B 84.6% | HTML page | own site | open |
| 64 | Little Four Seasons | fs-restaurants.co.uk | B 84.6% | HTML page | own site | open |
| 65 | YORI | yoriuk.com | B 84.6% | HTML page | own site | open |
| 66 | Krispy Kreme | krispykreme.co.uk | B 83.8% | HTML page | own site | open |
| 67 | ASK Italian | askitalian.co.uk | B 82.5% | HTML page | own site | open |
| 68 | Bodrum Restaurant & Takeaway | bodrumrestaurant.co.uk | B 81.5% | none | own site | open |
| 69 | The Ivy | ivycollection.com | B 81.5% | HTML page | marketplace | open |
| 70 | Côte Brasserie | cote.co.uk | B 81.3% | HTML page | own site | open |
| 71 | CurryDor | currydor.com | B 81.1% | HTML page | own site | blocked |
| 72 | Mario’s Pizzeria Trattoria | mariospizzaoxford.co.uk | B 80.5% | HTML page | own site | blocked |
| 73 | Browns | browns-restaurants.co.uk | B 79.5% | none | own site | blocked |
| 74 | Turtle Bay | turtlebay.co.uk | B 78.8% | HTML page | own site | open |
| 75 | Posh Fish | poshfish.com | B 78.5% | none | own site | open |
| 76 | Wasabi | uk.com | B 77.5% | HTML page | own site | open |
| 77 | Benito's | benitos.co.uk | B 76.9% | HTML page | vendor on own site | open |
| 78 | Cuttlefish | cuttlefishoxford.co.uk | B 76.9% | HTML page | marketplace | open |
| 79 | La Cucina | lacucinaoxford.co.uk | B 76.9% | HTML page | marketplace | open |
| 80 | Café Orient | squarespace.com | B 75% | elsewhere | vendor on own site | open |
| 81 | Slice & Dice | sliceanddice.uk | B 74.9% | PDF | own site | blocked |
| 82 | Mamma Mia | mammamiapizzeria.co.uk | B 74.3% | HTML page | own site | blocked |
| 83 | Burger King | burgerking.co.uk | B 73.8% | HTML page | own site | open |
| 84 | Burnout BBQ | burnoutbbq.co.uk | B 73.8% | HTML page | own site | open |
| 85 | Chez Mal | malmaison.com | B 73.8% | HTML page | own site | open |
| 86 | Dosa Park | dosapark.com | B 73.8% | HTML page | own site | open |
| 87 | Elaichai | elaichai.co.uk | B 73.8% | HTML page | own site | open |
| 88 | Five Akhis | fiveakhis.com | B 73.8% | HTML page | own site | open |
| 89 | Jake's | jakestakeaway.co.uk | B 73.8% | HTML page | own site | open |
| 90 | Kibou | kibou.co.uk | B 73.8% | HTML page | own site | open |
| 91 | La Smorfia | lasmorfiaoxford.com | B 73.8% | HTML page | own site | open |
| 92 | Lula’s | lulasethiopiancuisine.co.uk | B 73.8% | HTML page | own site | open |
| 93 | Oxford Kebab House | oxfordkebabhousepersiancuisine.co.uk | B 73.8% | HTML page | own site | open |
| 94 | Shanghai House | shanghaihouseox3.co.uk | B 73.8% | HTML page | own site | open |
| 95 | Six by Nico | sixbynico.co.uk | B 73.8% | none | own site | open |
| 96 | Spice Lounge | spiceloungeoxford.co.uk | B 73.8% | HTML page | own site | open |
| 97 | Sticks'n'Sushi | sticksnsushi.com | B 73.8% | HTML page | own site | open |
| 98 | Yummy | yummyoxford.co.uk | B 73.8% | HTML page | own site | open |
| 99 | Dirty Bones | dirty-bones.com | B 73.2% | HTML page | own site | blocked |
| 100 | 100% Pasta | 100percentpasta.com | B 72.3% | HTML page | own site | open |
| 101 | Al-Andalus | tapasoxford.co.uk | B 72.3% | HTML page | own site | open |
| 102 | Angrid Thai | angridthai.com | B 72.3% | HTML page | own site | open |
| 103 | Branca | branca.co.uk | B 72.3% | HTML page | own site | open |
| 104 | Chicken Cottage | chickencottage.com | B 72.3% | HTML page | own site | open |
| 105 | Chutneys Indian Brasserie | chutneysoxford.co.uk | B 72.3% | HTML page | own site | open |
| 106 | Edamamé | edamame.co.uk | B 72.3% | HTML page | own site | open |
| 107 | Hotspot Chinese Restaurant | hotspotchineserestaurant.co.uk | B 72.3% | HTML page | marketplace | open |
| 108 | Koto | kotorestaurant.co.uk | B 72.3% | HTML page | own site | open |
| 109 | Le Kesh | keshoxford.com | B 72.3% | HTML page | own site | open |
| 110 | Oxy Oriental | oxyoriental.co.uk | B 72.3% | HTML page | own site | open |
| 111 | Pret A Manger | pret.co.uk | B 72.3% | HTML page | own site | open |
| 112 | Ramen Kulture | ramenkulture.com | B 72.3% | HTML page | marketplace | open |
| 113 | Shiraz Restaurant | shirazpersian.co.uk | B 72.3% | HTML page | own site | open |
| 114 | Sichuan Grand | sichuangrand.com | B 72.3% | HTML page | own site | open |
| 115 | Sushi Corner | sushicorneroxford.co.uk | B 72.3% | HTML page | own site | open |
| 116 | Thaikhun | thaikhun.co.uk | B 72.3% | HTML page | own site | open |
| 117 | Herbies Pizza | herbiespizza.com | B 70.8% | HTML page | none | open |
| 118 | No.1 Ship Street | no1shipstreet.com | B 70.8% | HTML page | marketplace | open |
| 119 | Pepe's | pepes.co.uk | B 70.8% | HTML page | third party | open |
| 120 | Ramen Korner | ramenkorner.com | B 70.8% | HTML page | none | open |
| 121 | Caprinos Pizza | caprinospizza.co.uk | C 69.7% | HTML page | none | blocked |
| 122 | Asian Mama | asianmama.co | C 69.2% | none | none | open |
| 123 | Viny's Cafe | vinys-cafe.co.uk | C 69.2% | HTML page | none | open |
| 124 | Comptoir Libanais | comptoirlibanais.com | C 68.8% | HTML page | own site | blocked |
| 125 | Joe's | joesrestaurants.co.uk | C 68.8% | HTML page | own site | blocked |
| 126 | Rosa's Thai Cafe | rosasthai.com | C 68.8% | HTML page | own site | open |
| 127 | Subway | subway.com | C 68.8% | HTML page | own site | open |
| 128 | Ashmolean Rooftop Restaurant | ashmolean.org | C 67.7% | PDF | own site | open |
| 129 | China Kitchen | chinakitchenoxford.uk | C 67.7% | PDF | own site | open |
| 130 | Mowgli Street Food | mowglistreetfood.com | C 67.7% | HTML page | marketplace | open |
| 131 | New Dancing Dragon | newdancingdragon.co.uk | C 67.7% | PDF | own site | open |
| 132 | Greggs | greggs.com | C 67.5% | HTML page | own site | open |
| 133 | Wendy's | wendys.com | C 67.5% | HTML page | own site | open |
| 134 | Cosmo | cosmo-restaurants.co.uk | C 66.2% | HTML page | vendor on own site | open |
| 135 | Cosy Club | cosyclub.co.uk | C 66.2% | HTML page | vendor on own site | open |
| 136 | Pan Pan | panpanoxford.com | C 66.2% | HTML page | vendor on own site | open |
| 137 | Spiced Roots | spicedroots.com | C 66.2% | HTML page | marketplace | open |
| 138 | Shoryu | shoryuramen.com | C 65% | HTML page | vendor on own site | open |
| 139 | Bbuona Pinsa Bar | bbuona.co.uk | C 64.6% | HTML page | vendor on own site | open |
| 140 | Spice Box | spiceboxoxford.co.uk | C 63.5% | HTML page | own site | blocked |
| 141 | KK Cappucino & Baguette Bar | templarssquare.com | C 63.1% | none | own site | open |
| 142 | Malika's | malikasoxford.co.uk | C 63.1% | none | own site | open |
| 143 | Yeti Nepalese Restaurant | yetinepalese.co.uk | C 63.1% | none | own site | open |
| 144 | Hamblin Bread | hamblinbread.co.uk | C 61.5% | none | own site | open |
| 145 | Sixes Social Cricket | sixescricket.com | C 61.5% | none | own site | open |
| 146 | Tender Coconut | tendercoconut.uk | C 61.5% | none | own site | open |
| 147 | Treadwell Restaurant | treadwellrestaurant.co.uk | C 61.5% | PDF | vendor on own site | open |
| 148 | Upper Crust | uppercrust.co.uk | C 61.5% | HTML page | none | open |
| 149 | Zakho | zakhotakeaway.co.uk | C 61.5% | none | own site | open |
| 150 | Moo-Moos | moo-moos.co.uk | C 61.1% | HTML page | none | blocked |
| 151 | Taste Tibet | tastetibet.com | C 60.9% | HTML page | marketplace | blocked |
| 152 | Pompette | pompetterestaurant.co.uk | C 60% | PDF | vendor on own site | open |
| 153 | The Alice | thealiceoxford.com | C 60% | PDF | vendor on own site | open |
| 154 | Tribe | tribeoxford.co.uk | C 60% | HTML page | third party | open |
| 155 | Five Guys | fiveguys.co.uk | C 58.8% | none | own site | open |
| 156 | Ahmed's Bar B-Q | ahmedkebab.com | C 58.5% | none | none | open |
| 157 | Chicken Hut | chickenhutoxford.com | C 58.5% | HTML page | third party | open |
| 158 | House of Tim | houseoftimoxford.co.uk | C 58.5% | none | none | open |
| 159 | Lilo Chicken and Kebab | lilo-online.co.uk | C 58.5% | none | none | open |
| 160 | Mighty Bite | mightybitetakeaway.co.uk | C 58.5% | none | none | open |
| 161 | Oriental Express | orientalexpresschinese.co.uk | C 58.5% | none | none | open |
| 162 | Tash Kitchen | tashkitchen.co.uk | C 58.5% | none | none | open |
| 163 | The Rice Box | riceboxoxford.co.uk | C 58.5% | none | none | open |
| 164 | Tse Noodle | tsenoodle.co.uk | C 58.5% | none | none | open |
| 165 | Oxford Pizza & Grill | oxfordpizzagrill.co.uk | C 57.8% | HTML page | own site | blocked |
| 166 | Cherwell Boathouse | cherwellboathouse.co.uk | C 55.4% | HTML page | marketplace | open |
| 167 | Sartorelli’s Pizza | sartorellis.com | C 55.4% | HTML page | marketplace | open |
| 168 | itsu | itsu.com | C 55.4% | HTML page | marketplace | open |
| 169 | Gino's Spaghetti House | ginos-oxford.com | D 54.3% | HTML page | own site | blocked |
| 170 | Antep Kitchen | antepkitchen.co.uk | D 53.8% | HTML page | marketplace | open |
| 171 | Elle's Deli & Oli's Thai | olisthai.com | D 53.8% | none | vendor on own site | open |
| 172 | KOKORO | kokorouk.com | D 53.8% | HTML page | marketplace | open |
| 173 | Restaurant Moya | moya-oxford.co.uk | D 53.8% | HTML page | none | open |
| 174 | Sir Sun's Wok | sirsunswokoxford.co.uk | D 53.8% | none | none | open |
| 175 | Rio's Piri Piri | riospiripiri.com | D 50.8% | elsewhere | third party | open |
| 176 | Sizzled | sizzled-gfg.co.uk | D 50.8% | none | none | open |
| 177 | A Taste of China | oxford-coveredmarket.co.uk | D 50.3% | none | none | blocked |
| 178 | Il Corno | ilcorno.co.uk | D 49.2% | PDF | none | open |
| 179 | Il Principe Delicatessen | ilprincipedeli.co.uk | D 49.2% | HTML page | none | open |
| 180 | Reina Grill | reinagrill.co.uk | D 49.2% | PDF | marketplace | open |
| 181 | Sadler Bar & Brasserie | oxfordsp.com | D 49.2% | PDF | none | open |
| 182 | Tops Pizza | topspizza.co.uk | D 49.2% | HTML page | none | open |
| 183 | Chillies Indian Takeaway | chilliesindianoxford.co.uk | D 46.2% | elsewhere | marketplace | open |
| 184 | Everest Nepalese Restaurant And Bar | everest-nepalese.co.uk | D 46.2% | elsewhere | marketplace | open |
| 185 | Exprizza And Desi Grill | express-pizza-desi-grill.co.uk | D 46.2% | elsewhere | marketplace | open |
| 186 | Hollywood Bowl | hollywoodbowl.co.uk | D 46.2% | elsewhere | none | open |
| 187 | Kazan | kazanoxford.co.uk | D 46.2% | image | marketplace | open |
| 188 | Old Tom | oldtomoxford.com | D 46.2% | HTML page | none | open |
| 189 | Sunny | sunnichinesetakeaway.co.uk | D 46.2% | elsewhere | marketplace | open |
| 190 | Top Wok | topwokchinese.co.uk | D 44.6% | none | third party | open |
| 191 | Polish Kitchen Oxford | polishkitchen.uk | D 44.2% | none | third party | blocked |
| 192 | Alpha Bar | alphabar.co.uk | D 40% | none | none | open |
| 193 | Chama Cuisine | chamacuisine.com | D 40% | none | none | open |
| 194 | Shake Lab | theshakelab.co.uk | D 40% | none | marketplace | open |
| 195 | Boost | boostjuicebars.co.uk | F 38.5% | none | none | open |
| 196 | Zheng | oxfordhotels.net | F 38.5% | none | none | open |
| 197 | Beirut | here-restaurants.com | F 36.6% | image | none | blocked |
| 198 | Al-Shami Lebanese Restaurant And Richmond Hotel | al-shami.co.uk | F 35.4% | none | none | open |
| 199 | Atlantic Fish Bar | atlanticfishbaroxford.com | F 35.4% | none | none | open |
| 200 | CRAFT Burger | craft-burger.co.uk | F 35.4% | none | none | open |
| 201 | Dollar Burger | dollarburgers.co.uk | F 35.4% | none | none | open |
| 202 | Eastgate Brasserie | eastgatebrasserie.co.uk | F 35.4% | none | none | open |
| 203 | Majliss | majliss.co.uk | F 35.4% | none | none | open |
| 204 | Popeyes | popeyesuk.com | F 35.4% | none | none | open |
| 205 | Tumazo Pizza | tumazopizza.com | F 35.4% | none | none | open |
| 206 | Sasi's Thai | sasisthai.com | F 30.8% | none | none | open |
| 207 | Philly's Burger | phillysburger.co.uk | F 30.3% | none | none | blocked |
| 208 | Crêpes-O-Mania | crepes-o-mania.com | F 20% | none | none | open |
| 209 | Papa John's | papajohns.com | F 20% | none | own site | blocked |
| 210 | Mint Kitchen And Lounge | mintlounges.co.uk | F 15.4% | HTML page | none | blocked |
| 211 | Comie's Caribbean | comiescaribbeangrill.com | F 0% | unreachable | none | blocked |
| 212 | Deacons | ihg.com | F 0% | unreachable | none | blocked |
| 213 | Domino's | dominos.co.uk | F 0% | unreachable | none | blocked |
| 214 | KFC | kfc.co.uk | F 0% | unreachable | none | blocked |
| 215 | McDonald's | mcdonalds.com | F 0% | unreachable | none | blocked |
| 216 | Pizza Hut | pizzahut.co.uk | F 0% | unreachable | none | blocked |
| 217 | Woodfarm Kebab & Pizza | woodfarmkebabpizza.uk | F 0% | unreachable | none | blocked |

Each business: https://directindex.org/r/{domain} · Methodology: https://directindex.org/methodology

## How Oxford compares

Grade A or B: 55% here, against a median of 32% across 150 indexes of restaurants and fast food. This is where the city stands out. It ranks 1 of 150.

- Sites that turn an AI crawler away: 15% (135 of 150 · median 23%)
- Menu or price list an agent can read: 70% (5 of 150 · median 50%)
- Direct booking or ordering: 67% (3 of 150 · median 47%)
- Grade A or B: 55% (1 of 150 · median 32%)
- Menus mentioning vegan options: 28% (7 of 84 · median 14%)
- Menus mentioning vegetarian dishes: 34% (22 of 84 · median 30%)
- Menus with a children's menu: 9.4% (14 of 84 · median 5.1%)
- Menus with a lunch or set menu: 15% (21 of 84 · median 11%)
- Menus mentioning allergens: 35% (2 of 84 · median 11%)

Who runs the booking or order button: own site 100 · Deliveroo 10 · SevenRooms 10 · OpenTable on the site 6 · another site 6 · no link found 42 (of 210 reachable sites)

https://directindex.org/stats