# Pittsburgh, US businesses ranked by how well AI agents can use them

250 of 287 distinct business websites have been scanned. 15% of the scanned sites turn at least one AI crawler away at the edge. Grades: A 56, B 56, C 55, D 33, F 50.

| # | Business | Domain | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|---|
| 1 | All India authentic cuisine | allindiacuisine.com | A 100% | HTML page | own site | open |
| 2 | Aruba Island Bowls | arubaislandbowls.com | A 100% | HTML page | own site | open |
| 3 | Condado Tacos | condadotacos.com | A 100% | HTML page | own site | open |
| 4 | Eat'n Park | eatnpark.com | A 100% | HTML page | own site | open |
| 5 | Hard Rock Cafe | hardrock.com | A 100% | HTML page | own site | open |
| 6 | Hello Bistro | hellobistro.com | A 100% | HTML page | own site | open |
| 7 | Honeygrow | honeygrow.com | A 100% | HTML page | own site | open |
| 8 | Rosewater | rosewaterpgh.com | A 100% | HTML page | own site | open |
| 9 | The Smiling Banana Leaf | smilingbananaleaf.com | A 100% | HTML page | own site | open |
| 10 | Walter's Southern Kitchen | walterspgh.com | A 100% | HTML page | own site | open |
| 11 | Golden Palace | goldenpalacepittsburgh.com | A 98.2% | HTML page | own site | open |
| 12 | Yoshino Asian Fusion | yoshinopittsburgh.com | A 98.2% | HTML page | own site | open |
| 13 | Coughlin's Law | eatatcoughlinslaw.com | A 96.9% | HTML page | own site | open |
| 14 | EatUnique | eatuniquecafe.com | A 96.9% | HTML page | own site | open |
| 15 | Genoa Pizza | genoapizza.com | A 95.4% | HTML page | own site | open |
| 16 | Giovanni's Pizza & Pasta | ilovegiovannis.com | A 95.4% | HTML page | own site | open |
| 17 | Grand Concourse | grandconcourserestaurant.com | A 95.4% | HTML page | own site | open |
| 18 | Grapow | grapowpgh.com | A 95.4% | HTML page | own site | open |
| 19 | Kiin Lao & Thai Eatery | kiinpgh.com | A 95.4% | HTML page | own site | open |
| 20 | Barcelona Wine Bar | barcelonawinebar.com | A 92.5% | HTML page | own site | open |
| 21 | The Melting Pot | meltingpot.com | A 92.5% | HTML page | own site | open |
| 22 | Lawrence Hall | lawrencehallpgh.com | A 92.3% | HTML page | own site | open |
| 23 | Local Bar + Kitchen | localonthewater.com | A 92.3% | HTML page | vendor on own site | open |
| 24 | Pizza Parma | pizzaparma.us | A 92.3% | HTML page | vendor on own site | open |
| 25 | Shady Grove | eatshady.com | A 92.3% | HTML page | vendor on own site | open |
| 26 | Fogo de Chão | fogodechao.com | A 91.3% | HTML page | own site | open |
| 27 | G's on Liberty | gsonliberty.com | A 90.8% | HTML page | own site | open |
| 28 | KuJiRa Sushi & Bar | kujirasushi.com | A 90.8% | HTML page | own site | open |
| 29 | Pesaro's Pizza | orderpesarospizza.com | A 90.8% | HTML page | own site | open |
| 30 | Primanti Brothers | primantibros.com | A 90.8% | HTML page | own site | open |
| 31 | Slice on Broadway-Southside Works | sliceonbroadway.com | A 90.8% | HTML page | own site | open |
| 32 | The Porch | dineattheporch.com | A 90.8% | HTML page | own site | open |
| 33 | Chipotle | chipotle.com | A 90% | HTML page | own site | open |
| 34 | Einstein Bros. Bagels | einsteinbros.com | A 90% | HTML page | own site | open |
| 35 | Five Guys | fiveguys.com | A 90% | HTML page | own site | open |
| 36 | Taco Bell | tacobell.com | A 90% | HTML page | own site | open |
| 37 | Bruegger's Bagels | brueggers.com | A 89.2% | HTML page | own site | open |
| 38 | Emerson's | emersonsonmarket.com | A 89.2% | HTML page | own site | open |
| 39 | La Tavola | latavolaitalianarestaurant.com | A 89.2% | HTML page | own site | open |
| 40 | Noodle House | zennoodlehousepittsburgh.com | A 89.2% | none | own site | open |
| 41 | Rose Tea Cafe | roseteacafe.com | A 89.2% | none | own site | open |
| 42 | The Capital Grille | thecapitalgrille.com | A 89.2% | HTML page | own site | open |
| 43 | The Mediterranean Table | themedtable.com | A 89.2% | none | own site | open |
| 44 | Vocelli Pizza | vocellipizza.com | A 89.2% | HTML page | own site | open |
| 45 | Alta Via Pizzeria | altaviapizzeria.com | A 87.7% | HTML page | vendor on own site | open |
| 46 | Pita My Shawarma | pitamyshawarma.com | A 87.7% | HTML page | vendor on own site | open |
| 47 | The Nook | nookpgh.com | A 87.7% | HTML page | own site | open |
| 48 | Chili's | chilis.com | A 86.3% | HTML page | own site | open |
| 49 | Domino's | dominos.com | A 86.3% | HTML page | own site | open |
| 50 | Jamba | jamba.com | A 86.3% | HTML page | own site | open |
| 51 | Jimmy John's | jimmyjohns.com | A 86.3% | HTML page | own site | open |
| 52 | Moe's Southwest Grill | moes.com | A 86.3% | HTML page | own site | open |
| 53 | Qdoba | qdoba.com | A 86.3% | HTML page | own site | open |
| 54 | Oishii Bento | oishiibento.com | A 86.2% | HTML page | own site | open |
| 55 | Roots Natural Kitchen | rootsnaturalkitchen.com | A 86.2% | HTML page | own site | open |
| 56 | Noodles & Company | noodles.com | A 85.1% | HTML page | own site | blocked |
| 57 | Common Plea Restaurant | commonplea-restaurant.com | B 84.6% | HTML page | own site | open |
| 58 | Deutschtown Deli | deutschtowndeli.com | B 84.6% | HTML page | vendor on own site | open |
| 59 | Happenstance Cafe | happenstancecafe.com | B 84.6% | none | own site | open |
| 60 | Ida's Sandwich Shop | idassandwichshop.com | B 84.6% | HTML page | vendor on own site | open |
| 61 | Puttshack | puttshack.com | B 84.6% | HTML page | own site | open |
| 62 | Shah's Halal Food | shahshalalfood.com | B 84.6% | HTML page | own site | open |
| 63 | Smashed Waffles | smashedwaffles.com | B 84.6% | HTML page | own site | open |
| 64 | Gaucho | eatgaucho.com | B 83.1% | HTML page | vendor on own site | open |
| 65 | Lins Asian Fusion | linsasianfusion.com | B 83.1% | elsewhere | own site | open |
| 66 | Spirits and Tales | spiritsandtales.com | B 83.1% | HTML page | vendor on own site | open |
| 67 | Teppanyaki Kyoto Restaurant | teppanyakikyoto.com | B 83.1% | HTML page | vendor on own site | open |
| 68 | DQ Grill & Chill | dairyqueen.com | B 82.5% | HTML page | own site | open |
| 69 | Joe's Crab Shack | joescrabshack.com | B 82.5% | HTML page | own site | open |
| 70 | Mike & Tony's Gyros | mikeandtonysgyros.com | B 81.5% | none | vendor on own site | open |
| 71 | RiverView Café | kaminsciencecenter.org | B 81.5% | PDF | own site | open |
| 72 | Piada Italian Street Food | mypiada.com | B 81.3% | HTML page | own site | open |
| 73 | Raising Cane's | raisingcanes.com | B 81.3% | HTML page | own site | open |
| 74 | Tropical Smoothie Cafe | tropicalsmoothiecafe.com | B 81.3% | HTML page | own site | open |
| 75 | Pitt's Halal Brothers | pittshalalbrothers.com | B 78.5% | elsewhere | third party | open |
| 76 | Chick-fil-A | chick-fil-a.com | B 77.5% | HTML page | own site | open |
| 77 | Papa John's | papajohns.com | B 77.5% | HTML page | own site | open |
| 78 | The Cheesecake Factory | thecheesecakefactory.com | B 77.5% | HTML page | own site | open |
| 79 | Burghers Brewing | burgherspgh.com | B 76.9% | none | vendor on own site | open |
| 80 | Caliente Pizza & Drafthouse | worldsbestpizza.com | B 76.9% | HTML page | vendor on own site | open |
| 81 | McCormick & Schmick's | mccormickandschmicks.com | B 76.9% | HTML page | third party | open |
| 82 | Sbarro | sbarro.com | B 76.3% | HTML page | own site | open |
| 83 | Pizzeria Davide | pizzeriadavide.com | B 75.8% | HTML page | own site | blocked |
| 84 | Apteka | aptekapgh.com | B 75.4% | image | own site | open |
| 85 | Mi Empanada | miempanada.com | B 75.4% | elsewhere | vendor on own site | open |
| 86 | IHOP | ihop.com | B 75% | HTML page | own site | open |
| 87 | Shake Shack | shakeshack.com | B 74.3% | HTML page | own site | blocked |
| 88 | Aladdin's Eatery | aladdins.com | B 73.8% | HTML page | own site | open |
| 89 | Arepittas | arepittas.com | B 73.8% | HTML page | marketplace | open |
| 90 | Casbah | casbah.kitchen | B 73.8% | HTML page | own site | open |
| 91 | DiAnoia's Eatery | dianoiaseatery.com | B 73.8% | HTML page | own site | open |
| 92 | KFC | kfc.com | B 73.8% | HTML page | own site | open |
| 93 | Kaya | kaya.menu | B 73.8% | HTML page | own site | open |
| 94 | Khalil's | khalilsrestaurant.com | B 73.8% | none | own site | open |
| 95 | La Palapa | lapalapapgh.com | B 73.8% | HTML page | own site | open |
| 96 | Morcilla | morcillapittsburgh.com | B 73.8% | HTML page | own site | open |
| 97 | Piccolo Forno | piccolo-forno.com | B 73.8% | HTML page | own site | open |
| 98 | Reva Modern Indian Cuisine | revapgh.com | B 73.8% | HTML page | own site | open |
| 99 | Stack'd | stackdburgers.com | B 73.8% | HTML page | own site | open |
| 100 | The Eagle | eaglerestaurant.com | B 73.8% | HTML page | own site | open |
| 101 | The Grandview Saloon | thegrandviewsaloon.com | B 73.8% | HTML page | own site | open |
| 102 | The Speckled Egg - South Side | thespeckledeggpgh.com | B 73.8% | HTML page | own site | open |
| 103 | Buca di Beppo | dineatbuca.com | B 72.5% | HTML page | own site | open |
| 104 | 98K Hamburger | 98khalalfried.com | B 72.3% | none | vendor on own site | open |
| 105 | DiBella's | dibellas.com | B 72.3% | HTML page | own site | open |
| 106 | Nicky's Thai Kitchen | nickysthaikitchen.com | B 72.3% | HTML page | own site | open |
| 107 | Verde | verdepgh.com | B 72.3% | HTML page | own site | open |
| 108 | Chaykhana Pittsburgh | chaykhanapittsburgh.com | B 70.8% | HTML page | own site | open |
| 109 | Pizza Bellino | pizzabellinomenu.com | B 70.8% | none | marketplace | open |
| 110 | Playa Bowls | playabowls.com | B 70.8% | HTML page | third party | open |
| 111 | Ritter's Diner | rittersdinerpittsburgh.com | B 70.8% | PDF | none | open |
| 112 | The Parlor Dim Sum | theparlordimsum.com | B 70.8% | HTML page | own site | open |
| 113 | City Winery | citywinery.com | C 69.2% | HTML page | marketplace | open |
| 114 | Fry Bar | frybarllc.com | C 69.2% | HTML page | none | open |
| 115 | Wendy's | wendys.com | C 68.8% | HTML page | own site | open |
| 116 | Rialto Pizza | rialto.pizza | C 67.7% | HTML page | marketplace | open |
| 117 | Stinky's Bar & Grill | stinkysbarandgrill.com | C 67.7% | HTML page | none | open |
| 118 | Big Shot Bob's | bigshotbobs.com | C 66.2% | HTML page | vendor on own site | open |
| 119 | Chick'n Bubbly | chicknbubbly.com | C 66.2% | HTML page | vendor on own site | open |
| 120 | Chinatown Inn | chinatowninn.net | C 66.2% | HTML page | vendor on own site | open |
| 121 | Driftwood Oven | driftwoodoven.com | C 66.2% | HTML page | vendor on own site | open |
| 122 | El Jefes Taqueria | eljefestaqueria.com | C 66.2% | HTML page | vendor on own site | open |
| 123 | Everyday Noodles | everydaynoodles.net | C 66.2% | HTML page | vendor on own site | open |
| 124 | Fet-Fisk | fetfisk.net | C 66.2% | HTML page | marketplace | open |
| 125 | Iron Born Pizza | ironbornpizza.com | C 66.2% | HTML page | vendor on own site | open |
| 126 | Mezcal Mexican Cantina | mezcalpgh.com | C 66.2% | HTML page | vendor on own site | open |
| 127 | Pane e Pronto | paneepronto.com | C 66.2% | HTML page | vendor on own site | open |
| 128 | Penn Avenue Fish Company | pennavefishcompany.com | C 66.2% | HTML page | vendor on own site | open |
| 129 | Pittsburgh Barbecue Company | pghbbq.com | C 66.2% | HTML page | vendor on own site | open |
| 130 | Thai & Noodle Outlet | thaiandnoodleoutlet.com | C 66.2% | HTML page | vendor on own site | open |
| 131 | The Pittsburgh Juice Company | pittsburghjuicecompany.com | C 66.2% | HTML page | marketplace | open |
| 132 | Coop de Ville | coopdevillepgh.com | C 64.6% | HTML page | vendor on own site | open |
| 133 | Layne's Chicken Fingers | layneschickenfingers.com | C 64.6% | HTML page | vendor on own site | open |
| 134 | Lola's Eatery | lolaseatery.com | C 64.6% | HTML page | vendor on own site | open |
| 135 | Nanban | nanbanpgh.com | C 64.6% | HTML page | vendor on own site | open |
| 136 | New Amsterdam | newamsterdampgh.com | C 64.6% | HTML page | none | open |
| 137 | Original Oyster House | originaloysterhousepittsburgh.com | C 64.6% | HTML page | none | open |
| 138 | Point Brugge Café | pointbrugge.com | C 64.6% | HTML page | vendor on own site | open |
| 139 | Sushi Fuku | rollitorbowlit.com | C 64.6% | HTML page | vendor on own site | open |
| 140 | PrimoHoagies | primohoagies.com | C 63.5% | HTML page | own site | blocked |
| 141 | Umami | umamipgh.com | C 63.1% | none | vendor on own site | open |
| 142 | CHiKN | hotchikn.com | C 62% | HTML page | own site | blocked |
| 143 | Esquina Cantina | iluvcantina.com | C 62% | HTML page | third party | blocked |
| 144 | MilkShake Factory Oakland | milkshakefactory.com | C 61.5% | HTML page | none | open |
| 145 | Milky Way | milkywaypgh.com | C 61.5% | PDF | vendor on own site | open |
| 146 | Pabellón | pabellononline.com | C 61.5% | HTML page | own site | blocked |
| 147 | Sausalido | sausalido.net | C 61.5% | HTML page | none | open |
| 148 | Tessaro's American Bar & Hardwood Grill | tessaros.com | C 61.5% | HTML page | none | open |
| 149 | täkō tôrtä | richarddeshantz.com | C 61.5% | none | own site | open |
| 150 | Angelos Pizzeria | angelospizzeria.us | C 60% | HTML page | third party | open |
| 151 | Melt'd | meltdpgh.com | C 60% | none | own site | open |
| 152 | Bomb Chicken & Summer Tea | wixsite.com | C 58.8% | none | vendor on own site | open |
| 153 | Gennaro’s Pizza | gennarospizzapasta.com | C 58.5% | HTML page | third party | open |
| 154 | Ramen Bar | ramenbarpittsburgh.com | C 58.5% | none | own site | open |
| 155 | Szechuan Express | szechuanexpresspgh.com | C 58.5% | elsewhere | vendor on own site | open |
| 156 | Kura Sushi | kurasushi.com | C 57.8% | HTML page | own site | blocked |
| 157 | Chow's Kitchen | chowskitchenpgh.com | C 56.9% | HTML page | third party | open |
| 158 | Pamela's Diner | pamelasdiner.com | C 56.5% | PDF | vendor on own site | blocked |
| 159 | Antoon's Pizza | weeblyte.com | C 55.8% | HTML page | none | blocked |
| 160 | Ali Baba | alibabapgh.com | C 55.4% | HTML page | marketplace | open |
| 161 | Banh Mi & Ti | banhmiandti.com | C 55.4% | none | vendor on own site | open |
| 162 | Chicken Latino | chickenlatino.net | C 55.4% | HTML page | marketplace | open |
| 163 | Kiku Japanese Restaurant | kikupittsburgh.net | C 55.4% | none | vendor on own site | open |
| 164 | Oishii Donburi | oishiidonburi.com | C 55.4% | HTML page | third party | open |
| 165 | Pizza Lupo | pizza-lupo.com | C 55.4% | none | vendor on own site | open |
| 166 | Salem Market & Grill | salemsmarketgrill.com | C 55.4% | none | vendor on own site | open |
| 167 | Tasty Noodle 西安面馆 | tastynoodles.net | C 55.4% | none | vendor on own site | open |
| 168 | Balvanera | balvanerarestaurants.com | D 53.8% | none | none | open |
| 169 | Beto's Pizza | betosoriginalpizza.com | D 53.8% | HTML page | none | open |
| 170 | Italian Village Pizza | italianvillagepizza.com | D 53.8% | none | vendor on own site | open |
| 171 | Mediterranean Grill | medgrillpgh.com | D 53.8% | HTML page | none | open |
| 172 | Mineo's Pizza House | mineospizza.com | D 53.8% | HTML page | none | open |
| 173 | PaPa J’s Twin Plaza | papajs.com | D 53.8% | none | vendor on own site | open |
| 174 | Wingstop | wingstop.com | D 52.5% | none | none | open |
| 175 | Atarashi | sushiatarashi.com | D 52.3% | HTML page | own site | blocked |
| 176 | Little Corner Grill House 街边儿 | littlecorner.top | D 52.3% | elsewhere | third party | open |
| 177 | Wok Hei | wok-hei.com | D 52.3% | HTML page | own site | blocked |
| 178 | The Carlton | thecarltonrestaurant.com | D 51.2% | HTML page | none | blocked |
| 179 | Au Bon Pain | aubonpain.com | D 50.8% | HTML page | none | open |
| 180 | Prince of India Restaurant | princepittsburgh.com | D 50.8% | none | vendor on own site | open |
| 181 | Big Jim's | bigjimsrestaurant.com | D 49.2% | HTML page | none | open |
| 182 | Bitter Ends Garden & Luncheonette | tillthebitterends.com | D 49.2% | HTML page | none | open |
| 183 | Deluca's Diner | delucasinthestrip.com | D 49.2% | HTML page | none | open |
| 184 | Kyo Matcha | kyotomatcha.us | D 49.2% | HTML page | none | open |
| 185 | Peppi's | peppisubs.com | D 49.2% | HTML page | none | open |
| 186 | Sciulli's Pizza | sciullispizza.com | D 49.2% | HTML page | vendor on own site | blocked |
| 187 | The Zenith | zenithpgh.com | D 49.2% | HTML page | none | open |
| 188 | Jersey Mike's Subs | jerseymikes.com | D 48.8% | HTML page | none | open |
| 189 | Burger King | bk.com | D 47.7% | none | none | open |
| 190 | Butterjoint | butterjoint.com | D 47.7% | HTML page | own site | blocked |
| 191 | Las Palmas | mobile-webview2.com | D 47.7% | elsewhere | third party | open |
| 192 | Geppetto Cafe | geppettocafe.com | D 46.2% | HTML page | none | open |
| 193 | Uncle Sam's Subs | unclesamssubs.com | D 44.6% | HTML page | none | open |
| 194 | Hunan Bar | hunanbar.com | D 43.1% | none | none | open |
| 195 | Jolina's 2 | jolinasonline.com | D 43.1% | HTML page | vendor on own site | blocked |
| 196 | The Apollo Cafe | apollocafepittsburgh.com | D 43.1% | none | none | open |
| 197 | WILD BLUE SUSHI - RUGE ATRIUM | cmu.edu | D 43.1% | none | marketplace | open |
| 198 | Cambod-Ican Kitchen | cambodicankitchen.com | D 41.5% | HTML page | none | open |
| 199 | Grant Street Tavern | thegrantstreet.com | D 41.5% | HTML page | none | open |
| 200 | The Colombian Spot | thecolombianspot-pgh.com | D 40% | HTML page | vendor on own site | blocked |
| 201 | Moonlit Burgers | moonlitburgers.com | F 38.5% | HTML page | vendor on own site | blocked |
| 202 | SubMed Cafe | submedcafe.com | F 38.5% | none | none | open |
| 203 | Starbucks | starbucks.com | F 37.5% | none | none | open |
| 204 | Antonio's Pizzeria | antoniospizzeriapgh.com | F 35.4% | none | none | open |
| 205 | Arby's | arbys.com | F 35.4% | none | none | open |
| 206 | Boston Market | bostonmarket.com | F 35.4% | none | none | open |
| 207 | CAVA | cava.com | F 35.4% | none | none | open |
| 208 | Cilantro & Ajo Lawrenceville | cilantroajo.com | F 35.4% | none | none | open |
| 209 | Dunkin' | dunkindonuts.com | F 35.4% | none | none | open |
| 210 | Ginza Japanese Restaurant | ginzapa.com | F 35.4% | none | none | open |
| 211 | Hokkaido Seafood Buffet | hokkaidopittsburgh.com | F 35.4% | none | none | open |
| 212 | Little Caesars | littlecaesars.com | F 35.4% | none | none | open |
| 213 | Penn Station | penn-station.com | F 35.4% | none | none | open |
| 214 | Pizza Hut | pizzahut.co.uk | F 35.4% | none | none | open |
| 215 | Popeyes | popeyes.com | F 35.4% | none | none | open |
| 216 | Ruth's Chris Steak House | ruthschris.com | F 35.4% | none | none | open |
| 217 | Southside Steaks | southsidesteaks.com | F 35.4% | none | none | open |
| 218 | Fazio's Pizza | faziopizza.com | F 34.9% | PDF | none | blocked |
| 219 | City Oven | cityoven.com | F 33.8% | none | none | open |
| 220 | Little Tokyo Bistro | littletokyopittsburgh.com | F 33.8% | none | none | open |
| 221 | Poulet Bleu | pouletbleupgh.com | F 33.8% | HTML page | own site | blocked |
| 222 | Ventos | ventospizzapgh.com | F 33.8% | HTML page | third party | blocked |
| 223 | Baby Loves Tacos | babylovestacospgh.com | F 30.3% | none | none | blocked |
| 224 | Don Taco | dontacomex.us | F 30.3% | none | none | blocked |
| 225 | Moodz Company | moodzcompany.org | F 30.3% | none | none | blocked |
| 226 | Noodlehead | noodleheadpgh.com | F 29.2% | none | vendor on own site | blocked |
| 227 | Pizza Bellagio | granburyrs.com | F 20% | none | none | blocked |
| 228 | The Eatery at Towers | dineoncampus.com | F 19.4% | none | none | blocked |
| 229 | Cupka's Cafe | cupkascafe2.com | F 15.4% | none | none | open |
| 230 | Jack's | barsmart.com | F 15.4% | none | none | open |
| 231 | Panera Bread | panerabread.com | F 15.4% | HTML page | none | blocked |
| 232 | Freshëns | freshens.com | F 10.8% | HTML page | none | blocked |
| 233 | African Eats Cuisine | casaazulrestaurant.com | F 0% | unreachable | none | blocked |
| 234 | Azorean Cafe | azoreancafe.com | F 0% | unreachable | none | open |
| 235 | Bier's Pub | bierspub.com | F 0% | unreachable | none | blocked |
| 236 | COBRA | cobrapgh.com | F 0% | none | none | blocked |
| 237 | Coach's Bottleshop & Grille | coachsbottleshopandgrille.com | F 0% | unreachable | none | open |
| 238 | Eleven | marriott.com | F 0% | unreachable | none | blocked |
| 239 | HK Dim Sum | hkdimsumpgh.com | F 0% | unreachable | none | open |
| 240 | K & T's Fish & Chicken | kntfish.com | F 0% | unreachable | none | open |
| 241 | Leo, A Public House | leopgh.com | F 0% | unreachable | none | blocked |
| 242 | Los Cabos Mexican Restaurant | wordpress.com | F 0% | unreachable | none | blocked |
| 243 | McDonald's | mcdonalds.com | F 0% | unreachable | none | blocked |
| 244 | Muddy Waters Oyster Bar | abayrestaurant.com | F 0% | unreachable | none | open |
| 245 | Nakama Japanese Steakhouse | eatatnakama.com | F 0% | unreachable | none | open |
| 246 | PF BBQ House - 匹夫小馆 | pfbbqhouse.com | F 0% | unreachable | none | open |
| 247 | Pepper Space | pepperspacepittsburgh.com | F 0% | unreachable | none | open |
| 248 | ShadoBeni | shadobeni412.com | F 0% | unreachable | none | open |
| 249 | Tamarind Flavor of India | tamarindflavorofindia.com | F 0% | unreachable | none | blocked |
| 250 | Tong Garden | tonggardenpittsburgh.com | F 0% | unreachable | none | blocked |

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

## How Pittsburgh compares

Menu or price list an agent can read: 71% here, against a median of 50% across 150 indexes of restaurants and fast food. This is where the city stands out. It ranks 3 of 150.

- No web address listed: 41% (97 of 165 · median 44%)
- Only a social profile: 1.6% (82 of 165 · median 1.6%)
- Own website: 55% (60 of 165 · median 50%)
- Sites that turn an AI crawler away: 15% (135 of 150 · median 23%)
- Menu or price list an agent can read: 71% (3 of 150 · median 50%)
- Direct booking or ordering: 66% (6 of 150 · median 47%)
- Grade A or B: 45% (10 of 150 · median 32%)
- Menus mentioning vegan options: 16% (31 of 84 · median 14%)
- Menus mentioning vegetarian dishes: 28% (49 of 84 · median 30%)
- Menus with a children's menu: 7.9% (21 of 84 · median 5.1%)
- Menus with a lunch or set menu: 10% (47 of 84 · median 11%)
- Menus mentioning allergens: 14% (35 of 84 · median 11%)

Who runs the booking or order button: own site 66 · Toast 29 · SpotOn 23 · DoorDash Storefront 8 · OpenTable on the site 6 · another site 11 · no link found 59 (of 233 reachable sites)

https://directindex.org/stats