# Pittsburgh cafes and bars ranked by how well AI agents can use them

99 of 115 distinct business websites have been scanned. 16% of the scanned sites turn at least one AI crawler away at the edge. Grades: A 10, B 17, C 33, D 16, F 23.

| # | Business | Domain | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|---|
| 1 | Long Story Short (Formerly Cinderlands Foederhouse) | cinderlands.com | A 100% | HTML page | own site | open |
| 2 | Ruggers Pub | ruggerspub.com | A 100% | HTML page | own site | open |
| 3 | Hop Farm Brewing Company | hopfarmbrewingco.com | A 95.4% | HTML page | own site | open |
| 4 | Kaibur Coffee | kaiburcoffee.com | A 92.3% | HTML page | own site | open |
| 5 | The Goldmark | thegoldmark.com | A 92.3% | HTML page | own site | open |
| 6 | De Fer Coffee & Tea | defer.coffee | A 89.2% | PDF | own site | open |
| 7 | Divvy's Coffee & Buns | divvycoffeebuns.com | A 87.7% | HTML page | vendor on own site | open |
| 8 | Penn Brewery | pennbrew.com | A 87.7% | HTML page | own site | open |
| 9 | Kung Fu Tea | kungfutea.com | A 87.5% | HTML page | own site | open |
| 10 | Peet's Coffee | peets.com | A 87.5% | HTML page | own site | open |
| 11 | Lorelei | loreleipgh.com | B 84.6% | HTML page | vendor on own site | open |
| 12 | Scratch & Co | scratchandcopgh.com | B 84.6% | HTML page | own site | open |
| 13 | Grim Wizard Coffee | grimwizard.com | B 83.1% | HTML page | vendor on own site | open |
| 14 | Mango Mango Dessert | mangomangodessert.com | B 82.5% | HTML page | own site | open |
| 15 | Inner Groove Brewing - Pittsburgh Taproom | innergroovebrewing.com | B 78.5% | HTML page | third party | open |
| 16 | BrewDog | brewdog.com | B 77.5% | HTML page | own site | open |
| 17 | John Woods House | woodshousepgh.com | B 76.9% | HTML page | marketplace | open |
| 18 | The Butterwood Bake Consortium | thebutterwoodbakeconsortium.com | B 76.9% | none | own site | open |
| 19 | Pipers Pub | piperspub.com | B 75.4% | HTML page | third party | open |
| 20 | COLOMBINO Coffee | colombino.com | B 73.8% | none | own site | open |
| 21 | Fat Head's | fatheads.com | B 73.8% | none | own site | open |
| 22 | Field Day | fieldday.life | B 73.8% | HTML page | own site | open |
| 23 | La Prima Espresso | laprima.com | B 73.8% | none | own site | open |
| 24 | Lot 17 | lot17pgh.com | B 73.8% | HTML page | own site | open |
| 25 | Bubble Bee | bubblebeeus.com | B 72.3% | HTML page | own site | open |
| 26 | Friendship Perk & Brew | perkandbrew.net | B 72.3% | HTML page | marketplace | open |
| 27 | The Church Brew Works | churchbrew.com | B 72.3% | HTML page | own site | open |
| 28 | Cork Harbour Pub | corkharbourpgh.com | C 69.2% | HTML page | none | open |
| 29 | Hookah Bookah | hookahbookah.com | C 69.2% | HTML page | none | open |
| 30 | Tiki Lounge | tikilounge412.com | C 69.2% | HTML page | none | open |
| 31 | Scarpaci's Place | scarpacisbar.com | C 67.7% | HTML page | none | open |
| 32 | Aslin Beer Company | aslinbeer.com | C 66.2% | HTML page | vendor on own site | open |
| 33 | Bar Botanico | barbotanico.com | C 66.2% | HTML page | none | open |
| 34 | Commonplace Coffee - Voluto | commonplacecoffee.com | C 66.2% | none | vendor on own site | open |
| 35 | Gasoline Street Coffee Company | gasolinestreetcoffee.com | C 66.2% | HTML page | none | open |
| 36 | Rockin' Cat Organic Coffee & Tea Point Breeze | rockincat.com | C 66.2% | HTML page | none | open |
| 37 | Smokin' Joe's Saloon | smokinjoessaloon.com | C 66.2% | HTML page | vendor on own site | open |
| 38 | Square Cafe | square-cafe.com | C 66.2% | HTML page | vendor on own site | open |
| 39 | The Warren | thewarrenpgh.com | C 66.2% | HTML page | vendor on own site | open |
| 40 | Yinz Coffee | yinzcoffee.com | C 66.2% | none | vendor on own site | open |
| 41 | Caffé Mona La Bistro | caffemona.com | C 63.1% | none | own site | open |
| 42 | Eleventh Hour Brewing | 11thhourbrews.com | C 63.1% | none | none | open |
| 43 | Fernando's Cafe | fernandoscafe.com | C 63.1% | none | own site | open |
| 44 | Pigeon Bagels | pigeonbagels.com | C 63.1% | HTML page | none | open |
| 45 | Café Phipps | conservatory.org | C 61.5% | none | own site | open |
| 46 | Cucina Vitale | cucinavitalepgh.com | C 61.5% | HTML page | own site | blocked |
| 47 | Jason Aldean's Kitchen + Bar | jasonaldeansbar.com | C 61.5% | HTML page | none | open |
| 48 | Mario's | mariospgh.com | C 61.5% | HTML page | vendor on own site | open |
| 49 | Rock'n Joe | rocknjoe.com | C 61.5% | none | own site | open |
| 50 | Trace Brewing | tracebloomfield.com | C 61.5% | HTML page | none | open |
| 51 | Hilltop Coffee and Tea | hilltopcoffeepgh.com | C 58.5% | none | none | open |
| 52 | P Town Bar | ptownbarpgh.com | C 58.5% | none | none | open |
| 53 | The Black Cat Market | blackcatmarketpgh.com | C 58.5% | elsewhere | vendor on own site | open |
| 54 | Wushiland | wushiland-usa.com | C 55.8% | HTML page | vendor on own site | blocked |
| 55 | Biergarten | thecommonerpgh.com | C 55.4% | HTML page | marketplace | open |
| 56 | Ineffable Cà Phê | ineffablecaphe.com | C 55.4% | none | vendor on own site | open |
| 57 | The Coffee Tree Roasters | coffeetree.store | C 55.4% | none | none | open |
| 58 | The Fire Side Public House | firesidepublichouse.com | C 55.4% | PDF | third party | open |
| 59 | The Smiling Moose | smiling-moose.com | C 55.4% | none | vendor on own site | open |
| 60 | William Penn Tavern | wmpenntavern.com | C 55.4% | HTML page | marketplace | open |
| 61 | Everyday Café | everydaycafepgh.com | D 53.8% | HTML page | none | open |
| 62 | The Pitch on Butler | thepitchonbutler.com | D 53.8% | HTML page | none | open |
| 63 | CHARLIE MURDOCHS Dueling Piano Bar | charliemurdochs.com | D 51.2% | none | none | blocked |
| 64 | Redhawk Coffee Roasters | redhawkcoffee.com | D 50.8% | none | none | open |
| 65 | Cafe Du Jour | dinehere.us | D 49.7% | none | none | blocked |
| 66 | La Prima Espresso | cmu.edu | D 49.2% | PDF | none | open |
| 67 | Kelly's Good Food | kellysbarlounge.com | D 48.8% | none | vendor on own site | blocked |
| 68 | OTB Bicycle Cafe | otbbicyclecafe.com | D 48.8% | none | vendor on own site | blocked |
| 69 | Big Dog Coffee | bigdogcoffeeshop.com | D 47.7% | none | none | open |
| 70 | Bottlerocket | bottlerocketpgh.com | D 47.7% | none | third party | open |
| 71 | Coven Brewing | covenbrewingpgh.com | D 46.2% | HTML page | none | open |
| 72 | Mezza Luna Cafe | mezzalunacafe.com | D 46.2% | HTML page | none | open |
| 73 | Wallace's Taproom | wallacestaproom.com | D 44.6% | HTML page | none | open |
| 74 | The Government Center | thegovernmentcenter.com | D 43.1% | none | none | open |
| 75 | Take A Break Bar | wixsite.com | D 40% | HTML page | none | open |
| 76 | sidecar | sidecar412.com | D 40% | HTML page | vendor on own site | blocked |
| 77 | Archies on Carson | myspace.com | F 38.5% | none | none | open |
| 78 | Bierport | bierport.com | F 38.5% | none | none | open |
| 79 | Cup-Ka-Joe | cupkajoe.com | F 38.5% | none | none | open |
| 80 | Redstart Roasters | redstartroasters.com | F 38.5% | none | none | open |
| 81 | Starbucks | starbucks.com | F 37.5% | none | none | open |
| 82 | 1311 Carson | 1311carson.com | F 35.4% | none | none | open |
| 83 | 61c Café | 61ccafe.com | F 35.4% | none | none | open |
| 84 | Dees Cafe | deescafe.com | F 35.4% | none | none | open |
| 85 | Silky's Pub | thesilkyspub.com | F 35.4% | none | none | open |
| 86 | Tazza D'oro | tazzadoro.net | F 35.4% | none | none | open |
| 87 | Brillobox | brilloboxpgh.com | F 33.8% | none | none | open |
| 88 | Caffè D'amore | caffedamorepgh.com | F 30.3% | none | none | blocked |
| 89 | The Soft Spot | thesoftspotpgh.com | F 30.3% | none | none | blocked |
| 90 | Buon Giorno Cafe | buongiornocafe.com | F 20% | none | none | blocked |
| 91 | Delanie's Coffee | delaniescoffee.com | F 14.8% | none | none | blocked |
| 92 | Espresso A Mano | espressoamano.com | F 12.3% | none | none | blocked |
| 93 | Nicholas Coffee Co | nicholascoffee.us | F 12.3% | none | none | blocked |
| 94 | 412 Brewery | 412brews.com | F 0% | unreachable | none | open |
| 95 | Carson City Saloon | carsoncitysaloon.com | F 0% | unreachable | none | open |
| 96 | Convive Coffee | crazymocha.com | F 0% | unreachable | none | blocked |
| 97 | Dr’tea | drteapa.com | F 0% | unreachable | none | open |
| 98 | Rumerz Sports Bar & Grill | rumerzpgh.com | F 0% | none | none | blocked |
| 99 | Threadbare Cider House & Meadery | threadbarecider.com | F 0% | unreachable | none | blocked |

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