---
title: Where assistants send people in Philadelphia · The Direct Index
url: https://directindex.org/city/philadelphia/assistants
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 Assistants · Philadelphia, US · November 2026

# Where assistants send people in Philadelphia

164 answers from ChatGPT and Gemini, asked between 2026-10-27 and 2026-11-02, to the questions people ask and to questions about the top businesses in the index. 71% of them link a business's own site or its booking software, and 33% link a marketplace, most often Uber Eats (12%).

71%

of answers link the business's own site or its booking software

33%

link a marketplace

12%

link Uber Eats, the marketplace named most

164

answers, 44 to the questions people ask and 120 about businesses

Of the 44 answers to the questions people ask, 98% link a business's own site or its booking software and 30% a marketplace, Resy most often; of the 120 about specific businesses, 61% link a business's own site or its booking software and 34% a marketplace, Uber Eats most often.

Updated 2026-11-03. [The Philadelphia index](https://directindex.org/city/philadelphia) · [Places named, question by question](https://directindex.org/city/philadelphia/recommended) · [Markdown](https://directindex.org/city/philadelphia/assistants?format=md) · [JSON](https://directindex.org/city/philadelphia/assistants.json) · [Share image](https://directindex.org/og/city/philadelphia/assistants.png) · [All cities](https://directindex.org/assistants).

 League table

## The destinations, most linked first

Each row is a place an answer can send people. Share is the percentage of all 164 answers that link to it. Each assistant's column counts only that assistant's answers.

| Destination | Kind | Answers | Share | ChatGPT | Gemini |
| --- | --- | --- | --- | --- | --- |
| **The businesses' own sites** | own site | 105 | **64%** | 53 65% | 52 63% |
| Press, guides and forums | press and guides | 34 | **21%** | 12 15% | 22 27% |
| Uber Eats | marketplace | 20 | **12%** | 3 4% | 17 21% |
| DoorDash | marketplace | 19 | **12%** | 2 2% | 17 21% |
| Grubhub | marketplace | 19 | **12%** | 0 | 19 23% |
| Resy | marketplace | 15 | **9%** | 3 4% | 12 15% |
| DoorDash Storefront | vendor, direct | 12 | **7%** | 0 | 12 15% |
| Toast | vendor, direct | 10 | **6%** | 7 9% | 3 4% |
| Google Maps | directory | 9 | **5%** | 0 | 9 11% |
| happycow.net | directory | 6 | **4%** | 0 | 6 7% |
| waitlistwizard.com | vendor, direct | 6 | **4%** | 0 | 6 7% |
| Slice | marketplace | 5 | **3%** | 1 1% | 4 5% |
| TableAgent | marketplace | 5 | **3%** | 1 1% | 4 5% |
| Caviar | marketplace | 4 | **2%** | 0 | 4 5% |
| Postmates | marketplace | 4 | **2%** | 0 | 4 5% |

87 more destinations with fewer answers each are in the JSON.

 By assistant

## What each assistant does in Philadelphia

ChatGPT: answered by gpt-6-luna (82).

Gemini: answered by gemini-2.5-flash (82).

### Places named when people ask

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order with each one directly. The table shows how many of the places it named came with a link to the place's own site, to a marketplace or to a directory, or with no link at all.

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **95%** | 0% | 0% | 5% | 59 |
| Gemini | **80%** | 14% | 0% | 6% | 66 |

### Answers about the businesses

Each assistant was asked three questions about each of the top-ranked businesses in the index, with web search on: the website, where to book and where to order. The table splits its answers by where they pointed.

| Assistant | Own site or vendor | Marketplace | Directory | Nowhere | Answers |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **55%** | 15% | 2% | 28% | 60 |
| Gemini | **55%** | 22% | 3% | 20% | 60 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-02. A place in this index links to its report. A place with its own site that isn't in the index yet links to a scan. "No link" means the assistant named the place but didn't link its site. Each question links to the full list of places named.

| Question | ChatGPT | Gemini |
| --- | --- | --- |
| [I'm feeling like chicken tonight. Where can I order from?](https://directindex.org/city/philadelphia/recommended/chicken) | [Love & Honey Fried Chicken](https://directindex.org/r/loveandhoneyfriedchicken.com) own site
[Korean Fried Chicken by KT](https://directindex.org/scan/korean-fried-chicken.com) own site
[Wishbone](https://directindex.org/r/wishbonephilly.com) own site | [Love & Honey Fried Chicken](https://directindex.org/r/loveandhoneyfriedchicken.com) own site
[Federal Donuts & Chicken](https://directindex.org/r/federaldonuts.com) own site
[Redcrest Fried Chicken](https://directindex.org/r/redcrestkitchen.com) own site |
| [I want to book a table for two tonight somewhere romantic.](https://directindex.org/city/philadelphia/recommended/romantic) | [Bistro Romano](https://directindex.org/r/bistroromano.com) own site
[Cicala at the Divine Lorraine](https://directindex.org/r/cicalarestaurant.com) own site
[Jean-Georges Philadelphia](https://directindex.org/r/jean-georgesphiladelphia.com) own site | [Vetri Cucina](https://directindex.org/r/vetricucina.com) own site
[Fork](https://directindex.org/r/forkrestaurant.com) own site
[Suraya](https://directindex.org/r/surayaphilly.com) own site |
| [Best pizza delivered to where I'm staying, right now.](https://directindex.org/city/philadelphia/recommended/pizza-delivery) | [Pizzeria Beddia](https://directindex.org/r/pizzeriabeddia.com) no link
[Shackamaxon](https://directindex.org/r/pizzashackamaxon.com) own site | [Dough Head Pizza](https://directindex.org/r/doughheadpizza.com) own site
[Lorenzo and Sons Pizza](https://directindex.org/r/livecasinohotel.com) marketplace
[Pizzeria Pesto](https://directindex.org/scan/pizzeriapesto.com) own site |
| [A good vegan or vegetarian lunch near the centre, today.](https://directindex.org/city/philadelphia/recommended/vegan-lunch) | [HipCityVeg](https://directindex.org/r/hipcityveg.com) own site
[LUHV Vegan Deli](https://directindex.org/r/ccdphila.org) own site | [HipCityVeg](https://directindex.org/r/hipcityveg.com) own site
[P.S. & Co](https://directindex.org/r/psandco.com) own site
Govindas Gourmet Vegetarian no link |
| [I want sushi delivered this evening.](https://directindex.org/city/philadelphia/recommended/sushi) | [Nori Sushi](https://directindex.org/r/norisushi1636.com) own site
[Sumo Sushi](https://directindex.org/r/sumosushiphiladelphia.com) own site
[Kura Sushi](https://directindex.org/r/kurasushi.com) own site | [Morimoto](https://directindex.org/r/morimotorestaurant.com) own site
[Tomo Sushi & Ramen](https://directindex.org/r/tomosushiandramen.com) own site
[Vic Sushi Bar](https://directindex.org/r/vicsushibar.com) own site |
| [A traditional local restaurant that tourists don't know. Book me a table for Saturday.](https://directindex.org/city/philadelphia/recommended/local-saturday) | [Elwood](https://directindex.org/r/elwoodrestaurant.com) own site
[Dante & Luigi’s](https://directindex.org/r/danteandluigis.com) own site
[Il Gusto Tavola](https://directindex.org/scan/ilgustotavola.com) own site | Helm BYOB marketplace
[Musette](https://directindex.org/scan/musettephiladelphia.com) own site
[The Kettle Black](https://directindex.org/scan/thekettleblackphilly.com) own site |
| [Brunch on Sunday for four. Where can I reserve?](https://directindex.org/city/philadelphia/recommended/brunch) | [Renata’s Kitchen](https://directindex.org/r/renatas-kitchen.com) own site
[Wilder](https://directindex.org/r/wilderphilly.com) own site | [Parc Brasserie](https://directindex.org/scan/parcbrasserie.com) own site
[Suraya](https://directindex.org/r/surayaphilly.com) marketplace
Talulas Garden marketplace |
| [Seafood dinner with a view, table for four this week.](https://directindex.org/city/philadelphia/recommended/seafood-view) | [Moshulu](https://directindex.org/r/moshulu.com) own site
[Keating’s Rope & Anchor](https://directindex.org/r/keatingsphiladelphia.com) own site
[Lucky Duck](https://directindex.org/scan/luckyduckphl.com) own site | [Moshulu](https://directindex.org/r/moshulu.com) own site
[Liberty Point](https://directindex.org/r/libertypointphilly.com) own site
[Chart House](https://directindex.org/r/chart-house.com) own site |
| [A cheap lunch menu near the centre.](https://directindex.org/city/philadelphia/recommended/cheap-lunch) | Center City/Old City no link
[Goldie](https://directindex.org/r/goldiefalafel.com) own site
[Hi-Lo Taco Co](https://directindex.org/r/hilotacoco.com) own site
[El Azteca Uno](https://directindex.org/r/aztecasrestaurants.com) own site | Fuel Center City no link
[HipCityVeg](https://directindex.org/r/hipcityveg.com) no link
Reading Terminal Market no link |
| [Birthday dinner for eight on Friday. I want to book online.](https://directindex.org/city/philadelphia/recommended/birthday-8) | [High Street](https://directindex.org/r/highstreetonmarket.com) own site
[La Famiglia Ristorante](https://directindex.org/r/lafamiglia.com) own site
[Amalfi Ristorante](https://directindex.org/r/amalfiphila.com) own site | CO-OP Restaurant & Lounge marketplace
[The Capital Grille](https://directindex.org/r/thecapitalgrille.com) own site
[Osteria](https://directindex.org/r/osteriaphilly.com) marketplace |
| [Best burger in town, and I want to order online.](https://directindex.org/city/philadelphia/recommended/burger) | [Huda Burger](https://directindex.org/scan/hudaburger.com) own site
[P’unk Burger](https://directindex.org/r/punkburger.com) own site
[Middle Child Clubhouse](https://directindex.org/r/middlechildphilly.com) own site | [Punk Burger](https://directindex.org/r/punkburger.com) own site
[Village Whiskey](https://directindex.org/r/villagewhiskey.com) own site
[The Dandelion](https://directindex.org/r/thedandelionpub.com) own site |
| [Something to eat after midnight, delivered or open late.](https://directindex.org/city/philadelphia/recommended/late-night) | [15th St Pizza & Cheesesteak](https://directindex.org/r/15thstpizza.com) own site
[SQ Philip’s Steaks](https://directindex.org/r/sqphilipssteaks.com) own site
[Triangle Tavern](https://directindex.org/r/triangletavernphilly.com) own site | [Pats King of Steaks](https://directindex.org/r/patskingofsteaks.com) own site
[Taqueria La Prima](https://directindex.org/r/taquerialaprima.com) own site
[Davids Mai Lai Wah](https://directindex.org/r/davidsmailaiwah.com) own site |
| [Dinner with two kids tonight, somewhere relaxed. Book a table for four.](https://directindex.org/city/philadelphia/recommended/kids-family) | [Craft Hall](https://directindex.org/scan/crafthallphilly.com) own site
[Bridget Foy’s](https://directindex.org/r/bridgetfoys.com) own site
[Frankford Hall](https://directindex.org/r/frankfordhall.com) own site | [Craft Hall](https://directindex.org/scan/crafthallphilly.com) own site
[Pizzeria Stella](https://directindex.org/r/pizzeriastella.net) own site
[Dock Street Brewery](https://directindex.org/r/dockstreetbeer.com) own site |
| [I'm coeliac. A restaurant with real gluten-free options for dinner, book it.](https://directindex.org/city/philadelphia/recommended/gluten-free) | [Mission Taqueria](https://directindex.org/r/missiontaqueria.com) own site
[Kalaya](https://directindex.org/r/kalayathai.com) own site | [P.S. & Co](https://directindex.org/r/psandco.com) own site
[Vedge](https://directindex.org/r/vedgerestaurant.com) own site
[Mission Taqueria](https://directindex.org/r/missiontaqueria.com) own site |
| [Lunch on a terrace in the sun tomorrow. Where can I reserve?](https://directindex.org/city/philadelphia/recommended/terrace) | [Continental Mid-town](https://directindex.org/r/continentalmidtown.com) own site
[Sor Ynéz](https://directindex.org/r/sorynez.com) own site | [The Terrace at Os](https://directindex.org/scan/originalsrestaurantandbar.com) own site
[Revolution House](https://directindex.org/r/revolutionhouse.com) own site
[Suraya](https://directindex.org/r/surayaphilly.com) own site |
| [A dinner for a group of twelve next Thursday. Who takes big tables online?](https://directindex.org/city/philadelphia/recommended/group-12) | [Kalaya](https://directindex.org/r/kalayaphilly.com) own site
[Rouge](https://directindex.org/r/rouge98.com) own site
[Dear Daphni](https://directindex.org/r/deardaphni.com) own site | [Osteria](https://directindex.org/r/osteriaphilly.com) own site
[Harp & Crown](https://directindex.org/r/harpcrown.com) own site
[Fork](https://directindex.org/r/forkrestaurant.com) own site |
| [A special tasting menu for our anniversary next month. Book us in.](https://directindex.org/city/philadelphia/recommended/fine-dining) | [Vetri Cucina](https://directindex.org/r/vetricucina.com) own site | [Vetri Cucina](https://directindex.org/r/vetricucina.com) own site
[Friday Saturday Sunday](https://directindex.org/r/fridaysaturdaysunday.com) own site
Jean-Georges Philadelphia own site |
| [A quiet place for a business lunch on Tuesday, book for three at noon.](https://directindex.org/city/philadelphia/recommended/business-lunch) | [Lacroix](https://directindex.org/r/lacroixrestaurant.com) own site
[Wilder](https://directindex.org/r/wilderphilly.com) own site | [Parc](https://directindex.org/r/parc-restaurant.com) own site
[Talulas Garden](https://directindex.org/r/talulasgarden.com) own site
[Lacroix Restaurant at The Rittenhouse](https://directindex.org/r/lacroixrestaurant.com) own site |
| [Good breakfast near the centre tomorrow from 8. Can I book?](https://directindex.org/city/philadelphia/recommended/breakfast) | [The Wayward](https://directindex.org/r/thewayward.com) own site
[3J’s Cafe](https://directindex.org/r/3jscafephilly.com) own site | [High Street Philly](https://directindex.org/scan/highstreetphilly.com) own site
[Sabrinas Cafe](https://directindex.org/r/sabrinascafe.com) own site
[Reading Terminal Market](https://directindex.org/scan/readingterminalmarket.org) own site |
| [Something healthy like bowls or salads delivered to my office at lunch.](https://directindex.org/city/philadelphia/recommended/healthy-bowl) | [Sweetgreen](https://directindex.org/r/sweetgreen.com) own site
[DIG](https://directindex.org/r/diginn.com) own site
[Just Salad](https://directindex.org/r/justsalad.com) own site | [Sweetgreen](https://directindex.org/r/sweetgreen.com) own site
[honeygrow](https://directindex.org/r/honeygrow.com) own site
[Just Salad](https://directindex.org/r/justsalad.com) own site |
| [A wine bar with small plates tonight. Reserve two seats.](https://directindex.org/city/philadelphia/recommended/wine-bar) | OLOROSO is closed Mondays no link
[Barcelona Wine Bar](https://directindex.org/r/barcelonawinebar.com) own site
[Make a Reservation](https://directindex.org/r/barcelonawinebar.com) own site
[Tria Rittenhouse](https://directindex.org/r/triaphilly.com) own site | [Barcelona Wine Bar](https://directindex.org/r/barcelonawinebar.com) own site
[Bloomsday Cafe](https://directindex.org/r/bloomsdayphilly.com) own site
Vintage Wine Bar marketplace |
| [Somewhere good that's actually open on Monday evening, book a table.](https://directindex.org/city/philadelphia/recommended/open-monday) | [Zahav](https://directindex.org/r/zahavrestaurant.com) own site
[Luna BYOB](https://directindex.org/r/lunabyob.com) own site | [Zahav](https://directindex.org/r/zahavrestaurant.com) marketplace
[Suraya](https://directindex.org/r/surayaphilly.com) marketplace
[Vetri Cucina](https://directindex.org/r/vetricucina.com) own site |

 Method

## How this is counted

Everything here is counted in answers, using the latest answer from each assistant to each question, asked with web search on. Some questions are the ones people ask ("best pizza delivered right now", "book me a table for Saturday"). The others are three questions about each of the top-ranked businesses in the index: the official website, where to book and where to order. Every link in an answer is read. A destination counts once for each answer that links to it, whether as the place to book or as a source the assistant cited. So each share is the share of answers that link that destination, and the shares don't add up to 100%.

All the businesses' own sites share one row, whatever the business. A booking or ordering vendor on the business's own domain counts as direct. Marketplaces and directories are named. Listing, review and map sites (Tripadvisor, Google Maps, Yelp) count as directories, even where the scanner files them with the marketplaces. Newspapers, magazines, guides, forums and tourism sites share one row. Anything left is listed by its registered domain, and a model sorts each of those unknown hosts once into directory, press, marketplace, vendor, business or other, with the reason shown. Text that only looks like a host because a space is missing ("them.here") is dropped. Business names are matched against the index. A place that isn't in the index links to a scan of its site, if the assistant gave one.

Updated 2026-11-03. The data is open, and the JSON version of this page has every destination. [Methodology](https://directindex.org/methodology).

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
{"@context":"https://schema.org","@type":"Dataset","name":"Where AI assistants send people in Philadelphia","url":"https://directindex.org/city/philadelphia/assistants","description":"Philadelphia: 71% of 164 assistant answers link a business's own site and 33% a marketplace, Uber Eats most often. From ChatGPT, Claude and Gemini, November 2026.","license":"https://opendatacommons.org/licenses/odbl/","creator":{"@id":"https://directindex.org/#org"},"temporalCoverage":"2026-11","distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/city/philadelphia/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/philadelphia/assistants?format=md"}]}
```