Getting Started with Yelp Fusion AI
This guide will walk you through the steps needed to integrate the Yelp Fusion AI API into your application, leveraging best practices for a smooth developer experience. We will cover how to make your first API endpoint request, receive a response, and how to manage session state across subsequent requests.
Introduction
The Yelp Fusion AI API enables developers to build conversational experiences for local business discovery. Whether you're developing a chatbot, integrating into voice assistants or enhancing your app with smart local business recommendations, Fusion AI API provides flexible and power capabilities. The API takes in natural language inquiries and provides natural language responses along with structured data for additional context (e.g., location-based search results & business details).
Prerequisites
Before you start, ensure you have the following:
- A Yelp Fusion API account, and an API key for authentication. Refer to Fusion Authentication for further details.
- Basic knowledge of HTTP requests and JSON.
- A development environment (such as curl, Postman, or a client library in your preferred programming language) to send HTTP requests.
Making Your First API Request
Your first request does not need to include a chat_id. You can simply send a payload similar to the one below. The API endpoint will handle the conversation state internally and return a chat_id in the response, which you can use in subsequent calls for that user session.
Example Request (first request):
POST https://api.yelp.com/ai/chat/v2
Authorization: Bearer <Your API Key>
Content-Type: application/json
{
"query": "What's a good vegan pizza place near me?",
"user_context": {
"locale": "en_US",
"latitude": 40.7128,
"longitude": -74.0060
}
}
Explanation
- query: The user’s natural-language request or query.
- user_context: Optional but highly recommended context, such as the user’s locale and/or location coordinates.
A successful response includes the AI’s textual output and may also contain structured data relevant to the response. Below is an example showing a typical response with business recommendations:
{
"response": {
"text": "I found a few great vegan pizza options nearby. Double Zero is a fully vegan pizzeria with cashew cheese and truffle pizzas and a trendy vibe. Norm's Pizza offers naturally leavened dough and classic NY-style slices, while Underground Pizza features gluten-free and keto options with a crispy thin crust. Double Zero is 100% plant-based, while the others have vegan-friendly choices.",
"tags": [
{
"tag_type": "business",
"start": 48,
"end": 59,
"meta": {
"business_id": "EBK0OkVMBg_n_KxAU_4DZg"
}
},
{
"tag_type": "highlight",
"start": 91,
"end": 123
},
{
"tag_type": "business",
"start": 143,
"end": 155,
"meta": {
"business_id": "Qr9FJkZAzav9px3xsEf1yQ"
}
},
{
"tag_type": "highlight",
"start": 163,
"end": 187
},
{
"tag_type": "business",
"start": 223,
"end": 240,
"meta": {
"business_id": "B1XdGwZZ5ee2fBdngj7NUw"
}
},
{
"tag_type": "highlight",
"start": 250,
"end": 278
}
]
},
"types": [
"business_search"
],
"entities": [
{
"businesses": [
{
"id": "Qr9FJkZAzav9px3xsEf1yQ",
"alias": "norms-pizza-new-york",
"name": "Norm's Pizza",
"url": "https://www.yelp.com/biz/norms-pizza-new-york?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "8 Cortlandt St",
"address2": null,
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "8 Cortlandt St\nNew York, NY 10007"
},
"coordinates": {
"latitude": 40.71008448698627,
"longitude": -74.0103149
},
"review_count": 41,
"price": null,
"rating": 4.6,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
}
],
"attributes": {
"BusinessUrl": "http://www.normspizza.com",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": "Norm\u2019s is a straight-up, no-frills pizza parlor. Heavy on the nostalgia and low on the BS, this is classic Brooklyn pizza for the people. We use only the highest quality ingredients, and we utilize the centuries-old technique of natural leavening to make our dough. At Norm\u2019s, there\u2019s a slice for you.",
"AboutThisBizYearEstablished": null,
"Alcohol": "none",
"Ambience": null,
"BikeParking": null,
"BusinessAcceptsAndroidPay": null,
"BusinessAcceptsApplePay": null,
"BusinessAcceptsBitcoin": null,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": null,
"BusinessMovedTo": null,
"BusinessParking": {
"valet": false,
"garage": false,
"street": false,
"lot": false,
"validated": true
},
"BYOB": false,
"BYOBCorkage": null,
"Caters": true,
"Corkage": null,
"DogsAllowed": null,
"DriveThru": null,
"FlowerDelivery": null,
"GenderNeutralRestrooms": null,
"GoodForKids": null,
"GoodForMeal": null,
"HappyHour": null,
"HasTV": false,
"MenuUrl": "https://normspizza.com/welcome#menu-home",
"NationalProviderIdentifier": null,
"NoiseLevel": null,
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"PokestopNearby": null,
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": null,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": null,
"RestaurantsReservations": null,
"RestaurantsTableService": null,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": true,
"WiFi": null,
"biz_summary": {
"summary": "NY-style pizza with chewy crust near the World Trade Center Memorial.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 30
},
"biz_summary_long": {
"summary": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens. The menu features a variety of pies, including the distinctive vodka sauce pizza and avant garlic slice, with limited standing tables available for dining.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 17
}
},
"phone": "+16466492692",
"summaries": {
"short": "NY-style pizza with chewy crust near the World Trade Center Memorial.",
"medium": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens.",
"long": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens. The menu features a variety of pies, including the distinctive vodka sauce pizza and avant garlic slice, with limited standing tables available for dining."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/fQmKa1TxZlIudVp_CS84hw/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/w0PxbS84It-NhZMLEUrCIA/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/rJoupHXh7UuM2r4t2jxAIw/o.jpg"
}
],
"review_snippet": "Great [[HIGHLIGHT]]pizza[[ENDHIGHLIGHT]]! Nice thin crispy crust.. pizza doesn't have any flop which I sort of like in my NY..."
}
},
{
"id": "EBK0OkVMBg_n_KxAU_4DZg",
"alias": "double-zero-new-york-5",
"name": "Double Zero",
"url": "https://www.yelp.com/biz/double-zero-new-york-5?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "65 2nd Ave",
"address2": "",
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "65 2nd Ave\nNew York, NY 10003"
},
"coordinates": {
"latitude": 40.7260895,
"longitude": -73.9897998
},
"review_count": 662,
"price": "$$",
"rating": 4.3,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
},
{
"alias": "italian",
"title": "Italian"
}
],
"attributes": {
"BusinessAcceptsApplePay": false,
"GenderNeutralRestrooms": true,
"PokestopNearby": true,
"BusinessUrl": "https://www.matthewkenneycuisine.com/double-zero",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": null,
"AboutThisBizYearEstablished": null,
"Alcohol": "full_bar",
"Ambience": {
"divey": false,
"hipster": null,
"casual": null,
"touristy": false,
"trendy": true,
"intimate": null,
"romantic": null,
"classy": null,
"upscale": null
},
"BikeParking": true,
"BusinessAcceptsAndroidPay": null,
"BusinessAcceptsBitcoin": false,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": "",
"BusinessMovedTo": null,
"BusinessParking": {
"garage": false,
"street": true,
"validated": false,
"lot": false,
"valet": false
},
"BYOB": false,
"BYOBCorkage": null,
"Caters": true,
"Corkage": false,
"DogsAllowed": true,
"DriveThru": null,
"FlowerDelivery": null,
"GoodForKids": false,
"GoodForMeal": {
"dessert": null,
"latenight": false,
"lunch": null,
"dinner": true,
"brunch": false,
"breakfast": false
},
"HappyHour": false,
"HasTV": false,
"MenuUrl": "",
"NationalProviderIdentifier": null,
"NoiseLevel": "average",
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"RestaurantsAttire": "casual",
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": true,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": 2,
"RestaurantsReservations": true,
"RestaurantsTableService": true,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": true,
"WiFi": "free",
"biz_summary_long": {
"summary": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese. The restaurant caters to both vegans and non-vegans, with gluten-free options and accommodating service.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 49
},
"biz_summary": {
"summary": "Vegan pizzeria with a wood-burning oven offering cashew cheese and truffle pizzas.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 30
}
},
"phone": "+12127771608",
"summaries": {
"short": "Vegan pizzeria with a wood-burning oven offering cashew cheese and truffle pizzas.",
"medium": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese.",
"long": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese. The restaurant caters to both vegans and non-vegans, with gluten-free options and accommodating service."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/Aea3haoOsIyHF__Lksp7hQ/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/7L5UHRZUUA0tMDuFglEWqA/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/VZ8E_RSMCy3GYgBZmW65Fw/o.jpg"
}
],
"review_snippet": "I wouldnt come back since i prefer non [[HIGHLIGHT]]vegan pizza[[ENDHIGHLIGHT]] but the service and ambiance is good and it..."
}
},
{
"id": "B1XdGwZZ5ee2fBdngj7NUw",
"alias": "underground-pizza-new-york",
"name": "Underground Pizza",
"url": "https://www.yelp.com/biz/underground-pizza-new-york?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "3 Hanover Sq",
"address2": "",
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "3 Hanover Sq\nNew York, NY 10004"
},
"coordinates": {
"latitude": 40.7048741,
"longitude": -74.0095469
},
"review_count": 361,
"price": "$",
"rating": 4.1,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
},
{
"alias": "italian",
"title": "Italian"
}
],
"attributes": {
"BusinessAcceptsAndroidPay": false,
"BusinessAcceptsApplePay": false,
"GenderNeutralRestrooms": true,
"BusinessUrl": "https://www.undergroundpizzanyny.com",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": null,
"AboutThisBizYearEstablished": null,
"Alcohol": "none",
"Ambience": {
"touristy": false,
"hipster": false,
"romantic": false,
"divey": null,
"intimate": false,
"trendy": false,
"upscale": false,
"classy": false,
"casual": true
},
"BikeParking": true,
"BusinessAcceptsBitcoin": null,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": null,
"BusinessMovedTo": null,
"BusinessParking": {
"valet": false,
"garage": false,
"street": true,
"lot": false,
"validated": false
},
"BYOB": null,
"BYOBCorkage": "no",
"Caters": true,
"Corkage": null,
"DogsAllowed": null,
"DriveThru": null,
"FlowerDelivery": null,
"GoodForKids": true,
"GoodForMeal": {
"dessert": false,
"latenight": false,
"lunch": true,
"dinner": true,
"brunch": false,
"breakfast": false
},
"HappyHour": null,
"HasTV": true,
"MenuUrl": "https://undergroundpizzanyny.com/menu",
"NationalProviderIdentifier": null,
"NoiseLevel": "average",
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"PokestopNearby": null,
"RestaurantsAttire": "casual",
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": true,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": 1,
"RestaurantsReservations": false,
"RestaurantsTableService": null,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": null,
"WiFi": "no",
"biz_summary_long": {
"summary": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor. Customers can enjoy quick service and a variety of lunch specials, making it a convenient spot for a satisfying meal.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 26
},
"biz_summary": {
"summary": "New York-style pizza known for Grandma's pizza and crispy thin crust.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 23
}
},
"phone": "+12124254442",
"summaries": {
"short": "New York-style pizza known for Grandma's pizza and crispy thin crust.",
"medium": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor.",
"long": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor. Customers can enjoy quick service and a variety of lunch specials, making it a convenient spot for a satisfying meal."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/a6P1kw34CNDT49Vq5TmyDA/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/C-__uEe2mlqP3HlecTM9FQ/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/4j1ApbUt8Un2E05eoyH46A/o.jpg"
}
],
"review_snippet": "Maybe because I've been raised in NJ and gotten my fair share of \"NY Style [[HIGHLIGHT]]Pizzas[[ENDHIGHLIGHT]]\" and \"big-box..."
}
}
]
}
],
"chat_id": "7ac95mkCJBR9WVPfpf3R_w"
}
Important Fields
- response.text: The AI’s primary response in natural language.
- types: Contextual tags indicating the nature of the response (here,
"business_search"). - entities: Structured data containing relevant entities. In the example, this includes an array of businesses.
- contextual_info.summary: A contextually relevant, AI-generated summary of the business based on the user's query.
- summaries: Provides different levels of detail about the business, including a short, medium, and long description. This allows developers to choose the appropriate level of detail depending on their use case, such as quick previews for chatbots or full descriptions for business profiles.
- review_snippet: A highlighted snippet from a user review.
- chat_id: The identifier for your conversation. Use this in further requests to continue the same conversation context.
Visit the Fusion AI API Reference page for detailed information on the fields returned by the API endpoint.
Example 2: Business Question and Response
After you complete your first request, the response’s chat_id should be included in each subsequent request for that user's session. This helps the Fusion AI API maintain context and continuity across multiple queries.
Example Request (subsequent requests):
POST https://api.yelp.com/ai/chat/v2
Authorization: Bearer <Your API Key>
Content-Type: application/json
{
"query": "What are their opening hours?",
"chat_id": "qs_MyS18PQJms3p5xdeVpQ"
}
Providing the chat_id into your requests ensures the AI knows you're continuing the same conversation. This way, the system can provide an informed response based on your prior interactions.
Example Response:
{
"response": {
"text": "Double Zero is open daily from 12:00 PM to 11:00 PM (Friday and Saturday until 1:00 AM). Norm's Pizza is open Monday to Saturday 10:00 AM to 10:00 PM and Sunday 11:00 AM to 9:00 PM. Underground Pizza is open Monday to Friday 9:00 AM to 9:00 PM and Saturday 10:00 AM to 8:00 PM.",
"tags": [
{
"tag_type": "business",
"start": 0,
"end": 11,
"meta": {
"business_id": "EBK0OkVMBg_n_KxAU_4DZg"
}
},
{
"tag_type": "highlight",
"start": 31,
"end": 51
},
{
"tag_type": "business",
"start": 89,
"end": 101,
"meta": {
"business_id": "Qr9FJkZAzav9px3xsEf1yQ"
}
},
{
"tag_type": "highlight",
"start": 129,
"end": 149
},
{
"tag_type": "highlight",
"start": 161,
"end": 180
},
{
"tag_type": "business",
"start": 182,
"end": 199,
"meta": {
"business_id": "B1XdGwZZ5ee2fBdngj7NUw"
}
},
{
"tag_type": "highlight",
"start": 225,
"end": 243
},
{
"tag_type": "highlight",
"start": 257,
"end": 276
}
]
},
"types": [
"business_question"
],
"entities": [
{
"businesses": [
{
"id": "Qr9FJkZAzav9px3xsEf1yQ",
"alias": "norms-pizza-new-york",
"name": "Norm's Pizza",
"url": "https://www.yelp.com/biz/norms-pizza-new-york?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "8 Cortlandt St",
"address2": null,
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "8 Cortlandt St\nNew York, NY 10007"
},
"coordinates": {
"latitude": 40.71008448698627,
"longitude": -74.0103149
},
"review_count": 41,
"price": null,
"rating": 4.6,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
}
],
"attributes": {
"BusinessUrl": "http://www.normspizza.com",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": "Norm\u2019s is a straight-up, no-frills pizza parlor. Heavy on the nostalgia and low on the BS, this is classic Brooklyn pizza for the people. We use only the highest quality ingredients, and we utilize the centuries-old technique of natural leavening to make our dough. At Norm\u2019s, there\u2019s a slice for you.",
"AboutThisBizYearEstablished": null,
"Alcohol": "none",
"Ambience": null,
"BikeParking": null,
"BusinessAcceptsAndroidPay": null,
"BusinessAcceptsApplePay": null,
"BusinessAcceptsBitcoin": null,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": null,
"BusinessMovedTo": null,
"BusinessParking": {
"valet": false,
"garage": false,
"street": false,
"lot": false,
"validated": true
},
"BYOB": false,
"BYOBCorkage": null,
"Caters": true,
"Corkage": null,
"DogsAllowed": null,
"DriveThru": null,
"FlowerDelivery": null,
"GenderNeutralRestrooms": null,
"GoodForKids": null,
"GoodForMeal": null,
"HappyHour": null,
"HasTV": false,
"MenuUrl": "https://normspizza.com/welcome#menu-home",
"NationalProviderIdentifier": null,
"NoiseLevel": null,
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"PokestopNearby": null,
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": null,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": null,
"RestaurantsReservations": null,
"RestaurantsTableService": null,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": true,
"WiFi": null,
"biz_summary": {
"summary": "NY-style pizza with chewy crust near the World Trade Center Memorial.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 30
},
"biz_summary_long": {
"summary": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens. The menu features a variety of pies, including the distinctive vodka sauce pizza and avant garlic slice, with limited standing tables available for dining.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 17
}
},
"phone": "+16466492692",
"summaries": {
"short": "NY-style pizza with chewy crust near the World Trade Center Memorial.",
"medium": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens.",
"long": "Classic pizza parlor with a 1960s-inspired design offering prepared slices in Downtown Brooklyn. Norm's Pizza uses naturally leavened dough and high-quality ingredients, baked in high-temperature electric ovens. The menu features a variety of pies, including the distinctive vodka sauce pizza and avant garlic slice, with limited standing tables available for dining."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [
{
"day_of_week": "Monday",
"business_hours": [
{
"open_time": "2025-06-23 10:00:00",
"close_time": "2025-06-23 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Tuesday",
"business_hours": [
{
"open_time": "2025-06-24 10:00:00",
"close_time": "2025-06-24 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Wednesday",
"business_hours": [
{
"open_time": "2025-06-25 10:00:00",
"close_time": "2025-06-25 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Thursday",
"business_hours": [
{
"open_time": "2025-06-26 10:00:00",
"close_time": "2025-06-26 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Friday",
"business_hours": [
{
"open_time": "2025-06-27 10:00:00",
"close_time": "2025-06-27 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Saturday",
"business_hours": [
{
"open_time": "2025-06-28 10:00:00",
"close_time": "2025-06-28 22:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Sunday",
"business_hours": [
{
"open_time": "2025-06-29 11:00:00",
"close_time": "2025-06-29 21:00:00"
}
],
"special_hours_applied": false
}
],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/fQmKa1TxZlIudVp_CS84hw/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/w0PxbS84It-NhZMLEUrCIA/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/rJoupHXh7UuM2r4t2jxAIw/o.jpg"
}
],
"review_snippet": "Great [[HIGHLIGHT]]pizza[[ENDHIGHLIGHT]]! Nice thin crispy crust.. pizza doesn't have any flop which I sort of like in my NY..."
}
},
{
"id": "EBK0OkVMBg_n_KxAU_4DZg",
"alias": "double-zero-new-york-5",
"name": "Double Zero",
"url": "https://www.yelp.com/biz/double-zero-new-york-5?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "65 2nd Ave",
"address2": "",
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "65 2nd Ave\nNew York, NY 10003"
},
"coordinates": {
"latitude": 40.7260895,
"longitude": -73.9897998
},
"review_count": 662,
"price": "$$",
"rating": 4.3,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
},
{
"alias": "italian",
"title": "Italian"
}
],
"attributes": {
"BusinessAcceptsApplePay": false,
"GenderNeutralRestrooms": true,
"PokestopNearby": true,
"BusinessUrl": "https://www.matthewkenneycuisine.com/double-zero",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": null,
"AboutThisBizYearEstablished": null,
"Alcohol": "full_bar",
"Ambience": {
"divey": false,
"hipster": null,
"casual": null,
"touristy": false,
"trendy": true,
"intimate": null,
"romantic": null,
"classy": null,
"upscale": null
},
"BikeParking": true,
"BusinessAcceptsAndroidPay": null,
"BusinessAcceptsBitcoin": false,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": "",
"BusinessMovedTo": null,
"BusinessParking": {
"garage": false,
"street": true,
"validated": false,
"lot": false,
"valet": false
},
"BYOB": false,
"BYOBCorkage": null,
"Caters": true,
"Corkage": false,
"DogsAllowed": true,
"DriveThru": null,
"FlowerDelivery": null,
"GoodForKids": false,
"GoodForMeal": {
"dessert": null,
"latenight": false,
"lunch": null,
"dinner": true,
"brunch": false,
"breakfast": false
},
"HappyHour": false,
"HasTV": false,
"MenuUrl": "",
"NationalProviderIdentifier": null,
"NoiseLevel": "average",
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"RestaurantsAttire": "casual",
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": true,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": 2,
"RestaurantsReservations": true,
"RestaurantsTableService": true,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": true,
"WiFi": "free",
"biz_summary_long": {
"summary": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese. The restaurant caters to both vegans and non-vegans, with gluten-free options and accommodating service.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 49
},
"biz_summary": {
"summary": "Vegan pizzeria with a wood-burning oven offering cashew cheese and truffle pizzas.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 30
}
},
"phone": "+12127771608",
"summaries": {
"short": "Vegan pizzeria with a wood-burning oven offering cashew cheese and truffle pizzas.",
"medium": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese.",
"long": "Vegan Italian restaurant with indoor seating offering a casual ambiance and outdoor seating with a street view. The menu includes a diverse selection of pizzas, pastas, and small plates, all crafted with plant-based ingredients. The establishment features a thin, crispy crust and creative toppings like truffle mushrooms and cashew cheese. The restaurant caters to both vegans and non-vegans, with gluten-free options and accommodating service."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [
{
"day_of_week": "Monday",
"business_hours": [
{
"open_time": "2025-06-23 12:00:00",
"close_time": "2025-06-23 23:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Tuesday",
"business_hours": [
{
"open_time": "2025-06-24 12:00:00",
"close_time": "2025-06-24 23:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Wednesday",
"business_hours": [
{
"open_time": "2025-06-25 12:00:00",
"close_time": "2025-06-25 23:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Thursday",
"business_hours": [
{
"open_time": "2025-06-26 12:00:00",
"close_time": "2025-06-26 23:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Friday",
"business_hours": [
{
"open_time": "2025-06-27 12:00:00",
"close_time": "2025-06-28 01:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Saturday",
"business_hours": [
{
"open_time": "2025-06-28 12:00:00",
"close_time": "2025-06-29 01:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Sunday",
"business_hours": [
{
"open_time": "2025-06-29 12:00:00",
"close_time": "2025-06-29 23:00:00"
}
],
"special_hours_applied": false
}
],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/co1F86z4CLAShB4Kx21MHg/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/Z6o9k1Wj5050wQwxSpcxDg/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/OZP77Pp94T-AW25MEOjGlA/o.jpg"
}
],
"review_snippet": "I wouldnt come back since i prefer non [[HIGHLIGHT]]vegan pizza[[ENDHIGHLIGHT]] but the service and ambiance is good and it..."
}
},
{
"id": "B1XdGwZZ5ee2fBdngj7NUw",
"alias": "underground-pizza-new-york",
"name": "Underground Pizza",
"url": "https://www.yelp.com/biz/underground-pizza-new-york?adjust_creative=uKZbO3XxGEy7Htt5nSGiRw&utm_campaign=yelp_api_v3&utm_medium=api_v3_public_ai_api_chat_v2&utm_source=uKZbO3XxGEy7Htt5nSGiRw",
"location": {
"address1": "3 Hanover Sq",
"address2": "",
"address3": "",
"city": "New York",
"zip_code": null,
"state": "NY",
"country": "US",
"formatted_address": "3 Hanover Sq\nNew York, NY 10004"
},
"coordinates": {
"latitude": 40.7048741,
"longitude": -74.0095469
},
"review_count": 361,
"price": "$",
"rating": 4.1,
"categories": [
{
"alias": "pizza",
"title": "Pizza"
},
{
"alias": "italian",
"title": "Italian"
}
],
"attributes": {
"BusinessAcceptsAndroidPay": false,
"BusinessAcceptsApplePay": false,
"GenderNeutralRestrooms": true,
"BusinessUrl": "https://www.undergroundpizzanyny.com",
"AboutThisBizBioPhotoDict": null,
"AboutThisBizBusinessRecommendation": [],
"BusinessAddressAlternate": null,
"BusinessCategorySic": null,
"BusinessMovedFrom": null,
"BusinessNameAlternate": null,
"BusinessOpeningDate": null,
"BusinessTempClosed": null,
"GroupName": null,
"StoreCode": null,
"AboutThisBizBio": null,
"AboutThisBizBioFirstName": null,
"AboutThisBizBioLastName": null,
"AboutThisBizHistory": null,
"AboutThisBizRole": null,
"AboutThisBizSpecialties": null,
"AboutThisBizYearEstablished": null,
"Alcohol": "none",
"Ambience": {
"touristy": false,
"hipster": false,
"romantic": false,
"divey": null,
"intimate": false,
"trendy": false,
"upscale": false,
"classy": false,
"casual": true
},
"BikeParking": true,
"BusinessAcceptsBitcoin": null,
"BusinessAcceptsCreditCards": true,
"BusinessDisplayUrl": null,
"BusinessMovedTo": null,
"BusinessParking": {
"valet": false,
"garage": false,
"street": true,
"lot": false,
"validated": false
},
"BYOB": null,
"BYOBCorkage": "no",
"Caters": true,
"Corkage": null,
"DogsAllowed": null,
"DriveThru": null,
"FlowerDelivery": null,
"GoodForKids": true,
"GoodForMeal": {
"dessert": false,
"latenight": false,
"lunch": true,
"dinner": true,
"brunch": false,
"breakfast": false
},
"HappyHour": null,
"HasTV": true,
"MenuUrl": "https://undergroundpizzanyny.com/menu",
"NationalProviderIdentifier": null,
"NoiseLevel": "average",
"OffersMilitaryDiscount": null,
"OngoingVigilanteEvent": null,
"OnlineReservations": null,
"Open24Hours": null,
"BusinessOpenToAll": null,
"PlatformDelivery": null,
"PokestopNearby": null,
"RestaurantsAttire": "casual",
"RestaurantsCounterService": null,
"RestaurantsDelivery": true,
"RestaurantsGoodForGroups": true,
"RestaurantsPriceRange": null,
"RestaurantsPriceRange2": 1,
"RestaurantsReservations": false,
"RestaurantsTableService": null,
"RestaurantsTakeOut": true,
"WaitlistReservation": null,
"WheelchairAccessible": null,
"WiFi": "no",
"biz_summary_long": {
"summary": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor. Customers can enjoy quick service and a variety of lunch specials, making it a convenient spot for a satisfying meal.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 26
},
"biz_summary": {
"summary": "New York-style pizza known for Grandma's pizza and crispy thin crust.",
"is_inactive": false,
"allows_auto_summary_generation": true,
"eligible_reviews_considered": 23
}
},
"phone": "+12124254442",
"summaries": {
"short": "New York-style pizza known for Grandma's pizza and crispy thin crust.",
"medium": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor.",
"long": "Authentic pizzeria with a diverse menu focusing on traditional and specialty pizzas, including gluten-free and keto options with cauliflower crust. Notable dishes include the Shrimp Parmigiana with Pasta Lunch Special and the Grandma Pizza. The establishment features a compact dining area with retro decor. Customers can enjoy quick service and a variety of lunch specials, making it a convenient spot for a satisfying meal."
},
"contextual_info": {
"summary": null,
"review_snippets": [],
"business_hours": [
{
"day_of_week": "Monday",
"business_hours": [
{
"open_time": "2025-06-23 09:00:00",
"close_time": "2025-06-23 21:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Tuesday",
"business_hours": [
{
"open_time": "2025-06-24 09:00:00",
"close_time": "2025-06-24 21:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Wednesday",
"business_hours": [
{
"open_time": "2025-06-25 09:00:00",
"close_time": "2025-06-25 21:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Thursday",
"business_hours": [
{
"open_time": "2025-06-26 09:00:00",
"close_time": "2025-06-26 21:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Friday",
"business_hours": [
{
"open_time": "2025-06-27 09:00:00",
"close_time": "2025-06-27 21:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Saturday",
"business_hours": [
{
"open_time": "2025-06-28 10:00:00",
"close_time": "2025-06-28 20:00:00"
}
],
"special_hours_applied": false
},
{
"day_of_week": "Sunday",
"business_hours": [],
"special_hours_applied": false
}
],
"photos": [
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/a6P1kw34CNDT49Vq5TmyDA/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/C-__uEe2mlqP3HlecTM9FQ/o.jpg"
},
{
"original_url": "https://s3-media0.fl.yelpcdn.com/bphoto/4j1ApbUt8Un2E05eoyH46A/o.jpg"
}
],
"review_snippet": "Maybe because I've been raised in NJ and gotten my fair share of \"NY Style [[HIGHLIGHT]]Pizzas[[ENDHIGHLIGHT]]\" and \"big-box..."
}
}
]
}
],
"chat_id": "7ac95mkCJBR9WVPfpf3R_w"
}
Important Fields
- response.text: The natural language summary about Vegan Pizza City’s hours.
- types: Indicates that the response type is business_question.
- entities.businesses[].contextual_info.business_hours: Holds the detailed schedule (day_of_week, open_time, close_time).
- special_hours_applied: A boolean indicating whether any special hours (like holidays) are active.
- chat_id: Maintains continuity in the conversation across multiple queries.
Visit the Fusion AI API Reference page for detailed information on the fields returned by the API endpoint.
Next Steps
- Error Handling: Familiarize yourself with the API error codes to gracefully handle issues like invalid requests or rate limits. For comprehensive details on each potential error code, refer to the Fusion AI API Reference page.
- Explore Current Capabilities: Besides local business search & recommendations, the Fusion AI API supports additional capabilities. Refer to the Current Capabilities & Limitations section for more information.
- Explore Integration Recipes: Check our Integration Recipes to learn how to integrate the Fusion AI API in a framework of your choice.
- Explore Yelp's Agentic AI API: Check out our Agentic AI API documentation for more advanced AI capabilities that can help you build sophisticated conversational applications and agentic experiences with Yelp's local business data.
Questions or Feedback?
If you have any questions, run into issues, or would like to suggest improvements, please reach out through our Support page. We’re here to help!
That’s it! With these basics covered, you’re ready to build conversational experiences powered by Yelp's Fusion AI API. Happy building!
Updated 21 days ago