[
    {
        "role": "user",
        "content": "do%20any%20of%20the%20major%20food%20delivery%20platforms%20(uber%20eats%2C%20door%20dash%2C%20grubhub)%20have%20agentic%20interfaces%20or%20api%20endpoints%3F"
    },
    {
        "role": "assistant",
        "content": "Here\u2019s what I found out: some of the major food delivery platforms **do** expose APIs for partners / restaurants, and at least one is using more \u201cagentic\u201d interfaces in production (e.g. AI assistants). The landscape is mixed, with many APIs being private or limited-access. Below is a breakdown by platform.\n\n---\n\n## Definitions\n\n- **Agentic interface**: A UI or system that goes beyond simple data display, enabling planning, decision-making, or executing tasks autonomously or semi-autonomously (e.g. \u201cCart Assistant\u201d that creates a shopping cart from an image or text).\n- **API endpoints**: Programmatic interfaces that external developers or business partners can call to fetch data, send data (orders, menus, etc.), and perform actions.\n\n---\n\n## Uber Eats\n\n**API Endpoints:**\n\n- Uber provides APIs for restaurant partners. Their \u201cUber Developers\u201d site includes endpoints for Orders, Menus, Store / Integration Config, Store status, etc. These APIs are versioned and updated. ([developer.uber.com](https://developer.uber.com/docs/eats/api-change-log?utm_source=openai))\n- For example, the \u201cOrder API\u201d supports accepting orders, resolving fulfillment issues, tracking; there is also a \u201cMenu API\u201d for updating menus. ([developer.uber.com](https://developer.uber.com/docs/eats/api-change-log?utm_source=openai))\n\n**Agentic Interface Features:**\n\n- Uber has introduced a feature called **Cart Assistant**, an AI-powered assistant in Uber Eats that can take text or image prompts (including recipe screenshots or handwritten lists) and build a checkout-ready grocery cart. This exhibits agentic behavior (interpreting, planning, taking actions based on user intent). ([axios.com](https://www.axios.com/2026/02/11/uber-eats-ai-grocery-cart-assistant?utm_source=openai))\n- Uber\u2019s roadmap shows enhancements to \u201cmarketplace promotions\u201d and other features that support merchant automation and integration. ([developer.uber.com](https://developer.uber.com/docs/eats/api-change-log?utm_source=openai))\n\n---\n\n## DoorDash\n\n**API Endpoints:**\n\n- DoorDash has a **Marketplace API** that allows restaurant / partner systems to manage menu, store status / availability, receive orders via webhooks, etc. ([postman.com](https://www.postman.com/doordash/doordash/collection/12474809-746ab9df-8c42-4b49-90b1-3853496bff60?utm_source=openai))\n- They also offer a **Reporting API** that allows merchants to pull sales, operations, and finance data for their own warehouses or dashboards. ([about.doordash.com](https://about.doordash.com/en-us/news/doordash-reporting-api?utm_source=openai))\n- There\u2019s also \u201cDoorDash Drive (classic)\u201d APIs for delivery-as-a-service / logistic partners. Access tends to be gated (whitelisted, not fully public). ([postman.com](https://www.postman.com/doordash/workspace/doordash/collection/19023848-0d73a539-c015-4fd7-90f7-99b77033523a?utm_source=openai))\n\n**Agentic Interface Features:**\n\n- I could not find publicly documented \u201cagentic\u201d features (AI assistants) like Uber\u2019s Cart Assistant for DoorDash. Their APIs and partner tools are more traditional: menu\u2010sync, order webhooks, store availability. No strong evidence of autonomous task execution from user intent beyond standard partner integration tools.\n\n---\n\n## Grubhub\n\n**API Endpoints:**\n\n- Publicly documented direct APIs are less visible for Grubhub. They support **POS integrations** through partners like Toast, Clover, and via platforms such as Chowly, KitchenHub. These act as intermediaries handling orders, menus, availability, etc. ([pos.toasttab.com](https://pos.toasttab.com/integrations/grubhub?utm_source=openai))\n- Through KitchenHub, developers can use a unified API that integrates with Grubhub, DoorDash, Uber Eats etc., allowing order management, menu sync, and availability updates across platforms. ([trykitchenhub.com](https://www.trykitchenhub.com/developer?utm_source=openai))\n\n**Agentic Interface Features:**\n\n- No strong public evidence that Grubhub has built AI assistants or other agentic interfaces for customers or merchants that perform semi-autonomous tasks (like transforming a list of items into purchase orders, auto-assistants, etc.). Their enhancements seem focused on dashboards, insights, manual tools. ([about.grubhub.com](https://about.grubhub.com/news/new-features-in-grubhub-for-restaurants-portal-help-restaurateurs-grow-their-business/?utm_source=openai))\n\n---\n\n## Summary Table\n\n| Platform     | Public / Partner APIs?                        | Agentic Interfaces or Features?         |\n|---------------|------------------------------------------------|--------------------------------------------|\n| **Uber Eats** | Yes \u2014 Orders, Menu, Store, etc. (partner APIs) | **Yes** \u2014 Cart Assistant AI, planning + execution from text/image prompts. |\n| **DoorDash**  | Yes \u2014 Marketplace API, Reporting API, etc.     | **No clear public agentic tools** yet.   |\n| **Grubhub**   | Limited / via intermediaries (e.g. POS platforms) | **No clear agentic features** publicly known. |\n\n---\n\nIf you want, I can dig up any non-public APIs or developer docs for Grubhub / DoorDash that might reveal unreleased agentic capabilities. Do you want me to look into those?"
    },
    {
        "role": "user",
        "content": "so%20if%20i%20want%20to%20build%20a%20command%20line%20app%20to%20build%20and%20place%20a%20food%20order%20with%20a%20delivery%20platform%2C%20do%20I%20have%20any%20options%3F"
    },
    {
        "role": "assistant",
        "content": "If you want to build a **command-line app** (or any programmatic tool) that can build and place a food delivery order via Uber Eats, DoorDash, or Grubhub, here\u2019s the summary of what is and isn\u2019t possible \u2014 and how to get as close as you can.\n\n---\n\n## What the Public/Partner APIs Support\n\nHere\u2019s what is known publicly:\n\n- **Grubhub** has APIs for *merchant partners*. These include order management (receiving orders, confirming, updating status), menu sync, and webhooks for order validation. However, the Grubhub APIs appear designed for restaurants or POS systems to receive and manage incoming orders, not for external users to craft new orders as a customer. ([grubhub-developers.zendesk.com](https://grubhub-developers.zendesk.com/hc/en-us/articles/115002713846-Orders?utm_source=openai))\n- **DoorDash** provides APIs for reporting (sales, operations, finances). Their *Marketplace API* allows managing menus, store availability, etc., again mostly from the merchant side. There isn\u2019t publicly documented support for placing orders on behalf of a customer via a fully open API. ([about.doordash.com](https://about.doordash.com/en-us/news/doordash-reporting-api?utm_source=openai))\n- **Uber Eats** exposes APIs for restaurant partners (menu, order updating, status). Integrations through POS/aggregation platforms are common. However, there's no public-facing API documented for 3rd-party developers to place orders as a customer. ([getorder.biz](https://getorder.biz/ubereats?utm_source=openai))\n\n---\n\n## Why \u201cplacing a food order from CLI\u201d is hard\n\nThese are the typical blockers:\n\n1. **Authentication & Terms of Service**  \n   Platforms usually require you to be a registered user or merchant partner, with credentials, agreement to terms. Customer-order placing APIs would need access tied to payment methods, sensitive account info, delivery preferences, etc. These aren't generally exposed publicly.\n\n2. **Security & Fraud concerns**  \n   Accepting orders programmatically on behalf of customers opens up risks around spoofed payments, canceled orders, fraud. That\u2019s likely why APIs to \u201cplace an order for a diner\u201d are locked down or limited to internal or partner use.\n\n3. **Rate limits and location data**  \n   To properly place an order, you need location resolution (which restaurant is delivering to the address), menu freshness, cart validation etc. This tends to be tightly controlled.\n\n4. **Unknown or undocumented endpoints**  \n   Even when some endpoints exist internally (or in merchant portals), they\u2019re often not documented, not supported for external developers, or explicitly disallowed.\n\n---\n\n## Workarounds & Possible Paths\n\nThough there is no broadly available, public API to build & place a food order (as of now), some paths might get you there or close:\n\n- **Become a platform\u2019s partner** (merchant, delivery partner, or technology partner). Some partner agreements give you more access to internal/non-public APIs. If you are a partner, you may be able to reverse flow\u2014e.g. creating or placing orders.\n\n- **Use unofficial tools / automation** (with caution). Scripting UI interactions/web scraping may violate terms of service and break if UI changes. Not reliable nor guaranteed.\n\n- **Use POS / aggregator middlewares**. Systems like Deliverect, Ordering.co, GetOrder, KitchenHub etc. These connect to the delivery platforms and sometimes offer ways to push orders or sync menus/orders. They may offer APIs of their own which can place orders (for merchants) or forward orders to platforms. But again, usually for merchant side workflows. ([help.orderingplus.com](https://help.orderingplus.com/en/articles/10840900-doordash-integration?utm_source=openai))\n\n- **Check for \u201cDrive-as-a-service\u201d APIs**. DoorDash\u2019s Drive, Uber\u2019s Freight/Drive, etc., sometimes have APIs for logistics/delivery partners, where merchants send to Drive endpoints. That might let you create deliveries (but not necessarily full food orders via marketplace). ([help.orderingplus.com](https://help.orderingplus.com/en/articles/10840900-doordash-integration?utm_source=openai))\n\n---\n\n## Verdict\n\n- If by \u201cplace a food order\u201d you mean acting like a regular customer from the marketplace apps: **no**, there is no public API for Uber Eats, DoorDash, or Grubhub that lets you programmatically build and place an order in the consumer flow (cart \u2192 checkout \u2192 payment).\n- If you instead want to build a tool for merchants / POS / technology partners to manage orders, sync menus, etc., then yes\u2014there *are* APIs for that.\n\n---\n\nIf you want, I can check whether any private/unreleased APIs are leaking in partner docs or developer programs that *might* let you place an order as a consumer (with the user\u2019s authorization). Do you want me to try digging that?"
    }
]