Grubhub ChatGPT App Review

Quick answer

Worth using?

Conditional — Scores well because it finishes the job. Most food apps here surface options and then send you to their own app; Grubhub's integration is reported to complete the order, and "seamlessly" is doing real work in that sentence — the handoff is where these experiences usually break. Network breadth at ~415,000 merchants is competitive with DoorDash. Listed Needs verification on a single trade source, and confirming that checkout genuinely completes in chat is the first thing a hands-on test should check, because it is the whole basis of the score.

Best for

Going from a vague craving to a completed delivery order in one conversation

Skip if

Groceries, or markets outside Grubhub's US network

Editorial Score

73/100

Quick verdict

Scores well because it finishes the job. Most food apps here surface options and then send you to their own app; Grubhub's integration is reported to complete the order, and "seamlessly" is doing real work in that sentence — the handoff is where these experiences usually break. Network breadth at ~415,000 merchants is competitive with DoorDash. Listed Needs verification on a single trade source, and confirming that checkout genuinely completes in chat is the first thing a hands-on test should check, because it is the whole basis of the score.

Overview

Grubhub, now owned by Wonder, launched its ChatGPT integration with conversational search across its full network — reported at around 415,000 restaurant merchants nationwide — and the ability to complete an order rather than just start one. That completeness is what separates it from most restaurant apps in this catalog, which tend to hand you off before checkout.

Test results

Pending hands-on test inside ChatGPT. The network size and order-completion claims come from one trade report and are exactly what our test needs to confirm.

Sources & verification

Availability and capability claims on this page are grounded in the primary sources below — OpenAI's own documentation and release notes, or the vendor's own announcement.

• Wonder-owned Grubhub launches ChatGPT ordering integration — Fast Casual

Each dimension is scored 0–100 based on hands-on testing. Weight shows the share of the final editorial score.

• Usefulness25%80

  Does it actually solve a real problem inside ChatGPT?

• Reliability20%70

  Does it consistently return correct, complete results?

• Ease of use15%78

  Is it discoverable, predictable, and forgiving?

• Setup10%72

  How quickly can a real user get to first value?

• In-chat experience10%76

  Does it feel native inside ChatGPT, or grafted on?

• Privacy clarity10%64

  Are permissions, scopes, and data flows clearly disclosed?

• Value10%76

  Pricing, free tier quality, and overall value for money.

Grubhub compared with

• AllTrails vs Grubhub in ChatGPT— AllTrails edges out Grubhub on overall editorial score (76 vs 73). Quick outdoor activity discovery → start with AllTrails.
• Apple Music vs Grubhub in ChatGPT— Grubhub edges out Apple Music on overall editorial score (73 vs 72). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Credit Karma vs Grubhub in ChatGPT— Grubhub edges out Credit Karma on overall editorial score (73 vs 66). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• DoorDash vs Grubhub in ChatGPT— DoorDash edges out Grubhub on overall editorial score (74 vs 73). US-based users who already use DoorDash → start with DoorDash.
• Etsy vs Grubhub in ChatGPT— Grubhub edges out Etsy on overall editorial score (73 vs 67). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Function Health vs Grubhub in ChatGPT— Grubhub edges out Function Health on overall editorial score (73 vs 72). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Instacart in ChatGPT— Grubhub edges out Instacart on overall editorial score (73 vs 67). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Klarna in ChatGPT— Klarna edges out Grubhub on overall editorial score (74 vs 73). Comparing a product across merchants without leaving the conversation → start with Klarna.
• Grubhub vs LG Electronics in ChatGPT— Grubhub edges out LG Electronics on overall editorial score (73 vs 67). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Little Caesars in ChatGPT— Grubhub edges out Little Caesars on overall editorial score (73 vs 64). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Malwarebytes in ChatGPT— Malwarebytes edges out Grubhub on overall editorial score (78 vs 73). Checking something suspicious the moment you receive it, without leaving the conversation → start with Malwarebytes.
• Grubhub vs MyFitnessPal in ChatGPT— Both apps score 73/100. Pick by use case: going from a vague craving to a completed delivery order in one conversation → Grubhub; anyone already tracking macros who wants faster meal planning → MyFitnessPal.
• Grubhub vs OpenTable in ChatGPT— Grubhub edges out OpenTable on overall editorial score (73 vs 68). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Peloton in ChatGPT— Grubhub edges out Peloton on overall editorial score (73 vs 69). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Resy in ChatGPT— Grubhub edges out Resy on overall editorial score (73 vs 70). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs SeatGeek in ChatGPT— SeatGeek edges out Grubhub on overall editorial score (74 vs 73). Judging whether a seat is worth its price before you buy → start with SeatGeek.
• Grubhub vs Sephora in ChatGPT— Grubhub edges out Sephora on overall editorial score (73 vs 70). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Shazam in ChatGPT— Shazam edges out Grubhub on overall editorial score (77 vs 73). Naming a song you are hearing — nothing else does this in chat → start with Shazam.
• Grubhub vs Sleep Cycle in ChatGPT— Grubhub edges out Sleep Cycle on overall editorial score (73 vs 68). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Spotify in ChatGPT— Spotify edges out Grubhub on overall editorial score (80 vs 73). Music discovery and playlist starts → start with Spotify.
• Grubhub vs Square in ChatGPT— Square edges out Grubhub on overall editorial score (77 vs 73). Ordering from independent US restaurants, especially if you would rather the restaurant kept the margin → start with Square.
• Grubhub vs Starbucks in ChatGPT— Grubhub edges out Starbucks on overall editorial score (73 vs 69). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Target in ChatGPT— Grubhub edges out Target on overall editorial score (73 vs 72). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs TheFork in ChatGPT— Grubhub edges out TheFork on overall editorial score (73 vs 70). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Thumbtack in ChatGPT— Grubhub edges out Thumbtack on overall editorial score (73 vs 68). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Ticketmaster in ChatGPT— Grubhub edges out Ticketmaster on overall editorial score (73 vs 72). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Tripadvisor in ChatGPT— Tripadvisor edges out Grubhub on overall editorial score (74 vs 73). Discovering review-backed hotels, restaurants, and attractions during trip planning → start with Tripadvisor.
• Grubhub vs Tubi in ChatGPT— Both apps score 73/100. Pick by use case: going from a vague craving to a completed delivery order in one conversation → Grubhub; finding something to watch when you cannot name what you want, with nothing to subscribe to → Tubi.
• Grubhub vs Uber in ChatGPT— Uber edges out Grubhub on overall editorial score (76 vs 73). Existing Uber users who want chat-first logistics → start with Uber.
• Grubhub vs Uber Eats in ChatGPT— Grubhub edges out Uber Eats on overall editorial score (73 vs 71). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Vivid Seats in ChatGPT— Grubhub edges out Vivid Seats on overall editorial score (73 vs 70). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Walmart in ChatGPT— Grubhub edges out Walmart on overall editorial score (73 vs 71). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs WeightWatchers in ChatGPT— Grubhub edges out WeightWatchers on overall editorial score (73 vs 64). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.
• Grubhub vs Yelp in ChatGPT— Grubhub edges out Yelp on overall editorial score (73 vs 72). Going from a vague craving to a completed delivery order in one conversation → start with Grubhub.

Final verdict

Scores well because it finishes the job. Most food apps here surface options and then send you to their own app; Grubhub's integration is reported to complete the order, and "seamlessly" is doing real work in that sentence — the handoff is where these experiences usually break. Network breadth at ~415,000 merchants is competitive with DoorDash. Listed Needs verification on a single trade source, and confirming that checkout genuinely completes in chat is the first thing a hands-on test should check, because it is the whole basis of the score.

Frequently asked questions

Grubhub, DoorDash, or Uber Eats in ChatGPT?

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Grubhub is reported to complete the order in chat, which is further than Uber Eats appears to go; DoorDash stages a cart for confirmation. All three are US-focused, so the practical answer is whichever holds your account and covers your address.

How many restaurants does it cover?

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Around 415,000 merchants nationwide according to the launch report — competitive with the other major delivery networks. We have not verified the figure.