# All Products

Showing 1–6 of 6 products. Page 1 of 1.
Sort: score.

Filter options: [Capability](#capability) · [Job to be done](#job-to-be-done) · [AI-native tier](#ai-native-tier) · [Billing model](#billing-model) · [Integrations](#integrations) · [Task completion](#filter-by-documented-task-completion).

The AI-native score listed for each product rates how ready it is for agents to use, from 0 to 100. A high score is not a substitute for your own security or vendor-risk review. See [how scoring works](/methodology/).
Each row also lists Free plan. Yes means the product has an active offer with a free pricing option, alongside any paid plans. Unknown means no free offer is recorded, which is not a confirmed no — filter with `free_plan=true` and add `expand=offers` to read the terms, quotas, and eligibility.

**Applied filters:**
- job_to_be_done_slug=find-and-compare-hotels

[Clear filters](/products.md)


- [Expedia](/organizations/expedia-group/products/expedia/) by [Expedia Group](/organizations/expedia-group/) — Travel search and booking service for accommodation and other travel.
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): Not yet assessed for this job.
  - Categories: [Flight Search and Booking](/categories/flight-search-and-booking/), [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (19/100 researched)
  - Free plan: Unknown
  - Other assessed jobs:
    - ◇ Finishes, delegation unknown: Compare flight options (`compare-flight-options`, Connector)
- [Tripadvisor](/organizations/tripadvisor/products/tripadvisor/) by [Tripadvisor](/organizations/tripadvisor/) — Travel platform for finding and comparing hotels using traveler reviews, prices, and availability. Its AI travel assistant surfaces hotel booking links and helps plan itineraries.
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): ◇ Finishes, delegation unknown. Scope: A ChatGPT agent uses the Tripadvisor app to find and compare hotels for a trip, applying requested location and amenity preferences and comparing hotel deals, prices, traveler ratings, photos and map locations. Completion ends at choosing accommodation to proceed to booking. Route: Native connector. Conditions: The documented app is currently available to logged-in ChatGPT users in the United States on Free, Go, Plus and Pro, across supported desktop and mobile clients. Connect Tripadvisor in Apps & Connectors before using it. A Tripadvisor account is not required to browse hotels. Selecting a deal redirects to Tripadvisor or a partner site to complete the booking; booking and payment are outside this assessment. Human setup, execution and on-behalf-of policy assessments remain unknown.
  - Categories: [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (27/100 researched)
  - Free plan: Unknown

- [Booking.com](/organizations/booking-com/products/booking-com/) by [Booking.com B.V.](/organizations/booking-com/) — Travel marketplace for finding and reserving accommodation.
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): ◇ Finishes, delegation unknown. Scope: An application using authorized Booking.com Demand API access finds and compares available accommodation, prices, property details and stay requirements for supplied destinations, dates and guests before proceeding to a booking. Route: API. Conditions: Requires registration as a Booking.com Managed Affiliate Partner, a signed agreed contract, Partner Centre access provided by a Booking.com Account Manager, and a valid API key token and X-Affiliate-Id generated in Partner Centre. Available flows and capabilities depend on partner access and API version; returned accommodation and rates depend on the itinerary and available inventory. Request extras for meal and cancellation policies, accepted payment methods and room details. Review endpoints require permission in the partner agreement. Completion ends before booking. Human setup, human execution and delegated authority remain unknown.
  - Categories: [Flight Search and Booking](/categories/flight-search-and-booking/), [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (19/100 researched)
  - Free plan: Unknown

- [KAYAK](/organizations/kayak/products/kayak/) by [KAYAK](/organizations/kayak/) — Travel search engine for comparing hotels, flights, rental cars, and vacation packages. Travelers follow links to travel providers to complete reservations.
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): Not yet assessed for this job.
  - Categories: [Flight Search and Booking](/categories/flight-search-and-booking/), [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (19/100 researched)
  - Free plan: Unknown
  - Other assessed jobs:
    - ◇ Finishes, delegation unknown: Compare flight options (`compare-flight-options`, Web)
- [Layla](/organizations/layla-ai/products/layla/) by [Layla AI GmbH](/organizations/layla-ai/) — AI travel planner with hotel and flight booking support. Travelers can book directly or choose human travel advisors to refine their plans, with the Layla team arranging bookings …
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): Not yet assessed for this job.
  - Categories: [Flight Search and Booking](/categories/flight-search-and-booking/), [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Unknown

- [Mindtrip](/organizations/mindtrip/products/mindtrip/) by [Mindtrip, Inc.](/organizations/mindtrip/) — AI travel planner with hotel and flight booking support.
  - Selected job: Find and compare hotels (`find-and-compare-hotels`): Not yet assessed for this job.
  - Categories: [Flight Search and Booking](/categories/flight-search-and-booking/), [Hotel Search and Booking](/categories/hotel-search-and-booking/)
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Unknown


## Filter reference

Parameters apply to this page and the JSON product API. Repeat a multi-value parameter to match any selected value. Different filters must all match. Filter links preserve other active parameters and reset pagination.

### Capability

`capability_slug` accepts capability slugs from the [capability catalog (JSON)](/api/v1/catalog/capabilities/). This catalog lists what products can do.

### Job to be done

`job_to_be_done_slug` accepts job slugs from the [job catalog (JSON)](/api/v1/catalog/jobs-to-be-done/), including jobs without completion assessments. Free-text search uses `search`, for example [search for web search](?job_to_be_done_slug=find-and-compare-hotels&search=web+search).

### AI-native tier

`tier` accepts [S](?job_to_be_done_slug=find-and-compare-hotels&tier=S), [A](?job_to_be_done_slug=find-and-compare-hotels&tier=A), [B](?job_to_be_done_slug=find-and-compare-hotels&tier=B), [C](?job_to_be_done_slug=find-and-compare-hotels&tier=C), [D](?job_to_be_done_slug=find-and-compare-hotels&tier=D), or [Unrated](?job_to_be_done_slug=find-and-compare-hotels&tier=Unrated). A tier rates general agent readiness. Check the selected job's assessment for task completion.

### Billing model

`billing_model` accepts slugs from the [billing model catalog (JSON)](/api/v1/catalog/billing-models/). It filters by charging structure. Offer terms determine the cost of a workload.

Related plan filters: [Free plan](?job_to_be_done_slug=find-and-compare-hotels&free_plan=true) (`free_plan=true`) and [Pay-as-you-go](?job_to_be_done_slug=find-and-compare-hotels&pay_go=true) (`pay_go=true`).

### Integrations

Boolean filters accept `true` or `false`: `has_mcp`, `has_a2a`, `has_cli`, `has_api_spec`, and `has_sdk`. For example, [products with an API specification and SDK](?job_to_be_done_slug=find-and-compare-hotels&has_api_spec=true&has_sdk=true).

## Filter by documented task completion

These filters narrow results by whether an agent can finish the job, its route, delegation support, and required human steps. All completion facets match one assessed job and route. Use `job_to_be_done_slug` to choose a job. The list below contains only jobs with documented assessments.

- Completion support (`completion_support`): [Documented complete](?job_to_be_done_slug=find-and-compare-hotels&completion_support=documented_complete) (`documented_complete`), [Documented partial](?job_to_be_done_slug=find-and-compare-hotels&completion_support=documented_partial) (`documented_partial`)

- Completion route (`route_kind`): [API](?job_to_be_done_slug=find-and-compare-hotels&route_kind=api) (`api`), [MCP server](?job_to_be_done_slug=find-and-compare-hotels&route_kind=mcp) (`mcp`), [A2A server](?job_to_be_done_slug=find-and-compare-hotels&route_kind=a2a) (`a2a`), [Command-line interface](?job_to_be_done_slug=find-and-compare-hotels&route_kind=cli) (`cli`), [SDK / developer kit](?job_to_be_done_slug=find-and-compare-hotels&route_kind=sdk) (`sdk`), [WebMCP](?job_to_be_done_slug=find-and-compare-hotels&route_kind=webmcp) (`webmcp`), [Agent skill](?job_to_be_done_slug=find-and-compare-hotels&route_kind=agent_skill) (`agent_skill`), [Native connector](?job_to_be_done_slug=find-and-compare-hotels&route_kind=native_connector) (`native_connector`), [Web UI (browser/computer use)](?job_to_be_done_slug=find-and-compare-hotels&route_kind=web) (`web`), [Documented route without a published spec](?job_to_be_done_slug=find-and-compare-hotels&route_kind=prose) (`prose`)

- Acting on behalf of a user (`on_behalf_of`): [Supported](?job_to_be_done_slug=find-and-compare-hotels&on_behalf_of=supported) (`supported`), [Conditional](?job_to_be_done_slug=find-and-compare-hotels&on_behalf_of=conditional) (`conditional`), [Prohibited](?job_to_be_done_slug=find-and-compare-hotels&on_behalf_of=prohibited) (`prohibited`)

- Per-task human step (`execution_human_requirement`): [None](?job_to_be_done_slug=find-and-compare-hotels&execution_human_requirement=none) (`none`), [Required](?job_to_be_done_slug=find-and-compare-hotels&execution_human_requirement=required) (`required`), [Conditional](?job_to_be_done_slug=find-and-compare-hotels&execution_human_requirement=conditional) (`conditional`)

Jobs with documented assessments:
- [Accept online payments](?job_to_be_done_slug=accept-online-payments) (`accept-online-payments`)
- [Add authentication to an app](?job_to_be_done_slug=add-authentication-to-app) (`add-authentication-to-app`)
- [Automate a browser workflow](?job_to_be_done_slug=automate-browser-workflow) (`automate-browser-workflow`)
- [Automate household devices](?job_to_be_done_slug=automate-household-devices) (`automate-household-devices`)
- [Build AI agents](?job_to_be_done_slug=build-ai-agents) (`build-ai-agents`)
- [Capture and complete personal tasks](?job_to_be_done_slug=capture-and-complete-personal-tasks) (`capture-and-complete-personal-tasks`)
- [Check weather for an outing or trip](?job_to_be_done_slug=check-weather-for-outing-or-trip) (`check-weather-for-outing-or-trip`)
- [Compare flight options](?job_to_be_done_slug=compare-flight-options) (`compare-flight-options`)
- [Compare marketing channel performance](?job_to_be_done_slug=compare-marketing-channel-performance) (`compare-marketing-channel-performance`)
- [Create Agent Email Inbox](?job_to_be_done_slug=create-agent-email-inbox) (`create-agent-email-inbox`)
- [Create UGC video ads](?job_to_be_done_slug=create-ugc-video-ads) (`create-ugc-video-ads`)
- [Create and send invoices](?job_to_be_done_slug=create-and-send-invoices) (`create-and-send-invoices`)
- [Deploy an application to the cloud](?job_to_be_done_slug=deploy-application-to-cloud) (`deploy-application-to-cloud`)
- [Enrich B2B contact records](?job_to_be_done_slug=enrich-b2b-contact-records) (`enrich-b2b-contact-records`)
- [Extract data from websites](?job_to_be_done_slug=extract-data-from-websites) (`extract-data-from-websites`)
- [Find a person's business email address](?job_to_be_done_slug=find-business-email-address) (`find-business-email-address`)
- [Find and compare hotels](?job_to_be_done_slug=find-and-compare-hotels) (`find-and-compare-hotels`)
- [Generate a logo or brand image](?job_to_be_done_slug=generate-brand-image) (`generate-brand-image`)
- [Manage a household budget](?job_to_be_done_slug=manage-household-budget) (`manage-household-budget`)
- [Manage a sales pipeline](?job_to_be_done_slug=manage-sales-pipeline) (`manage-sales-pipeline`)
- [Manage advertising campaigns programmatically](?job_to_be_done_slug=manage-advertising-campaigns-programmatically) (`manage-advertising-campaigns-programmatically`)
- [Manage customer support](?job_to_be_done_slug=manage-customer-support) (`manage-customer-support`)
- [Manage project work](?job_to_be_done_slug=manage-project-work) (`manage-project-work`)
- [Plan a local journey](?job_to_be_done_slug=plan-a-local-journey) (`plan-a-local-journey`)
- [Plan meals with nutrition information](?job_to_be_done_slug=plan-meals-with-nutrition-information) (`plan-meals-with-nutrition-information`)
- [Research a topic in depth](?job_to_be_done_slug=research-a-topic-in-depth) (`research-a-topic-in-depth`)
- [Research website traffic](?job_to_be_done_slug=research-website-traffic) (`research-website-traffic`)
- [Reserve a restaurant table](?job_to_be_done_slug=reserve-restaurant-table) (`reserve-restaurant-table`)
- [Retain agent memory across sessions](?job_to_be_done_slug=retain-agent-memory) (`retain-agent-memory`)
- [Review business financial reports](?job_to_be_done_slug=review-business-financial-reports) (`review-business-financial-reports`)
- [Route requests across language models](?job_to_be_done_slug=route-llm-requests) (`route-llm-requests`)
- [Schedule meetings](?job_to_be_done_slug=schedule-meetings) (`schedule-meetings`)
- [Search the web](?job_to_be_done_slug=search-web) (`search-web`)
- [Send SMS programmatically](?job_to_be_done_slug=send-sms-programmatically) (`send-sms-programmatically`)
- [Send transactional email](?job_to_be_done_slug=send-transactional-email) (`send-transactional-email`)
- [Synthesize speech from text](?job_to_be_done_slug=synthesize-speech-from-text) (`synthesize-speech-from-text`)

---
Agents: install the `open-agent-guide` skill or register the MCP server at `/mcp` to keep this catalog on hand across sessions. Sign up at `/api/v1/users/signup/` to raise your rate limits and unlock catalog corrections, product following, and decision callbacks.

Content licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/).