---
title: Reviews & apps
description: "Reviews & apps in the looot catalog as of 2026-10-07: 25 jobs served by 9 providers, with the job ids to run and links to the live catalog."
sidebar:
  order: 11
---

{/* Generated by scripts/refresh-catalog.mjs from data/catalog-overview.json. Do not edit. */}

As of 2026-10-07 (catalog revision 101776), **Reviews & apps** has 25 jobs across 9 platforms, served by 9 providers through 29 endpoints, 29 of them runnable now. The catalog changes every week; the live numbers are one call away:

```bash
curl "https://api.looot.ai/v1/catalog/overview?category=reviews&depth=jobs"
```

Run any job below by its id: `endpointId: "job:<job id>"` on MCP `run` or `POST /v1/runs`, or `looot run job:<job id>`. See [Jobs](/concepts/jobs).

## Search engines

11 jobs, 1 provider, 11 endpoints (11 runnable). Cheapest per call $0.004, per result n/a.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `search.airbnb-property-reviews` | Airbnb property reviews search | 1 | $0.004 | n/a |
| `search.apple-app-store` | Apple app store search | 1 | $0.004 | n/a |
| `search.apple-app-store-top-charts` | Apple app store top charts search | 1 | $0.004 | n/a |
| `search.apple-app-store-top-grossing` | Apple app store top grossing search | 1 | $0.004 | n/a |
| `search.facebook-business-page-reviews` | Facebook business page reviews search | 1 | $0.004 | n/a |
| `search.google-maps-reviews` | Google maps reviews search | 1 | $0.004 | n/a |
| `search.google-play-product` | Google play product search | 1 | $0.004 | n/a |
| `search.google-play-store` | Google play store search | 1 | $0.004 | n/a |

3 more jobs: `GET /v1/catalog/overview?platform=search&depth=jobs`.

## Maps & local

1 job, 4 providers, 4 endpoints (4 runnable). Cheapest per call $0.001, per result $0.000899.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `maps.place.reviews` | Read the reviews on a place | 4 | $0.001 | $0.000899 |

## Other marketplaces

2 jobs, 2 providers, 3 endpoints (3 runnable). Cheapest per call $0.00188, per result n/a.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `taobao.product.reviews` | Read the reviews on a Taobao product | 1 | $0.0223 | n/a |
| `tiktok-shop.product.reviews` | Read the reviews on a TikTok Shop product | 1 | $0.00188 | n/a |

## Google

3 jobs, 1 provider, 3 endpoints (3 runnable). Cheapest per call $0.036, per result $0.000539.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `api.google.maps.users.reviews` | Reviews api google maps users | 1 | n/a | $0.000539 |
| `api.google.play.apps.reviews` | Reviews api google play apps | 1 | $0.036 | n/a |
| `api.google.play.apps.search` | Search api google play apps | 1 | n/a | $0.0006 |

## Better Business Bureau

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.018, per result $0.0012.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `api.bbb.businesses` | Businesses api bbb | 1 | $0.018 | n/a |
| `api.bbb.businesses.search` | Search api bbb businesses | 1 | n/a | $0.0012 |

## TikTok

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.001, per result n/a.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `api.tiktok.shop.web.fetch-product-reviews` | Fetch product reviews api tiktok shop web | 1 | $0.001 | n/a |
| `api.tiktok.shop.web.fetch-product-reviews-v2` | Fetch product reviews v2 api tiktok shop web | 1 | $0.001 | n/a |

## Xiaohongshu

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.01, per result n/a.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `api.xiaohongshu.app-v2.get-product-review-overview` | Get product review overview api xiaohongshu app v2 | 1 | $0.01 | n/a |
| `api.xiaohongshu.app-v2.get-product-reviews` | Get product reviews api xiaohongshu app v2 | 1 | $0.01 | n/a |

## Amazon

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call n/a, per result $0.0015.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `amazon.product.reviews` | Read the reviews on an Amazon product | 1 | n/a | $0.0015 |

## Reviews & app stores

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.004, per result n/a.

| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
| --- | --- | --- | --- | --- |
| `reviews.appstore.reviews` | Read an App Store app's reviews | 1 | $0.004 | n/a |

## Find the right endpoint

- Search by what you want done: MCP [`search`](/mcp-tools/search), `looot search "<words>"`, or `GET /v1/catalog/search?q=<words>`.
- List one job's providers, cheapest first: `search` with `{"filters": {"capability": "<job id>"}, "prefer": "cheapest"}`.
- Browse without an account: [looot.ai/public-catalog](https://looot.ai/public-catalog) or `GET https://api.looot.ai/v1/public-catalog?text=<words>`.

<Related />
