Review scraping APIs · Lovely Router

Google Maps reviews

Reviews of a Google Maps place (by place ID or URL): text, stars, date, owner replies.

List Amazon reviews

Customer reviews for an Amazon ASIN: stars, title, text, date, verified purchase. Reviews come in pages of 10 (maxPages in the input).

$0.00135 / reviewDetails →

Trustpilot reviews

Trustpilot

Trustpilot reviews of a company by domain: stars, text, date, reply.

$0.0015 / review + $0.0075 / callDetails →

App Store reviews

App Store

Apple App Store reviews for an app ID and country.

$0.00015 / reviewDetails →

Google Play reviews

Google Play

Google Play Store reviews for an Android app.

$0.000195 / reviewDetails →

G2 software reviews

G2 reviews of a software product.

$0.0075 / review + $0.015 / callDetails →

Booking.com hotel reviews

Booking.com

Guest reviews of Booking.com hotels: score, likes, dislikes, traveler type, date.

$0.00285 / reviewDetails →

Tripadvisor reviews

Tripadvisor

Reviews of Tripadvisor hotels, restaurants and attractions: rating, title, text, date, trip type.

$0.00125 / reviewDetails →

Get Capterra reviews

Capterra

Software reviews from Capterra for a product: title, date, overall and sub-ratings, pros, cons, comments, reviewer role and company size.

$0.00225 / review + $0.0075 / callDetails →

Get Gartner Peer Insights reviews

Gartner

Enterprise software reviews from Gartner Peer Insights: headline, summary, rating, date, reviewer role, industry and company size.

$0.0027 / reviewDetails →

Get TrustRadius reviews

TrustRadius

B2B software reviews from TrustRadius: heading, rating, date, use cases, pros, cons, likelihood to recommend, feature ratings, reviewer.

$0.0045 / reviewDetails →

Hand it to your AI agent

Copy this prompt into Claude Code, Cursor, Codex or any coding agent. It tells the agent where the docs are and how to use your API key.

Use the Lovely Router Reviews data tools to get data for me. They return JSON and are billed per result.

- Docs (read first): https://lovelyrouter.com/docs/tools.md and https://lovelyrouter.com/docs/tools/run.md and https://lovelyrouter.com/docs/api/tools.md
- Tools for this:
  - `google-maps-reviews`: Google Maps reviews ($0.000675 / review)
  - `amazon-reviews`: List Amazon reviews ($0.00135 / review)
  - `trustpilot-reviews`: Trustpilot reviews ($0.0015 / review + $0.0075 / call)
  - `app-store-reviews`: App Store reviews ($0.00015 / review)
  - `google-play-reviews`: Google Play reviews ($0.000195 / review)
  - `g2-reviews`: G2 software reviews ($0.0075 / review + $0.015 / call)
  - `booking-reviews`: Booking.com hotel reviews ($0.00285 / review)
  - `tripadvisor-reviews`: Tripadvisor reviews ($0.00125 / review)
  - `capterra-reviews`: Get Capterra reviews ($0.00225 / review + $0.0075 / call)
  - `gartner-reviews`: Get Gartner Peer Insights reviews ($0.0027 / review)
  - `trustradius-reviews`: Get TrustRadius reviews ($0.0045 / review)
- Run: POST https://lovelyrouter.com/v1/tools/<id>/run with `{"input": {...}, "max_results": N}`. A 200 has the finished run with `items`; a 202 means it is still running, so poll the `poll` path until `status` is `succeeded`, `failed`, `timed_out` or `stopped`.
- Each tool takes its own input fields: read them with GET https://lovelyrouter.com/v1/tools/<id> (public, no key needed) before the first run.
- If you support MCP, you can instead connect the server https://lovelyrouter.com/mcp (Streamable HTTP, same key; https://lovelyrouter.com/docs/tools/mcp.md) and use suggest_tools, get_tool and run_tool.
- Auth: read my API key from the LOVELY_API_KEY environment variable and send it as `Authorization: Bearer $LOVELY_API_KEY`. Never print or commit the key. If it is not set, ask me to create one at https://lovelyrouter.com/app/keys.
- Billing is prepaid: every call is charged to my balance, so test with a small request before running anything large.
- Every docs page is plain Markdown; the full index is https://lovelyrouter.com/llms.txt.

My task: <describe the data you need and the output format>

Run one from code

How runs, polling and billing work →

curl https://lovelyrouter.com/v1/tools/google-maps-reviews/run \
  -H "Authorization: Bearer $LOVELY_API_KEY" \
  -H "content-type: application/json" \
  -d '{"input":{"placeIds":["ChIJN1t_tDeuEmsRUsoyG83frY4"],"maxReviews":3,"reviewsSort":"newest"},"max_results":10}'

Each tool page lists its input fields and an example input. Agents can use every tool over MCP: MCP server

Frequently asked questions

Which tools are in this category?

11 tools: Google Maps reviews, List Amazon reviews, Trustpilot reviews, App Store reviews, Google Play reviews, G2 software reviews, Booking.com hotel reviews, Tripadvisor reviews, Get Capterra reviews, Get Gartner Peer Insights reviews, Get TrustRadius reviews. Each returns JSON and has its own page with its input fields and price.

Is this a review scraping API?

Yes. If you searched for a review scraping API, a customer reviews API or an App Store reviews scraper, this is it: Customer reviews from maps, app stores, software directories, travel sites and marketplaces.

How are these tools priced?

Each tool has its own price per result, from $0.00015. You pay only for results delivered, from a prepaid balance with no subscription.

Can AI agents use these tools?

Yes. Connect Claude Code, Cursor or any MCP client to the Lovely Router MCP server and the agent picks the right tool with suggest_tools and runs it with run_tool.

Can I use the data any way I like?

You are responsible for using the data lawfully, including privacy law when results contain personal data. See the Acceptable Use Policy.

Acceptable Use Policy · Use cases · Pricing