---
name: amazon-products
description: "Search amazon.com by keyword and get product listings: title, price, list price, rating, review count, image, badges (Amazon’s Choice / Best Seller) and URL. No login, no browser. Use when the user wants products from an amazon.com keyword search: price research, competitor or market scans, best sellers and Amazon’s Choice picks, ratings and review counts for a product category. Calls the Pullwire API with the key in PULLWIRE_API_KEY; costs 1 credit per product listing."
metadata:
  openclaw:
    requires:
      env:
        - PULLWIRE_API_KEY
      bins:
        - curl
    primaryEnv: PULLWIRE_API_KEY
    homepage: https://pullwire.dev/tools/amazon-products
---

# Amazon Product Search

Search amazon.com by keyword and get product listings: title, price, list price, rating, review count, image, badges (Amazon’s Choice / Best Seller) and URL. No login, no browser. The data comes from the Pullwire API: you send the input as JSON and get structured JSON back. Only public data.

## Setup (once)

The API key must be in the environment variable `PULLWIRE_API_KEY`. Keys start with `af_live_`. Check it without printing it:

```bash
test -n "$PULLWIRE_API_KEY" && echo "key is set" || echo "PULLWIRE_API_KEY is missing"
```

If it is missing, stop and tell the user: sign up at https://pullwire.dev/login (new accounts get 2,000 free credits), create a key at https://pullwire.dev/app/keys, then run `export PULLWIRE_API_KEY="af_live_..."` in the shell the agent uses. Never print the key, write it into a file or repeat it in the chat.

## Run it

```bash
curl -sS -X POST "https://pullwire.dev/api/v1/tools/amazon-products/runs" \
  -H "x-api-key: $PULLWIRE_API_KEY" \
  -H "content-type: application/json" \
  -d '{"searches":[{"keywords":"wireless mouse"}],"maxResults":3}'
```

The request waits up to 25 seconds and answers with `{"run": {...}, "results": [...]}`. Check `run.status` (`succeeded` or `failed`) and `run.error`: when it is set, the run stopped early and `results` is partial (everything in it was charged). `run.creditsUsed` is what the run cost. For big answers add `-o result.json` and read only the fields you need.

Good to know:

- Put every keyword into one run (`searches`, up to 50) instead of one run per keyword.
- Each search reads the first amazon.com results page: roughly 16-58 products depending on the query, so `maxResultsPerSearch` above that returns what the page has.
- `sponsored: true` marks paid placements; leave them out or label them when the user asks for organic rankings.
- Prices are amazon.com (US) prices; `listPrice` is the struck-through price when Amazon shows one.
- This site blocks cloud servers, so runs go through residential network access and are switched on only while our automatic checks pass. When a run answers `503 TOOL_UNAVAILABLE`, tell the user this source is paused for now (nothing was charged) and check https://pullwire.dev/status.

## Input

The JSON body is the tool input. Fields:

| Field | Type | Required | Default | What it does |
| --- | --- | --- | --- | --- |
| `searches` | object[] | yes |  | Searches: One entry per keyword search. |
| `searches[].keywords` | string | yes |  | Keywords: Search term, e.g. "wireless mouse". |
| `searches[].maxResultsPerSearch` | integer | no | `48` | Max results for this search: Amazon’s first results page holds roughly 16-58 products depending on the query; values above that are capped at whatever the page actually returned. |
| `maxResults` | integer | no |  | Max results: Stop after this many products in total across all searches. Empty: no extra cap. |

Without `maxResults` a run returns at most 20 results; the maximum is 200 per run. Credits for `maxResults` results are reserved before the run starts and the unused part is given back, so ask for what you need.

## Output

Each item in `results` has these fields:

| Field | Type | Always there |
| --- | --- | --- |
| `asin` | string | yes |
| `title` | string | yes |
| `url` | string | yes |
| `price` | number | no |
| `currency` | string | no |
| `priceText` | string | no |
| `listPrice` | number | no |
| `listPriceText` | string | no |
| `rating` | number | no |
| `reviewCount` | integer | no |
| `boughtPastMonth` | string | no |
| `image` | string | no |
| `badges` | string[] | no |
| `sponsored` | boolean | yes |
| `searchKeywords` | string | no |
| `scrapedAt` | string | yes |

## Cost

1 credit per product listing. One product returned from a search. Searches with zero matches are not charged. Check the balance with:

```bash
curl -sS "https://pullwire.dev/api/v1/me" -H "x-api-key: $PULLWIRE_API_KEY"
```

The answer has `balance` in credits. Tell the user what a run cost when it was more than a few credits.

## Bigger jobs

Add `?async=1` to the run URL to start a background run (up to 50 seconds). It answers `202` with `run.id` right away. Poll every few seconds until `status` is `succeeded` or `failed`, then fetch the results:

```bash
curl -sS "https://pullwire.dev/api/v1/runs/$RUN_ID" -H "x-api-key: $PULLWIRE_API_KEY"
curl -sS "https://pullwire.dev/api/v1/runs/$RUN_ID/results" -H "x-api-key: $PULLWIRE_API_KEY"
```

Add `?format=csv` to the results URL when the user wants a spreadsheet.

## Errors

Errors answer `{"error": {"code": "...", "message": "..."}}`.

| Status | Code | What to do |
| --- | --- | --- |
| 400 | `INVALID_INPUT` | The message names the field. Fix the input and retry; nothing was charged. |
| 401 | `UNAUTHORIZED` | The key is missing, wrong or revoked. Ask the user to set a valid key in `PULLWIRE_API_KEY`. |
| 402 | `INSUFFICIENT_CREDITS` | The balance cannot cover the reservation. Lower `maxResults` or tell the user the balance is too low. |
| 404 | `NOT_FOUND` | Unknown tool or run ID. |
| 429 | `RATE_LIMITED` | Used up its burst of 120 requests and its 60 per minute. Wait, then retry. |
| 500 | `INTERNAL_ERROR` | Retry later. If the body has `runId`, fetch the partial results with `GET /runs/{runId}/results`. |
| 503 | `TOOL_UNAVAILABLE` | Our latest automatic checks against this site failed, so its runs are paused. Nothing was reserved or charged. Tell the user and try again later. |
| 503 | `SERVICE_UNAVAILABLE` | Retry later. |

Docs: https://pullwire.dev/docs · Tool page: https://pullwire.dev/tools/amazon-products