How do I analyze amazon reviews with looot?

Paste the prompt on this page into your coding agent. It sets up looot, finds the endpoint for each step, checks the price and runs the cheapest one that fits. Edit the names and numbers first.

How much does it cost to analyze amazon reviews?

You pay per call, and the price depends on the provider the agent picks. The web version of this page reads the cheapest price for each step live from the catalog and shows the cost per 1,000 products when every step is priced.

Which providers can analyze amazon reviews?

The providers behind this recipe are brightdata, apify, searchapi-io. The catalog shows each endpoint's price before you run it.

Can I analyze amazon reviews on a schedule?

No. Run it when you need it. Nothing is billed while your agent is idle.

Where does the data go when I analyze amazon reviews?

Nothing is stored for you. The results come back to your agent, which shows them in the chat. Ask it to save a file if you want to keep them.

What can looot not do when I analyze amazon reviews?

Everything in the steps comes from catalog endpoints. Your agent still decides which provider to use and checks the result.

Ecommerce

Amazon review analyzer

Reads the reviews of an Amazon product and reports the top complaints and most praised features with example quotes.

3 providers

Cost per 1,000 product runs

$0.6000

1 product
one run: 6 calls
per product: none
memory

Ecommerce

Amazon review analyzer

Reads the reviews of an Amazon product and reports the top complaints and most praised features with example quotes.

3 providers

Cost per 1,000 product runs

reading live price

1 product
one run: 6 calls
per product: none
memory

The prompt

Copy one prompt, give it to your agent.

Edit the names and numbers, paste it, and the agent runs the job and shows the cost.

One run is one product.
2 steps across 3 providers.
Runs on demand, whenever you ask.

Prompt: Amazon review analyzer

Use looot to take this Amazon product URL, read the reviews, and report the top five complaints and most praised features with example quotes. 1. Set up https://looot.ai/skill.md. 2. Search the catalog for each step and check its price before you call. 3. Run the cheapest endpoint that fits. 4. Show the results as a table and the total cost.

Give this to your agent

Setup command

set up looot - https://looot.ai/skill.md

Set up once

Then paste any recipe.

Paste one prompt into your agent

Set up looot

Done, looot is connected.

Copy one prompt from /connect into Claude Code, Cursor, or any MCP agent. No SDK, no dashboard click-through first.

Your agent finds the right operation

Hunter$0.0265

Exa$0.0090

Diffbot$0.0032

The agent finds the operation it needs and sees the price first. It calls nothing blind.

You watch what it cost

Hunter$0.0265

Exa$0.0090

Diffbot$0.0032

Total$0.0387

Every call settles for its quoted price and lands in the ledger. You always know what ran and what it cost.

Steps

The calls behind this recipe

Your agent picks each endpoint. Prices are the cheapest live endpoint for the step.

01
Get the product details
Bright Data
Apify
SearchAPI.io
Cheapest$0.0001 / lookup
capability chosen by your agent, 1 lookup per product
02
Get the reviews
Bright Data
Apify
SearchAPI.io
Cheapest$0.0001 / page
capability chosen by your agent, 5 pages per product

Cost

What product runs cost

Your volume

1,000 product runs cost about

$0.6000

Cheapest live endpoint for every step. The provider your agent picks can cost more.

Price of each step, to scale

Get the product details$0.0001 / call
Get the reviews$0.0001 / call

Where the results go

The results come back to your agent. Nothing is stored for you. Ask the agent to save a file if you want to keep them.

Keep going

Amazon price tracker
Checks the price of a product list on Amazon and reports drops below your target. Your agent needs another tool for alerts.
Reddit brand listening
Scans Reddit for mentions of your brand and rivals, groups them by complaint or praise and quotes the top threads.
- +1
Landing page teardown
Reads a landing page and lists its tech stack, headline, offer, proof and call to action, then suggests what to test.

FAQ

Questions about this recipe

Yes. The agent runs 2 steps through looot: get the product details, then get the reviews. You give it the prompt on this page and the inputs.

For agents

recipe: Amazon review analyzer
category: Ecommerce
run: product
memory: none
schedule: on demand
step: Get the product details: brightdata apify searchapi-io
step: Get the reviews: brightdata apify searchapi-io
setup: https://looot.ai/skill.md
llms.txt: https://looot.ai/llms.txt
updated: 2026-10-02

markdown /recipes/amazon-review-analyzer.md

Try this recipe with your own agent.

Start your workspace, top up, and paste the prompt into the agent you already use.

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