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from $1.50 / 1,000 reviews

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Review Theme Analyzer: Praise and Complaint Themes

Try for free

Turn any review dataset into ranked praise and complaint themes with counts, representative quotes, and per location or per product breakdowns. Works on the output of the big review scrapers. Deterministic local analysis, no AI API cost.

Pricing

from $1.50 / 1,000 reviews

Rating

0.0

(0)

Developer

Delta Tools

Actor stats

Bookmarked

Total users

Monthly active users

10 hours ago

Last modified

Categories

Business

Automation

You can access the Review Theme Analyzer: Praise and Complaint Themes programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "groupField": "location",
<  "inlineReviews": [
<    {
<      "location": "Downtown",
<      "rating": 5,
<      "text": "The food was delicious and the coffee was fresh. Friendly staff and a cozy atmosphere. Prices felt fair for the quality."
<    },
<    {
<      "location": "Downtown",
<      "rating": 5,
<      "text": "Great food and very friendly service. The wait was short and the room was spotless."
<    },
<    {
<      "location": "Riverside",
<      "rating": 1,
<      "text": "Terrible service. We waited forever, the staff were rude, and the food arrived cold and bland."
<    },
<    {
<      "location": "Riverside",
<      "rating": 3,
<      "text": "The food was good but the wait was slow and the music was too loud. Parking was difficult."
<    },
<    {
<      "location": "Riverside",
<      "rating": 5,
<      "text": "Excellent quality and a beautiful, clean space. The staff were attentive and the dessert was amazing."
<    },
<    {
<      "location": "Downtown",
<      "rating": 2,
<      "text": "Overpriced and disappointing. The portion was tiny, the bathroom was dirty, and the service was slow."
<    }
<  ],
<  "maxReviews": 2000,
<  "ratingField": "rating",
<  "textField": "text"
<}' |
<apify call delta_tools/review-theme-analyzer --silent --output-dataset

Review Theme Analyzer | Praise and Complaint Themes API through CLI

The Apify CLI is the official tool that allows you to use Review Theme Analyzer: Praise and Complaint Themes locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Review Theme Analyzer: Praise and Complaint Themes API in Python

Review Theme Analyzer: Praise and Complaint Themes API in JavaScript

Review Theme Analyzer: Praise and Complaint Themes OpenAPI definition

Review Theme Analyzer: Praise and Complaint Themes API

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