Input any app package ID, Play Store link, or select a preset. Real-time reviews are fetched via Google Grounded Search.
Localized Filtering
Google Play filters reviews dynamically based on your **country**, **language**, **device type** (phone/tablet), and **app version**. Your phone views a highly localized subset of reviews.
Browser CORS Blocks
Browsers block direct, real-time scraping of `play.google.com` due to security protocols. PlayPulse uses presets and Gemini Web Grounding to approximate real reviews.
Get 100% Perfect Match
To see your exact local reviews, use the **Local Scrapers** tab to run a tiny 10-line Python/Node.js script on your PC, then drag-and-drop the generated file into **Import & Export**!
Average Rating
4.4
Based on active selection
Total Evaluated
0
Date Filter Applied
Positive Sentiment
0%
Reviews rated 4★ & 5★
Response Rate
0%
Developer replies logged
Loaded Reviews
Displaying reviews in exact chronological order
Showing 0 of 0
No matching reviews found
Try relaxing your star ratings, date constraints, or text queries.
Page 1 of 1
Analytics & Visual Insights
Real-time charts plotting rating distributions, timeline trends, and sentiment breakdowns.
Rating Star Distribution
Chronological Average Rating (Trend)
Sentiment Distribution
Topic / Keyword frequency
Keywords extracted procedurally based on semantic review patterns.
Data Transfer Desk
Export your current sorted, filtered reviews or upload raw JSON datasets scraped using our Developer scripts.
Upload Play Store Data File
Accepts `.json` format produced by Scrapers, or raw `.csv` arrays.
Max size 25MB • Local analysis guarantees complete data privacy
Export filtered data as JSON
Preserves developer replies, timestamps, user details, and star structures perfect for NoSQL engines.
Export filtered data as CSV
Flat layout perfectly formatted for Excel, Google Sheets, or machine learning model training inputs.
Gemini Live AI Scraper Engine
We utilize Google Gemini 3-Flash with built-in search grounding to perform real-time lookups on target apps. This bypasses client-side CORS issues, searching out authentic Play Store comment timelines instantly!
Scraper Mode
Choose between real-time Gemini AI Grounding search or lightning-fast instant offline procedural simulation.
Leaving this empty is fully supported! Canvas automatically supplies key signatures at runtime.
How Gemini Scrapes Live App Data:
When you search an App ID (like `com.bycodec.offroad`), Gemini initiates immediate search crawling queries targeted at real Google Play Store pages. It parses ratings, author names, accurate dates up to June 2026, and comment feeds, transforming them into clean, chronological JSON directly inside PlayPulse.
Developer Google Play Scraper Guide
Direct client-side fetch is blocked by Play Store's robust CORS policies. Utilize these dead-simple local scripts to extract live data, save to a file, and import above!
// 1. Initialize a new project and install the play scraper:npm install google-play-scraper
// 2. Create index.js and run the scraper script:const gplay = require('google-play-scraper');
const fs = require('fs');
const APP_ID = 'com.bycodec.offroad'; // Replace with your target App ID
gplay.reviews({
appId: APP_ID,
sort: gplay.sort.NEWEST, // Keep date chronological flow active
num: 100, // Number of comments to scrape
lang: 'en',
country: 'us'
}).then(reviews => {
fs.writeFileSync('play_store_reviews.json', JSON.stringify(reviews, null, 2));
console.log(`Successfully saved ${reviews.length} reviews to play_store_reviews.json!`);
}).catch(err => {
console.error('Scraping error:', err);
});
# 1. Install play scraper library:
pip install google-play-scraper
# 2. Run the scraping script:import json
from google_play_scraper import Sort, reviews
app_id = 'com.bycodec.offroad'# Replace with your app package ID
result, continuation_token = reviews(
app_id,
lang='en',
country='us',
sort=Sort.NEWEST, # Sort date-wise
count=100
)
# Save the extracted array to upload to PlayPulsewith open('play_store_reviews.json', 'w', encoding='utf-8') as f:
json.dump(result, f, ensure_ascii=False, indent=4, default=str)
print(f"Saved {len(result)} reviews to play_store_reviews.json file!")
Fast Import flow: Simply drag and drop the created `play_store_reviews.json` into the **Import & Export** tab above to visually explore the scraped reviews date-wise with our modern filters and charts.
Gemini Grounded Scan Running
We are searching real-time Google Play Store index entries and compiling accurate chronologically ordered ratings.
Spinning up Gemini 3-Flash Engine...
Launching Grounded Google Search...
Extracting real comment structures...
Scanning takes up to 10 seconds. Real ratings up to June 2026 will render.