Pricing

from $2.00 / 1,000 category trend rows

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Local Category & Location Trends from Place Data

Try for free

Compare two snapshots of existing place datasets to find where business categories are growing or shrinking by region. Reports count and share changes, with sample-size caveats. No live Google Maps scraping.

Pricing

from $2.00 / 1,000 category trend rows

Rating

0.0

(0)

Developer

Practical AI Lab

Actor stats

Bookmarked

Total users

Monthly active users

10 days ago

Last modified

Categories

Lead generation

SEO tools

Security

You can access the Local Category & Location Trends from Place Data 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 '{
<  "snapshots": [
<    {
<      "date": "2026-01-01",
<      "label": "January export",
<      "items": [
<        {
<          "placeId": "a1",
<          "categoryName": "Coffee shop",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "a2",
<          "categoryName": "Coffee shop",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "a3",
<          "categoryName": "Bakery",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "a4",
<          "categoryName": "Gym",
<          "city": "Rivertown"
<        },
<        {
<          "placeId": "a5",
<          "categoryName": "Coffee shop",
<          "city": "Rivertown"
<        }
<      ]
<    },
<    {
<      "date": "2026-04-01",
<      "label": "April export",
<      "items": [
<        {
<          "placeId": "a1",
<          "categoryName": "Coffee shop",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "a3",
<          "categoryName": "Bakery",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "b1",
<          "categoryName": "Bakery",
<          "city": "Springfield"
<        },
<        {
<          "placeId": "a4",
<          "categoryName": "Gym",
<          "city": "Rivertown"
<        },
<        {
<          "placeId": "b2",
<          "categoryName": "Gym",
<          "city": "Rivertown"
<        },
<        {
<          "placeId": "b3",
<          "categoryName": "Yoga studio",
<          "city": "Rivertown"
<        }
<      ]
<    }
<  ]
<}' |
<apify call practical_ai_lab_jp/pal-maps-local-category-trends --silent --output-dataset

Google Maps Business Category Trend Comparison API through CLI

The Apify CLI is the official tool that allows you to use Local Category & Location Trends from Place Data 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:

Local Category & Location Trends from Place Data API in Python

Local Category & Location Trends from Place Data API in JavaScript

Local Category & Location Trends from Place Data OpenAPI definition

Local Category & Location Trends from Place Data API

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