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Real reviews vs service requests

Half of what looks like Nextdoor reviews is neighbors asking for a provider. Every row gets a kind field, 95.6% accurate.

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Nextdoor Scraper — Businesses, Reviews & Neighborhoods
Nextdoor Scraper — Businesses, Reviews & Neighborhoodsoswaldocarabano/nextdoor-scraper
Recommendations
Business
City
Kind
+16 fields
Text
Number
Boolean
List
Object

Input

Cities:laguna-niguel--ca
Business categories:Plumber+2
Only businesses located in the requested city:true
Business URLs
Max businesses per city:90
Include neighbor recommendations:true
Max recommendations per business:200
Include city data:false
Include business posts:false
Include public neighbor posts:false
Include the author's neighborhood on posts:false
Expand to nearby cities:false
Cap on expanded cities:3
Max concurrency:5
Maximum acceptable age of the data:0

Output fields

Recommendations
Business
City
Kind
Confidence
Text
Author
Author city
State
Sentiment
Chars
Signals
Secondary
ID
Recommendation ID
Posted
Posted on
Business URL
From cache
Age (h)

How it works

Sign up on Apify or log in

The Nextdoor Scraper — Businesses, Reviews & Neighborhoods Actor is ready to run with the inputs already set for "Real reviews vs service requests". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Real reviews vs service requests" task

The Nextdoor Scraper — Businesses, Reviews & Neighborhoods Actor will start running based on the input automatically. You can also change all the input fields, like cities, business categories, and more, to match your specific use case.

Receive the "Real reviews vs service requests" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as recommendations, business, city, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Real reviews vs service requests" task via API.

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Integrate "Real reviews vs service requests" into your workflow

Connect "Real reviews vs service requests" with 100+ integrations, or run it via API or MCP.

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