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Ai Label Leads Industry And Fit Score

Score a scraped lead list: industry, company size bucket and a 1 to 10 fit score against your ideal customer, written as new columns so you can sort and filter the list. Uses built-in example companies; point it at your Google Maps or LinkedIn scraper output.

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Dataset AI Enrich (LLM Classify, Extract, Summarise Rows)
Dataset AI Enrich (LLM Classify, Extract, Summarise Rows)nerolabs/dataset-ai-enrich
Id
Product
Review
Sentiment
+4 fields
Text
Number
Boolean
List
Object

Input

Data (inline)
name:Brightline Electrical Ltd+3
website:brightline-electrical.co.uk+3
snippet:Domestic and commercial electricians covering Kent and Medway. NICEIC approved, 12 staff.+3
Instruction (applied to every row)(required):Our ideal customer is a UK local service business with 5 to 50 staff that takes bookings from the public (trades, clinics, salons, cleaners). For this company, give the industry, a size bucket, and a fit score from 1 (poor fit) to 10 (ideal), with a one-sentence reason. Company: {{name}} Website: {{website}} About: {{snippet}}
Output columns
name:industry+3
type:string+3
description:two or three words+3
Model:anthropic/claude-haiku-4.5
Export file formats:xlsx

Output fields

Id
Product
Review
Sentiment
Topic
Aspects
Model
Error

How it works

Sign up on Apify01

Create your Apify account to access the Dataset AI Enrich (LLM Classify, Extract, Summarise Rows).

Start the run02

The Actor will start running based on the input automatically.

Receive the output03

Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.

Integrate into your workflow04

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.

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