Go to example tasks

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.

Try for free
Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets
Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheetsnerolabs/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 Apify or log in

The Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets Actor is ready to run with the inputs already set for "Ai Label Leads Industry And Fit Score". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Ai Label Leads Industry And Fit Score" task

The Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets Actor will start running based on the input automatically. You can also change all the input fields, like data (inline), instruction (applied to every row), and more, to match your specific use case.

Receive the "Ai Label Leads Industry And Fit Score" 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 id, product, review, 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 "Ai Label Leads Industry And Fit Score" task via API.

Image

Integrate "Ai Label Leads Industry And Fit Score" into your workflow

Connect "Ai Label Leads Industry And Fit Score" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay