AI-Powered Lead Enrichment with Bright Data MCP and Google Sheets โ€” n8n ์›Œํฌํ”Œ๋กœ

๋†’์Œ ๋ณต์žก๋„โšก ํŠธ๋ฆฌ๊ฑฐ39๊ฐœ์˜ ๋…ธ๋“œโœจ AI๐Ÿ‘ 3,344ํšŒ ์กฐํšŒ์ž‘์„ฑ์ž: Cyril Nicko Gaspar

๊ฐœ์š”

๐Ÿ“Œ HubSpot Lead Enrichment with Bright Data MCP

This template enables natural-language-driven automation using Bright Data's MCP tools, triggered directly by new leads in HubSpot. It dynamically extracts and executes the right tool based on lead contextโ€”powered by AI and configurable in N8N.

โ“ What Problem Does This Solve?

Manual lead enrichment is slow, inconsistent, and drains valuable time. This solution automates the process using a no-code workflow that connects HubSpot, Bright Data MCP

์‚ฌ์šฉ๋œ ๋…ธ๋“œ

Google SheetsHubSpotAI AgentOpenAI Chat ModelAuto-fixing Output ParserStructured Output ParserOpenAIMCP Client Tool

์›Œํฌํ”Œ๋กœ ๋ฏธ๋ฆฌ๋ณด๊ธฐ

Watch for the updated record in Google Sheets
Write 'needs more enrichment' in the status column if y
Manually run the records that is needed enric
Update the record in Google Sheet
AI Agent with Bright Data MCP attached
Please play around which model suited best
Formating the results and comparing it to the
Format the output
Identify the accuracy of the scraped data
This may serve as another layer of accuracy filtering
Override the record if the confidence score i
Append row if the confidence score is below 8
Scraped data doesn't match the source. This w
New Contact trigger in Hubspot and Save it to
Update the Hubspot contact for the high confi
modelmodeltoolparserparser
โšก
G
Google Sheets Trigger
Structured Output Parser
Auto-fixing Output Parser
OpenAI Chat Model1
P
Process each leads one bโ€ฆ
F
Filter the leads that neโ€ฆ
R
Remove unneccessary fielโ€ฆ
Bright Data MCP Client
OpenAI Chat Model
I
If
S
Switch
I
If2
M
Merge
I
If1
N
Not matched route
S
Space requests by 5 secoโ€ฆ
Scraper AI Agent
M
Merge1
Judge the accuracy of scโ€ฆ
J
Just to make the connectโ€ฆ
E
Extract the AI results oโ€ฆ
C
Check the confidence score
P
Prepare the scraped outpโ€ฆ
A
Add confidence score to โ€ฆ
Add record if the confidโ€ฆ
Override the record if tโ€ฆ
Update the status of theโ€ฆ
U
Update row_id and status
Update the status of theโ€ฆ
S
Split Out
Google Sheets
HubSpot
Google Sheets1
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W
When clicking โ€˜Execute wโ€ฆ
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N
New Contact in Hubpost (โ€ฆ
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N
New Contact in Hubpost (โ€ฆ
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No Operation, do nothing
Update the Hubspot Contact
S
Set Desired Confidence Sโ€ฆ
39 nodes47 edges

์ž‘๋™ ์›๋ฆฌ

  1. 1

    ํŠธ๋ฆฌ๊ฑฐ

    ์›Œํฌํ”Œ๋กœ๋Š” ํŠธ๋ฆฌ๊ฑฐ ํŠธ๋ฆฌ๊ฑฐ๋กœ ์‹œ์ž‘ํ•ฉ๋‹ˆ๋‹ค.

  2. 2

    ์ฒ˜๋ฆฌ

    ๋ฐ์ดํ„ฐ๊ฐ€ 39๊ฐœ์˜ ๋…ธ๋“œ๋ฅผ ํ†ตํ•ด ํ๋ฆ…๋‹ˆ๋‹ค, connecting agent, filter, googlesheets.

  3. 3

    ์ถœ๋ ฅ

    ์›Œํฌํ”Œ๋กœ๊ฐ€ ์ž๋™ํ™”๋ฅผ ์™„๋ฃŒํ•˜๊ณ  ๊ตฌ์„ฑ๋œ ๋Œ€์ƒ์— ๊ฒฐ๊ณผ๋ฅผ ์ „๋‹ฌํ•ฉ๋‹ˆ๋‹ค.

๋…ธ๋“œ ์„ธ๋ถ€ ์ •๋ณด (39)

GO

Google Sheets

googleSheets

#1
HU

HubSpot

hubspot

#2
AI

AI Agent

n8n-nodes-langchain.agent

#3
OP

OpenAI Chat Model

n8n-nodes-langchain.lmChatOpenAi

#4
AU

Auto-fixing Output Parser

n8n-nodes-langchain.outputParserAutofixing

#5
ST

Structured Output Parser

n8n-nodes-langchain.outputParserStructured

#6
OP

OpenAI

n8n-nodes-langchain.openAi

#7
MC

MCP Client Tool

n8n-nodes-langchain.mcpClientTool

#8

์ด ์›Œํฌํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๋Š” ๋ฐฉ๋ฒ•

  1. 1์˜ค๋ฅธ์ชฝ์˜ JSON ๋‹ค์šด๋กœ๋“œ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜์—ฌ ์›Œํฌํ”Œ๋กœ ํŒŒ์ผ์„ ์ €์žฅํ•ฉ๋‹ˆ๋‹ค.
  2. 2n8n ์ธ์Šคํ„ด์Šค๋ฅผ ์—ด๊ณ  ์›Œํฌํ”Œ๋กœ โ†’ ์ƒˆ๋กœ ๋งŒ๋“ค๊ธฐ โ†’ ํŒŒ์ผ์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.
  3. 3๋‹ค์šด๋กœ๋“œ๋œ ai-powered-lead-enrichment-with-bright-data-mcp-and-google-sheets ํŒŒ์ผ์„ ์„ ํƒํ•˜๊ณ  ๊ฐ€์ ธ์˜ค๊ธฐ๋ฅผ ํด๋ฆญํ•ฉ๋‹ˆ๋‹ค.
  4. 4๊ฐ ์„œ๋น„์Šค ๋…ธ๋“œ์— ๋Œ€ํ•œ ์ž๊ฒฉ ์ฆ๋ช…๏ผˆAPI ํ‚ค, OAuth ๋“ฑ๏ผ‰์„ ์„ค์ •ํ•ฉ๋‹ˆ๋‹ค.
  5. 5์›Œํฌํ”Œ๋กœ ํ…Œ์ŠคํŠธ๋ฅผ ํด๋ฆญํ•˜์—ฌ ๋ชจ๋“  ๊ฒƒ์ด ์ž‘๋™ํ•˜๋Š”์ง€ ํ™•์ธํ•œ ํ›„ ํ™œ์„ฑํ™”ํ•ฉ๋‹ˆ๋‹ค.

๋˜๋Š” n8n โ†’ JSON์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ์— ์ง์ ‘ ๋ถ™์—ฌ๋„ฃ๊ธฐ:

{ "name": "AI-Powered Lead Enrichment with Bright Data MCP and Google Sheets", "nodes": [...], ...}

ํ†ตํ•ฉ

agentfiltergooglesheetsgooglesheetstriggerhubspothubspottriggeriflmchatopenaimanualtriggermcpclienttoolmergeopenaioutputparserautofixingoutputparserstructuredsetsplitinbatchessplitoutswitchwaitwebhook

์ด ์›Œํฌํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ

ํ•œ ๋ฒˆ์˜ ํด๋ฆญ์œผ๋กœ ๋‹ค์šด๋กœ๋“œ ๋ฐ ๊ฐ€์ ธ์˜ค๊ธฐ

JSON ๋‹ค์šด๋กœ๋“œn8n.io์—์„œ ๋ณด๊ธฐ
๋…ธ๋“œ39
๋ณต์žก๋„high
ํŠธ๋ฆฌ๊ฑฐtrigger
์กฐํšŒ์ˆ˜3,344
์นดํ…Œ๊ณ ๋ฆฌAI

์ œ์ž‘์ž

Cyril Nicko Gaspar

Cyril Nicko Gaspar

@cngaspar

ํƒœ๊ทธ

agentfiltergooglesheetsgooglesheetstriggerhubspothubspottriggeriflmchatopenaimanualtriggermcpclienttool
โšก

n8n์„ ์ฒ˜์Œ ์‚ฌ์šฉํ•˜์‹œ๋‚˜์š”?

n8n์€ ๋ฌด๋ฃŒ ์˜คํ”ˆ์†Œ์Šค ์›Œํฌํ”Œ๋กœ ์ž๋™ํ™” ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. ์ž์ฒด ํ˜ธ์ŠคํŒ…ํ•˜๊ฑฐ๋‚˜ ํด๋ผ์šฐ๋“œ ๋ฒ„์ „์„ ์‚ฌ์šฉํ•˜์„ธ์š”.

n8n ๋ฌด๋ฃŒ๋กœ ์‹œ์ž‘ํ•˜๊ธฐ โ†’

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