Indeed data scraper & summarization with Airtable, Bright Data & Google Gemini
Needs changesWhat this workflow does
This AI workflow has 16 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, HTTP Request and Airtable. It also calls api.brightdata.com and webhook.site over HTTP.
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Set Bright Data Zone (Edit Fields (Set)): sets 1 field: zone
- Airtable: search
- Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
- Wait: waits 10 seconds
- If: checks a condition and branches into true / false
- Perform Indeed Web Request (HTTP Request): calls api.brightdata.com (POST)
- Markdown to Textual Data Extractor (Basic LLM Chain): sends a prompt to an LLM, with model: Google Gemini Chat Model
- Convert Markdown to HTML (Markdown): converts between Markdown and HTML
- Indeed Summarizer (Summarization Chain): summarizes text with AI, with model: Google Gemini Chat Model
- Initiate a Webhook Notification for Markdown to HTML Response (HTTP Request): calls webhook.site
…plus 1 more step. See the full node list below.
Services it uses
HTTP calls to: api.brightdata.com, webhook.site
Before you upgrade to n8n 3.0
2 things in this workflow are removed in n8n 3.0. Fix them before you upgrade:
- HTTP Request Tool (legacy) in Webhook HTTP Request: replace with HTTP Request node connected to the AI Agent's Tool input.
- AI Agent v1 (old agent modes) in Indeed Expert AI Agent (v1.8): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| HTTP Request Tool (legacy) Webhook HTTP Request | HTTP Request node connected to the AI Agent's Tool input |
| AI Agent v1 (old agent modes) Indeed Expert AI Agent (v1.8) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Nodes used (13)
- Manual Trigger
n8n-nodes-base.manualTrigger - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - HTTP Request Tool
@n8n/n8n-nodes-langchain.toolHttpRequest - HTTP Request
n8n-nodes-base.httpRequest - AI Agent
@n8n/n8n-nodes-langchain.agent - Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm - Markdown
n8n-nodes-base.markdown - Edit Fields (Set)
n8n-nodes-base.set - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Airtable
n8n-nodes-base.airtable - If
n8n-nodes-base.if - Wait
n8n-nodes-base.wait - Summarization Chain
@n8n/n8n-nodes-langchain.chainSummarization
From the author
Who this is for? Indeed Data Scraper & Summarization with Airtable, Bright Data and Google Gemini is an automated workflow that extracts company profile information from Indeed using Bright Data Web Unlocker, transforms the data using Google Gemini's LLM, and…