Extract & summarize Indeed company info with Bright Data and Google Gemini
Needs changesNeeds changes. This template uses 2 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes), HTTP Request Tool (legacy). 2 breaking item(s) found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 13 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model and HTTP Request. It also calls api.brightdata.com and webhook.site over HTTP.
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Set Indeed Search Query (Edit Fields (Set)): sets 2 fields: search_query, zone
- 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 Summarization (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
- Indeed Expert AI Agent (AI Agent): runs an AI agent, with model: Google Gemini Chat Model; 1 tool (Initiate a Webhook Request)
- Initiate a Webhook Notification for Summarization (HTTP Request): calls webhook.site
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:
- 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.
- HTTP Request Tool (legacy) in Initiate a Webhook Request: replace with HTTP Request node connected to the AI Agent's Tool input.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| 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. |
| HTTP Request Tool (legacy) Initiate a Webhook Request | HTTP Request node connected to the AI Agent's Tool input |
Nodes used (9)
- Manual Trigger
n8n-nodes-base.manualTrigger - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Edit Fields (Set)
n8n-nodes-base.set - HTTP Request
n8n-nodes-base.httpRequest - AI Agent
@n8n/n8n-nodes-langchain.agent - Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm - Summarization Chain
@n8n/n8n-nodes-langchain.chainSummarization - Markdown
n8n-nodes-base.markdown - HTTP Request Tool
@n8n/n8n-nodes-langchain.toolHttpRequest
From the author
Who this is for? Extract & Summarize Indeed Company Info is an automated workflow that extracts the Indeed company profile information using Bright Data Web Unlocker, transform it using Google Gemini’s LLM, and forward the transformed response with the…