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Company Data Enrichment Workflow

Company Data Enrichment Workflow is a 12-node automation blueprint connecting OpenAI, Google Sheets, ScrapingBee. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIGoogle SheetsScrapingBee

Interactive system map

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

12

Nodes

11

Edges

6

Zones

System stack

3 integrations

  • OpenAI
  • Google Sheets
  • ScrapingBee
Company Data Enrichment Workflow interactive execution graphStructural view of 12 workflow nodes and 11 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.Webhook. trigger node, webhook. 0 incoming and 1 outgoing connections.WebhookTRIGGERWEBHOOK0 IN / 1 OUTTool called from Agent. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.Tool called from AgentTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTGet rows from Google Sheet. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Get rows from Google SheetGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTLoop Over Items. integration node, splitInBatches. 2 incoming and 2 outgoing connections.Loop Over ItemsINTEGRATIONSPLITINBATCHES2 IN / 2 OUTSet company url. transform node, set. 1 incoming and 1 outgoing connections.Set company urlTRANSFORMSET1 IN / 1 OUTScrapingBee : Scrape company's homepage data . integration node, httpRequest. 1 incoming and 1 outgoing connections.ScrapingBee : Scrape comp…INTEGRATIONHTTPREQUEST1 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTCall n8n workflow : Scrape companies homepage content. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.Call n8n workflow : Scra…AITOOLWORKFLOW0 IN / 1 OUTHTML to Markdown. integration node, markdown. 1 incoming and 0 outgoing connections.HTML to MarkdownINTEGRATIONMARKDOWN1 IN / 0 OUTUpdate Company's Row on Google Sheet. Google Sheets node, googleSheets. 1 incoming and 0 outgoing connections.Update Company's Row on G…GOOGLE SHEETSGOOGLESHEETS1 IN / 0 OUTAI Agent. ai node, agent. 4 incoming and 1 outgoing connections.AI AgentAIAGENT4 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.12 connected nodesEnter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The workflow is grouped into operational zones, then reviewed for the controls needed to adapt the pattern safely.

01

Entry signals

2 nodes

Events, schedules, and unconnected roots that can start an execution.

Tool called from Agent

Trigger

Webhook

Trigger

02

Data & operations

4 nodes

Transformations and external-system actions that move the work forward.

Get rows from Google Sheet

Integration

ScrapingBee : Scrape company's homepage data

Integration

Loop Over Items

Integration

Set company url

Transform

03

Intelligence & routing

4 nodes

Model calls and control points that interpret, branch, or govern the run.

Structured Output Parser

AI reasoning

OpenAI Chat Model

AI reasoning

Call n8n workflow : Scrape companies homepage content

AI reasoning

AI Agent

AI reasoning

04

Terminal actions

2 nodes

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Update Company's Row on Google Sheet

Integration

HTML to Markdown

Integration

Adjacent systems

Keep tracing the stack.

Related workflows share tools and similar system patterns.

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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