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Lemlist Reply Automation & Categorization

Lemlist Reply Automation & Categorization is a 10-node automation blueprint connecting Lemlist, OpenAI, Slack. Inspect its trigger, execution graph, branches, and implementation requirements.

LemlistOpenAISlack

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

10

Nodes

10

Links

1

Flows

Connected tools

3 integrations

  • Lemlist
  • OpenAI
  • Slack
Lemlist Reply Automation & Categorization execution lanes1 connected flows containing 10 workflow nodes and 10 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.Lemlist Trigger - On new reply. trigger node, lemlistTrigger. 0 incoming and 1 outgoing connections.Lemlist Trigger - On new …TRIGGERLEMLISTTRIGGER0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTFormat text with Markdown. integration node, markdown. 1 incoming and 2 outgoing connections.Format text with MarkdownINTEGRATIONMARKDOWN1 IN / 2 OUTCategorize lemlist reply. ai node, chainLlm. 3 incoming and 1 outgoing connections.Categorize lemlist replyAICHAINLLM3 IN / 1 OUTMerge data. decision node, merge. 2 incoming and 1 outgoing connections.Merge dataDECISIONMERGE2 IN / 1 OUTRoute reply to the right branch. decision node, switch. 1 incoming and 3 outgoing connections.Route reply to the right …DECISIONSWITCH1 IN / 3 OUTSend alert to Slack. Slack node, slack. 1 incoming and 0 outgoing connections.Send alert to SlackSLACKSLACK1 IN / 0 OUTLemlist - Unsubscribe. integration node, lemlist. 1 incoming and 0 outgoing connections.Lemlist - UnsubscribeINTEGRATIONLEMLIST1 IN / 0 OUTlemlist - Mark as interested. integration node, httpRequest. 1 incoming and 0 outgoing connections.lemlist - Mark as interes…INTEGRATIONHTTPREQUEST1 IN / 0 OUT

Signal inspector

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

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.10 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

Lemlist Trigger - On new reply

8 Execution Links2 Support Dependencies

  1. Start

    Lemlist Trigger - On new reply

    Trigger

    OpenAI Chat Model

    AI reasoning

    Structured Output Parser

    AI reasoning

  2. Step 2

    Format text with Markdown

    Integration

  3. Step 3

    Categorize lemlist reply

    AI reasoning

  4. Step 4

    Merge data

    Decision

  5. Step 5

    Route reply to the right branch

    Decision

  6. Outcome

    Send alert to Slack

    Integration

    Lemlist - Unsubscribe

    Integration

    lemlist - Mark as interested

    Integration

Turn the map into a plan

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