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MCPTools

Insight Conversations

Drill into the conversations behind a specific insight

get_insight_conversations

Returns conversations linked to a specific brand insight. Use after get_brand_insights to see the actual conversations that contributed to an insight.

Parameters

NameTypeRequiredDescriptionDefault
brandInsightIdstringYesThe insight ID from get_brand_insights
limitnumberNoMaximum results (1–30)10
offsetnumberNoPagination offset0

Example Prompt

Show me the conversations behind the shipping time concerns insight (ins-001)

Example Response

{
	"brandInsightId": "ins-001",
	"conversations": [
		{
			"conversationId": "conv-111",
			"createdAt": "2025-01-25T10:00:00Z",
			"customer": {
				"name": "Sarah Johnson",
				"phone": "+15551112222"
			},
			"checkoutState": "abandoned",
			"messagePreview": "How long does shipping usually take? I need this by Friday."
		},
		{
			"conversationId": "conv-222",
			"createdAt": "2025-01-24T16:30:00Z",
			"customer": {
				"name": "Mike Chen",
				"phone": "+15553334444"
			},
			"checkoutState": "recovered",
			"messagePreview": "Do you offer express shipping?"
		}
	],
	"totalCount": 2,
	"limit": 10,
	"offset": 0
}

Notes

  • Requires a brandInsightId from get_brand_insights — call that first to get insight IDs
  • Use get_conversation_details to read the full message thread for any returned conversation
  • This is useful for providing evidence-based recommendations — you can see the actual customer conversations behind every insight

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