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Customer Insights Summary

by recued-core v3 48 views

Use “Customer Insights Summary” in Recued. Summarizes customer wants/concerns/criteria from activity notes. Shows last 5 activity subjects (calls/meetings/emails) when AI disabled.

How it works 16 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Process (16 steps)
◆ activities recued-core.hubspot.engagement.list
List engagement on hubspot
■ activities_flat map
Extract from each item
■ filtered_by_type filter
Filter by condition
■ with_days_old map
Extract timestamp from each item
■ recent_activities filter
Filter by condition
■ sorted_activities sort
Sort by
■ formatted_activities map
Extract from each item
■ joined_activities join
Join items with " "
■ truncated_activities truncate
Truncate joined activities to a max length
■ skip_ai any
Check if any of the conditions are true
✦ ai_extract core.ai.extract
AI extracts structured fields from data
skip: step.skip_ai equal true
■ wants_text coalesce
Use the first available value from: ai extract wants, AI analysis unavailable (disabled or no recent activities)
■ concerns_text coalesce
Use the first available value from: ai extract concerns, AI analysis unavailable (disabled or no recent activities)
■ criteria_text coalesce
Use the first available value from: ai extract decision criteria, AI analysis unavailable (disabled or no recent activities)
■ top5_activities slice
Take a subset of
■ recent_activities_table to_table
Format results as a data table
skip: config.enable_ai equal true
▼
Output
text wants_text
text concerns_text
text criteria_text
table recent_activities_table
Settings 3 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

enable ai toggle = on
max chars number = 8000
lookback days number = 180

Uses (2 operations)

Pack operation List engagement on hubspot recued-core.hubspot.engagement.list
AI models AI extracts structured fields from data core.ai.extract

Trust & control

What installing this recipe would let it do. Recued grants these permissions at install — review them there before approving.

What it's allowed to do

Read AI models core.ai.extract read-only

1 more isn't listed here. You'll see it at install.

Data it touches

SurfacesAI models

About

Tags

hubspot dealinsightsaihubspotcustomeractivities

Details

16 steps 3 configurable settings recipe_id: summarize-deal-customer-insights-hubspot