Data Overview

Coupler.io can pull three types of data from Trello. Each maps to a different part of your Trello workflow — the cards themselves, the history of changes to those cards, and the detailed checklist tasks inside them.

Available entities

Entity
Best for

Board cards

Snapshot of current board state — task tracking, reporting, status overviews

Cards updates

Audit trail and timeline analysis — who moved what, and when

Checklist items

Granular task tracking — subtask completion rates, team workload

Board cards

Card details

Field
Description

id

Unique card identifier

name

Card title

desc

Card description

idList

ID of the list the card belongs to

idBoard

ID of the board

due

Due date

dueComplete

Whether the due date is marked complete

dateLastActivity

Timestamp of the most recent activity on the card

closed

Whether the card is archived

url

Direct link to the card

Card metadata

Field
Description

labels

Labels assigned to the card (name and color)

idMembers

Member IDs assigned to the card

idChecklists

IDs of checklists attached to the card

shortLink

Short URL identifier for the card

pos

Card's position within its list

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Custom fields created with the Trello Custom Fields Power-Up are not always exported automatically. If you don't see your custom field columns, run a full export first to see all available column names, then use the Columns filter to select the ones you need.

Cards updates

Activity fields

Field
Description

id

Unique action ID

type

Type of action (e.g., updateCard, commentCard, addMemberToCard)

date

Timestamp of the action

idMemberCreator

ID of the member who performed the action

data.card.name

Name of the card the action was performed on

data.listBefore

List the card was moved from

data.listAfter

List the card was moved to

Checklist items

Checklist fields

Field
Description

id

Unique checklist item ID

name

Checklist item text

state

Completion state (complete / incomplete)

idChecklist

ID of the parent checklist

idCard

ID of the card the checklist belongs to

pos

Position of the item within the checklist

Common metric combinations

  • Board cards + Checklist items — Join on idCard to see cards alongside their subtask completion rates

  • Board cards + Cards updates — Join on card ID to build a full card history report, including current state and all changes

  • Board cards from multiple boards — Use the Append transformation to combine cards from several boards into one unified dataset

Use cases by role

  • Export Board cards to Google Sheets or Looker Studio to build sprint dashboards showing card status, assignees, and due dates

  • Use Cards updates to see how long cards spent in each list, helping you identify bottlenecks in the workflow

  • Send board data to ChatGPT or Claude to generate automated project status summaries

Platform-specific notes

  • Trello's API returns data for one board at a time — use the Append transformation to combine multiple boards in a single data flow

  • The Start date parameter filters cards by creation date, not last activity date

  • Power-Up fields (including Custom Fields) may appear as nested JSON or may require the Columns filter to isolate specific fields

  • Archived cards are included in exports by default (closed: true) — filter them out in your destination if you only want active cards

  • Labels are returned as an array — in spreadsheet destinations, they may appear as comma-separated values or in a structured format depending on your destination

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