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Adaptive AI · By Adaptation Living LLC

Workflow Trigger - Exact Match & Contains Phrase

Exact Match and Contains Phrase determine how narrowly an incoming phrase qualifies for a workflow.

Adaptive AI Knowledge Base

Automation, Workflows & AI

Task-specific steps

Exact Match and Contains Phrase determine how narrowly an incoming phrase qualifies for a workflow. Exact Match is appropriate for a controlled keyword; Contains Phrase allows the keyword to appear inside a longer message.

  1. 1Open or create the workflow and add the message or reply trigger that exposes phrase matching.
  2. 2Choose the supported channel or event and enter the intended keyword or phrase exactly as customers are instructed to send it.
  3. 3Select Exact Match when only that response should qualify. Select Contains Phrase when a natural sentence containing the phrase should also qualify.
  4. 4Add exclusions or branches for negative intent, stop requests, support requests, and unrelated replies before any promotional follow-up.
  5. 5Publish to a limited test audience and send the exact phrase, the phrase inside a sentence, a close misspelling, different punctuation, and a clearly unrelated response.
  6. 6Inspect execution history to document how capitalization, punctuation, whitespace, and channel-specific payloads are evaluated in the current interface.

Feature-specific checks

  • Use the narrowest matching rule that still reflects how real customers respond.
  • Never let a marketing keyword override opt-out, consent, or do-not-disturb handling.
  • If several phrases should qualify, define them explicitly and test each path rather than assuming similarity matching.

Before you begin

“Workflow Trigger - Exact Match & Contains Phrase” is part of the Automation → Workflows area in Adaptive AI. Create and manage active, inactive, and draft workflows. Automation changes can affect many records at once, so the safest approach is to define the intended entry condition, action, and stopping point before publishing anything. The objective is not merely to save a setting; it is to confirm the result works for the staff member or customer who will depend on it.

  • Write down the exact trigger, filters, expected action, and condition that should stop or bypass the automation.
  • Use an internal test contact with complete sample data, a valid communication channel, and consent appropriate to the test.
  • Confirm that every connected account, custom field, pipeline, calendar, or template referenced by the automation still exists and is available.
  • Record the current published status and settings so you can compare behavior or restore the earlier configuration if necessary.
  • Choose a quiet test window when a controlled enrollment cannot interfere with active customer communication.

Verify the result

After completing the instructions in this guide, use a controlled test before treating the setup as finished. A saved screen or success message confirms configuration, but only an end-to-end test confirms the business outcome.

  1. 1Save the configuration, review every branch from top to bottom, and publish only after required fields and warnings are resolved.
  2. 2Run one controlled test using known inputs and note the exact time the test record entered the automation.
  3. 3Open execution history and confirm that the record followed the expected branch in the correct order.
  4. 4Verify the intended message, task, field update, or status change occurred once and contains the correct merged information.
  5. 5Run a negative test that should not qualify; it should remain outside the automation without producing side effects.

Troubleshooting checklist

If the result differs from what you expected, preserve the current state and isolate one variable at a time. Start with the checks below before deleting the configuration or rebuilding it from scratch.

  • Confirm the automation is published and that the trigger filters match the test record exactly, including capitalization and date conditions.
  • Review re-entry settings to determine whether the same record is allowed to enter again or is being correctly excluded.
  • Check the first failed or skipped step in execution history instead of changing several steps at the same time.
  • Verify wait steps, account time zone, business-hour windows, and scheduled-send rules when an action appears delayed.
  • Reconnect or reauthorize any external service that reports an expired credential, missing scope, or unavailable resource.

Best practices

  • Use names that state the audience, trigger, and outcome so another administrator can understand the automation without opening it.
  • Keep entry filters narrow and add explicit stop conditions to prevent duplicate messages, tasks, or opportunity changes.
  • Respect contact consent, do-not-disturb status, quiet hours, and channel-specific opt-out requirements in every communication path.
  • Change one behavior at a time, test it, and document the result before expanding the automation to more records.
  • Review execution errors and unexpected enrollments after launch, then again after any connected integration or template changes.

Continue learning

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