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Why do certain conditional wait steps in marketing automation workflows fail to evaluate properly when triggered by third-party API events?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Why do certain conditional wait steps in marketing automation workflows fail to evaluate properly when triggered by third-party API events?
1 real search · 1 real-search pass
marketing automation conditional wait webhook API event contact property evaluation asynchronous event payload documentationGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
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Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
marketing automation conditional wait webhook API event contact property evaluation asynchronous event payload documentation Google ↗
  1. Configure a Wait Until API Event Activity · help.salesforce.com
  2. Journeys and Automations · resources.docs.salesforce.com
  3. Journeys and Events | Marketing Cloud Engagement APIs and Programmatic Languages · developer.salesforce.com
  4. Wait until... · docs.customer.io

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
marketing automation conditional wait webhook API event contact property evaluation asynchronous event payload documentation
OBSERVED
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