How do I properly format personalization tokens in my email campaign so I do not embarrass myself in front of my local Redmond neighbors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I properly format personalization tokens in my email campaign so I do not embarrass myself in front of my local Redmond neighbors?
1 real search · 1 real-search pass
email marketing personalization merge tags fallback values test campaign official documentation Mailchimp HubSpot ActiveCampaign KlaviyoGoogle ↗
OBSERVEDOther / navigational
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)
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
email marketing personalization merge tags fallback values test campaign official documentation Mailchimp HubSpot ActiveCampaign Klaviyo Google ↗
- Personalizing Emails with Names and Fallback Values · help.klaviyo.com
- Set Default Merge Values for an Audience · mailchimp.com
- Create default values for personalization tokens · knowledge.hubspot.com
- Troubleshooting Merge Tags · mailchimp.com
- Getting Started with Merge Tags · mailchimp.com