How do I add personalization tokens to my weekly recipes newsletter so my readers in Bothell feel like I am talking directly to them?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I add personalization tokens to my weekly recipes newsletter so my readers in Bothell feel like I am talking directly to them?
1 real search · 1 real-search pass
email newsletter personalization merge tags fallback values best practices Mailchimp Kit official 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)
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 newsletter personalization merge tags fallback values best practices Mailchimp Kit official documentation Google ↗
- Set Default Merge Values for an Audience · mailchimp.com
- Getting Started with Merge Tags · mailchimp.com
- Basic email personalization with Liquid + FAQs · help.kit.com
- Create default values for personalization tokens · knowledge.hubspot.com