Real ChatGPT answer · index seedwDify5LYf2QcompleteMarketing and advertising · email marketinginformational
How do personalization tokens and clear call-to-action buttons actually impact the click-through rates of weekly restaurant newsletter campaigns?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do personalization tokens and clear call-to-action buttons actually impact the click-through rates of weekly restaurant newsletter campaigns?
1 real search · 1 real-search pass
email marketing personalization click through rate study personalized calls to action email CTA buttons research restaurant newslettersGoogle ↗
OBSERVEDReason
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 click through rate study personalized calls to action email CTA buttons research restaurant newsletters Google ↗
- How including a button in an appeal email affects email click-through rates for members · nextafter.com
- How including a button in an appeal email affects email click-through rates for non-members · nextafter.com
- Promotional call-to-actions in emails for access-based “moments of luxury”: Evidence from a large-scale randomized field experiment - Yashar Bashirzadeh, Marion Garnier, Tania Aquino, 2026 · journals.sagepub.com
- Promotional call-to-actions in emails for access-based “moments of luxury”: Evidence from a large-scale randomized field experiment - Yashar Bashirzadeh, Marion Garnier, Tania Aquino, 2026 · journals.sagepub.com
- Personalization in Email Marketing: Working Paper · gsb.stanford.edu
- Personalization in Email Marketing: The Role of Noninformative Advertising Content · pubsonline.informs.org
- Restaurant Email Marketing Benchmarks 2026 · bloomintelligence.com