Real ChatGPT answer · index seedkj9fFnd9Hy8completeMarketing and advertising · email marketinginformational
How many personalization tokens are too many to include in a single promotional email according to current case studies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many personalization tokens are too many to include in a single promotional email according to current case studies?
2 real searches · 1 real-search pass
email marketing case studies number of personalization tokens too many in one promotional email personalization overload number of personalized elementsGoogle ↗
OBSERVEDReason
email personalization study optimal number personalized elements promotional email subject line body case studyGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
email marketing case studies number of personalization tokens too many in one promotional email personalization overload number of personalized elements Google ↗
email personalization study optimal number personalized elements promotional email subject line body case study Google ↗
- Personalisation (In)effectiveness in email marketing · doi.org
- Personalisation (in)effectiveness in email marketing · econstor.eu
- Personalization in Email Marketing: Working Paper · gsb.stanford.edu
- Personalization in Email Marketing: The Role of Noninformative Advertising Content · pubsonline.informs.org
- How subject line personalization affects open rate · nextafter.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
email marketing case studies number of personalization tokens too many in one promotional email personalization overload number of personalized elements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
email personalization study optimal number personalized elements promotional email subject line body case study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |