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How do personalization token best practices apply to dynamic image URLs in emails so they do not break on mobile devices?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do personalization token best practices apply to dynamic image URLs in emails so they do not break on mobile devices?
1 real search · 1 real-search pass
email marketing personalization tokens dynamic image URL best practices responsive mobile email HTML URL encoding fallback imagesGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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 tokens dynamic image URL best practices responsive mobile email HTML URL encoding fallback images Google ↗
  1. How to insert a dynamic image in an email · help.klaviyo.com
  2. Drag-and-drop emails: the basics · docs.customer.io
  3. Design emails · experienceleague.adobe.com
  4. How to Embed Images in Email: CID, HTML Inline & Linked Images · twilio.com
  5. Personalize URLs in emails · experienceleague.adobe.com
  6. Create default values for personalization tokens · knowledge.hubspot.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
email marketing personalization tokens dynamic image URL best practices responsive mobile email HTML URL encoding fallback images
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1