Real ChatGPT answer · index seedVXYizDdmFTgcompleteMarketing and advertising · AI search and generative engine optimizationcomparison

Is ChatGPT or Claude easier to train on our brand voice so we do not have to rewrite every single advertising email?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is ChatGPT or Claude easier to train on our brand voice so we do not have to rewrite every single advertising email?
2 real searches · 1 real-search pass
OpenAI ChatGPT custom GPT knowledge instructions projects writing style official documentation brand voiceGoogle ↗
OBSERVEDOther / navigational
Anthropic Claude projects styles instructions knowledge base official documentation brand voice writingGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

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
OpenAI ChatGPT custom GPT knowledge instructions projects writing style official documentation brand voice Google ↗
Anthropic Claude projects styles instructions knowledge base official documentation brand voice writing Google ↗
  1. Creating and editing GPTs · help.openai.com
  2. GPTs in ChatGPT · help.openai.com
  3. What are projects? · support.anthropic.com
  4. Understanding Claude's personalization features · support.claude.com
  5. Configuring and Using Styles · support.anthropic.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI ChatGPT custom GPT knowledge instructions projects writing style official documentation brand voice
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Anthropic Claude projects styles instructions knowledge base official documentation brand voice writing
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1