Real ChatGPT answer · index seed3hQswxhtmr8completeMarketing and advertising · AI search and generative engine optimizationcommercial
I need to decide if Claude or ChatGPT is cheaper for my small agency to scale daily copywriting tasks without blowing our monthly software budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to decide if Claude or ChatGPT is cheaper for my small agency to scale daily copywriting tasks without blowing our monthly software budget.
4 real searches · 1 real-search pass
OpenAI ChatGPT pricing plans Plus Pro Business official pricing 2026Google ↗
OBSERVEDComparison
Anthropic Claude pricing plans Pro Max Team official pricing 2026Google ↗
OBSERVEDComparison
OpenAI API pricing models official 2026Google ↗
OBSERVEDOther / navigational
Anthropic API pricing models official 2026Google ↗
OBSERVEDComparison
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
OpenAI ChatGPT pricing plans Plus Pro Business official pricing 2026 Google ↗
Anthropic Claude pricing plans Pro Max Team official pricing 2026 Google ↗
OpenAI API pricing models official 2026 Google ↗
Anthropic API pricing models official 2026 Google ↗
- What is ChatGPT Plus? · help.openai.com
- Plans & Pricing · claude.com
- Business Pricing · openai.com
- Choose a Claude plan · support.claude.com
- Pricing · developers.openai.com
- Pricing · platform.claude.com
- Plans & pricing · claude.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT pricing plans Plus Pro Business official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Anthropic Claude pricing plans Pro Max Team official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OpenAI API pricing models official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Anthropic API pricing models official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |