Real ChatGPT answer · index seedO5yDJM6NAUUcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What are the hidden costs of outsourcing generative engine optimization compared to training my current marketing assistant on ChatGPT?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs of outsourcing generative engine optimization compared to training my current marketing assistant on ChatGPT?
2 real searches · 1 real-search pass
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
generative engine optimization GEO agency pricing services measurement limitations AI search visibility 2026 Google ↗
OpenAI ChatGPT business marketing training assistant data controls official documentation Google ↗
- Generative Engine Optimization Services: What They Include and Cost (2026) · useomnia.com
- Generative Engine Optimization Cost: Price Ranges and What Drives Them · nuoptima.com
- How much does generative engine optimization cost in 2026? Real pricing benchmarks · pepper.inc
- Generative Engine Optimization Agency Guide: Services, Prices, Questions · thrad.ai
- Business data privacy, security, and compliance · openai.com
- Managing data, sharing, and privacy in ChatGPT Business · help.openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative engine optimization GEO agency pricing services measurement limitations AI search visibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT business marketing training assistant data controls official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |