Real ChatGPT answer · index seedsnktnsfrCjIcompleteB2B software · AI and automation toolslocal

Looking for a reliable freelance developer near Cleveland to help us optimize our prompt tokens and lower our monthly AI spend.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a reliable freelance developer near Cleveland to help us optimize our prompt tokens and lower our monthly AI spend.
1 real search · 1 real-search pass
Cleveland Ohio freelance developer prompt engineering LLM token optimization AI cost reduction consultantGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Cleveland Ohio freelance developer prompt engineering LLM token optimization AI cost reduction consultant Google ↗
  1. Website and portfolio · devtomic.com
  2. Website · dev3loper.ai
  3. Website · connectpilot.ai
  4. AI Agency in Cleveland, OH · connectpilot.ai
  5. Website and pricing · phyllogicai.com
  6. Website · goodsmartidea.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Cleveland Ohio freelance developer prompt engineering LLM token optimization AI cost reduction consultant
OBSERVED
Google ↗
AI Mode ↗
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