Real ChatGPT answer · index seed44CD0cBpnmYcompleteHome services and improvement · roofingcomparison
What is the average cost breakdown for skylight replacement and sealing versus just getting the flashing repaired by a local handyman?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average cost breakdown for skylight replacement and sealing versus just getting the flashing repaired by a local handyman?
1 real search · 1 real-search pass
San Diego 2026 skylight replacement cost flashing repair handyman labor costGoogle ↗
OBSERVEDShort fact
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)
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
San Diego 2026 skylight replacement cost flashing repair handyman labor cost Google ↗
- Cost to repair skylight in San Diego, CA · handoff.ai
- Skylight Repair San Diego · roofers-san-diego.com
- Cost to Install Skylight in San Diego, CA · contractorplus.app
- How Much Does It Cost to Repair or Replace a Skylight? (2026) · homeguide.com
- How Much Does Skylight Repair Cost? [2026 Data] · angi.com