Real ChatGPT answer · index seed6ZcpRoT9shEcompleteReal estate · home valuationinformational

We are planning our family budget and want to know if doing a roof replacement now will protect our home value during an upcoming move

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are planning our family budget and want to know if doing a roof replacement now will protect our home value during an upcoming move
2 real searches · 1 real-search pass
roof replacement resale value cost recouped 2025 2026 Remodeling Cost vs Value roofing reportGoogle ↗
OBSERVEDComparison
Dallas Texas roof replacement average cost 2026 asphalt shinglesGoogle ↗
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 (2)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / 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
roof replacement resale value cost recouped 2025 2026 Remodeling Cost vs Value roofing report Google ↗
Dallas Texas roof replacement average cost 2026 asphalt shingles Google ↗
  1. CVV Projects · jlconline.com
  2. Selling a House With a Damaged Roof in Texas (2026) · peoplesconstruction.info

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
roof replacement resale value cost recouped 2025 2026 Remodeling Cost vs Value roofing report
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Dallas Texas roof replacement average cost 2026 asphalt shingles
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1