Real ChatGPT answer · index seedvLVpWSO5DLUcompleteHome services and improvement · roofinglocal

Looking for local roofers in Irving who offer senior citizen discounts or military rebates on roof repairs.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for local roofers in Irving who offer senior citizen discounts or military rebates on roof repairs.
1 real search · 1 real-search pass
Irving TX roofers senior citizen discount military discount roof repair 2026Google ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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
Irving TX roofers senior citizen discount military discount roof repair 2026 Google ↗
  1. Lewisville, TX Roofing Company| Lift Roofing · liftconstruction.com
  2. Coupons · liftconstruction.com
  3. Roofing Company Irving, TX · imperialroofingservices.com
  4. Frequently Asked Questions (FAQs) · brothersroofingconstruction.com
  5. Trusted DFW Roof Experts · invokeroofing.com
  6. Home Rehabilitation Programs · cityofirving.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Irving TX roofers senior citizen discount military discount roof repair 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1