Can I trust the automated repair cost estimators on Realtor.com if I need to replace a commercial grade roof on a fourplex?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I trust the automated repair cost estimators on Realtor.com if I need to replace a commercial grade roof on a fourplex?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Realtor.com home improvement repair cost estimator methodology limitations roof replacement commercial property Google ↗
commercial flat roof replacement cost factors TPO EPDM tear off insulation decking contractor estimate Google ↗
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- How Much Does It Cost to Replace a Commercial Roof? (2026 Estimating Guide) · durablerooftopsolutions.com
- Flat Roof Replacement Cost · joylandroofing.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Realtor.com home improvement repair cost estimator methodology limitations roof replacement commercial property OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
commercial flat roof replacement cost factors TPO EPDM tear off insulation decking contractor estimate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |