Real ChatGPT answer · index seedwBd9jB5lFZ4completeReal estate · home valuationcommercial

Do online home value estimators like Trulia underestimate the cost of repairing an old roof when calculating total property worth

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do online home value estimators like Trulia underestimate the cost of repairing an old roof when calculating total property worth
2 real searches · 1 real-search pass
Trulia home value estimate algorithm property condition roof repairs not included estimateGoogle ↗
OBSERVED
appraisal adjustment roof condition deferred maintenance home value comparable sales roof replacementGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Trulia home value estimate algorithm property condition roof repairs not included estimate Google ↗
appraisal adjustment roof condition deferred maintenance home value comparable sales roof replacement Google ↗
  1. Selling Guide_4.22.2026 · singlefamily.fanniemae.com
  2. Part B, Origination Through Closing · singlefamily.fanniemae.com
  3. Does a New Roof Increase Home Value? · redfin.com
  4. Can You Trust the Online Property Value of That House? · homelight.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trulia home value estimate algorithm property condition roof repairs not included estimate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
appraisal adjustment roof condition deferred maintenance home value comparable sales roof replacement
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1