Real ChatGPT answer · index seedBBIeHQRxfGQcompleteReal estate · home valuationcomparison

What does recent real estate data say about flood zone home valuation impact over the past five years compared to non designated properties in the same zip code?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What does recent real estate data say about flood zone home valuation impact over the past five years compared to non designated properties in the same zip code?
2 real searches · 1 real-search pass
2021 2026 real estate home price discount FEMA flood zone designation within zip code empirical study flood risk housing values United States recent dataGoogle ↗
OBSERVEDConsequence
2025 2026 flood risk home prices flood zone discount real estate study Texas Houston GalvestonGoogle ↗
OBSERVEDReason

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 factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
2021 2026 real estate home price discount FEMA flood zone designation within zip code empirical study flood risk housing values United States recent data Google ↗
2025 2026 flood risk home prices flood zone discount real estate study Texas Houston Galveston Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2021 2026 real estate home price discount FEMA flood zone designation within zip code empirical study flood risk housing values United States recent data
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2025 2026 flood risk home prices flood zone discount real estate study Texas Houston Galveston
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1