How do appraisers adjusting for neighborhood walkability factor in proximity to public transit when valuing properties in East Liberty?
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The searches the AI actually ran for this prompt.
SEED QUERY
How do appraisers adjusting for neighborhood walkability factor in proximity to public transit when valuing properties in East Liberty?
3 real searches · 1 real-search pass
East Liberty Pittsburgh transit East Liberty station busway neighborhood walkability real estate appraisal transit proximityGoogle ↗
OBSERVED
Fannie Mae appraisal location adjustments proximity public transportation comparable sales market reaction appraisal guidanceGoogle ↗
OBSERVED
Pittsburgh East Liberty neighborhood walkability transit East Liberty station redevelopment housing marketGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
East Liberty Pittsburgh transit East Liberty station busway neighborhood walkability real estate appraisal transit proximity Google ↗
Fannie Mae appraisal location adjustments proximity public transportation comparable sales market reaction appraisal guidance Google ↗
Pittsburgh East Liberty neighborhood walkability transit East Liberty station redevelopment housing market Google ↗
- East Liberty Transit Oriented Development · ura.org
- East Liberty Station: Realizing the Potential - Transit Revitalization Investment District Planning Study · pittsburghpa.gov
- Adjustments to Comparable Sales · selling-guide.fanniemae.com
- Comparable Sales · selling-guide.fanniemae.com
- Neighborhood Section of the Appraisal Report · guide-selling.fanniemae.com
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
East Liberty Pittsburgh transit East Liberty station busway neighborhood walkability real estate appraisal transit proximity OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae appraisal location adjustments proximity public transportation comparable sales market reaction appraisal guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Pittsburgh East Liberty neighborhood walkability transit East Liberty station redevelopment housing market OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |