I am a recent college grad moving from Ohio to Texas for my first job, and I need to figure out the best neighborhoods in Austin for someone on a strict entry-level budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a recent college grad moving from Ohio to Texas for my first job, and I need to figure out the best neighborhoods in Austin for someone on a strict entry-level budget.
4 real searches · 1 real-search pass
Best affordable neighborhoods to live in Austin Texas 2026 rent commute young professionalsGoogle ↗
OBSERVEDComparison
affordable neighborhoods apartments young professionalsGoogle ↗
OBSERVEDComparison
budget apartments Austin neighborhoodsGoogle ↗
OBSERVEDComparison
apartment communities near transitGoogle ↗
OBSERVEDComparison
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Best affordable neighborhoods to live in Austin Texas 2026 rent commute young professionals Google ↗
affordable neighborhoods apartments young professionals Google ↗
budget apartments Austin neighborhoods Google ↗
apartment communities near transit Google ↗
- Cheapest Neighborhoods in the Austin Area: 9 Budget-Friendly Areas for 2026 · apartmentlist.com
- 7 Best Austin Neighborhoods for Young Professionals in 2026 · relocatemetx.com
- What are the best Austin neighborhoods for newcomers? · gobigcity.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Best affordable neighborhoods to live in Austin Texas 2026 rent commute young professionals OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
affordable neighborhoods apartments young professionals OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
budget apartments Austin neighborhoods OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
apartment communities near transit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |