AI Income Risk · Real Estate
Georgia
ProofIndex score 55/100 (Moderate Risk) · medium confidence
ProofIndex score: 55/100 — Moderate Risk risk.
Scoring period 2026-Q2 · medium confidence in the underlying data
Georgia (United States) shows moderate exposure in ProofIndex’s scoring, with a ProofIndex score of 55/100 (Moderate Risk). The biggest contributor is employment vulnerability — how exposed local jobs are to AI automation, based on the area’s occupation mix.
Key risk drivers
- Employment Vulnerability — 65/100
- How exposed local jobs are to AI automation, based on the area’s occupation mix.
- Income Concentration — 63/100
- How concentrated local income is in higher-paid, AI-exposed work.
- Resilience Factors — 32/100
- Local economic cushioning — savings, benefits, and job diversity that absorb an income shock.
- Housing Leverage — 27/100
- How leveraged local mortgage borrowers are — loan-to-value, debt-to-income, and price-to-income.
Where this score comes from
Every ProofIndex pillar is computed from published statistics. These are the sources behind this area's score, with the vintage of each and the limitation we know about it.
- Employment Vulnerability — US Census Bureau + ProofIndex model
- Derived ACS occupation proxy · Proxy · State · vintage 2020-2024 ACS 5-year. Occupation exposure is inferred from sector and education signals, not direct OEWS occupation employment.
- Income Concentration — US Census Bureau — ACS 5-year
- ACS state indicators · Official statistics · State · vintage 2020-2024 ACS 5-year. Official survey data; state-level values can hide MSA-level concentration.
- Housing Leverage — Zillow Research
- Zillow home value index · Market data · State · vintage May 2026 file release. Market data series; rental and mortgage stress inputs may be derived from home-value and income relationships.
- Rental Market Exposure — Zillow Research
- Zillow home value index · Market data · State · vintage May 2026 file release. Market data series; rental and mortgage stress inputs may be derived from home-value and income relationships.
- Resilience Factors — US Department of Labor ETA
- US safety-net parameters · Official statistics · State · vintage 2026. Statutory and public program parameters; savings and absorption are still proxy estimates.
Frequently asked questions
Is Georgia at risk from AI job losses?
Moderately — Georgia sits mid-pack among the United States markets ProofIndex tracks. It scores 55/100 (Moderate Risk) overall, and 65/100 on employment vulnerability — how much of the local occupation mix overlaps with work today’s AI can already do. ProofIndex measures how exposed local incomes are, not how many jobs will go: a higher score means more of the local wage base sits in work that AI is changing.
How exposed is the Georgia housing market to AI automation?
Georgia scores 55/100 (Moderate Risk) on ProofIndex, which blends how exposed local incomes are to AI with how leveraged the local housing market is. The largest single contributor is employment vulnerability at 65/100 — how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage — loan-to-value, debt-to-income, and price-to-income among local borrowers — scores 27/100. Local resilience — savings, benefits, and job diversity that absorb an income shock — scores 32/100 and pulls the composite down. Scores are normalized 0–100 within United States, so this ranks Georgia against other United States markets rather than against markets abroad.
Why is Georgia rated Moderate Risk?
Moderate Risk is the risk tier ProofIndex assigns to a composite score of 55/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Georgia the risk pillars rank employment vulnerability 65/100, income concentration 63/100, housing leverage 27/100. Confidence in the underlying data for this area is medium.
See the full Georgia report
Full pillar breakdowns, peer benchmarking, and data sources with confidence ratings.
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Other United States markets
- Corvallis, OR — 88/100
- San Jose-Sunnyvale-Santa Clara, CA — 87/100
- Bridgeport-Stamford-Danbury, CT — 87/100
- Santa Fe, NM — 86/100
- Bozeman, MT — 86/100
- San Francisco-Oakland-Fremont, CA — 85/100