AI is not "too honest"
You asked it for crime stats. Some appraisers are too stubborn or politically partisan to leave their personal sh**t out of appraising.
AI: "The ten most important characteristics for buying a house in a neighborhood include safety, school quality, location convenience, amenities access, affordability, community vibe, future growth potential, demographics alignment, physical appeal, and homeownership rates.
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Safety: Low crime rates and visible community engagement create security and peace of mind.
• School Quality: High-rated districts boost property values, resale speed, and family appeal, even without children.
• Location: Proximity to work, highways, transit, and essentials reduces commute time and daily hassles.
• Amenities: Nearby parks, grocery stores, hospitals, shops, and recreation enhance lifestyle and convenience.
• Affordability: Housing prices and cost of living must fit budget without straining finances.
• Community Vibe: Strong sense of belonging, events, and neighborhood pride foster social connections.
• Future Growth: Planned developments, zoning, and appreciation potential ensure long-term value.
• Demographics: Age, diversity, culture, and lifestyle match personal or family needs.
• Physical Appeal: Well-maintained homes, curb appeal, and aesthetics signal care and stability.
• Homeownership Rates: Higher owner-occupancy indicates stability over rentals or foreclosures."