Ask ValiFit
One box. Any real-estate question. The system classifies your intent across 13 categories, routes to the right data (parcels, listings, towns, agents, pipeline, methodology), and composes a direct answer with the underlying citations.
I found several homes for you to consider. One option is a 4-bedroom, 3-bathroom house located at 7117 Augusta Dr, Glen Carbon, IL, listed for $438,000. You can view more details about this property [here](https://www.realtor.com/realestateandhomes-detail/7117-Augusta-Dr_Glen-Carbon_IL_62034_M87464-25874).
Why: The user is looking to find a home, indicating a clear intent to search for listings.
5 matching listings

7117 Augusta Dr, Glen Carbon, IL, 62034
4 bd · 3 ba · 2,615 sqft · built 2019
$438,000
66% match
Get a first look at this beautiful new listing during our Open House on Saturday, July 18, from Noon to 2:00 PM. Don't miss your chance to see it before it's go…
school 61safety 81health 71appreciation 59overall 59
3262 Lakeland Dr, Madison, AL, 35756
3 bd · 2.5 ba · 1,570 sqft · built —
$1,550
64% match
Spacious Home featuring an Open Floor Plan, Fenced in Yard, Loft Area, Walk-in Closets in every room, Private Bathroom in the Master with a Vanity and Sink Comb…
school 93safety 56health 53appreciation 46overall 53
142 N Washington St, New Paris, OH, 45347
3 bd · 1 ba · 1,404 sqft · built 1900
$159,900
64% match
Discover an exceptional opportunity to own a charming residence in New Paris, Ohio, offering a blend of classic appeal and modern comforts. This delightful one-…
school 89safety 82health 5appreciation 75overall 27
603 202nd St, Milford, IA, 51351
3 bd · 3 ba · 2,988 sqft · built 2007
$525,000
63% match
This home brings a lot to the table! It's conveniently located close to Emerald Hills Golf Course, right near an access to the trail system, and just a short wa…
school 95safety 57health 80appreciation 20overall 58
1081 Cedarwood Dr, Woodbury, MN, 55125
4 bd · 2 ba · 1,554 sqft · built 1969
$369,900
61% match
Welcome home to this well-maintained split-level ranch, perfectly blending comfort, space, and opportunity. Available only due to relocation, this inviting home…
school 62safety 69health 60appreciation 59overall 49
Data sources
Raw structured response
{
"input_text": "Search for a home",
"parsed_intake": {
"user_type": "buyer",
"intent_summary": "Search for a home"
},
"tokens_used": 1139,
"filters_applied": {},
"weights_applied": {
"vector": 0.3,
"school": 0.2,
"safety": 0.15,
"health": 0.1,
"appreciation": 0.15,
"overall": 0.1,
"commute": 0
},
"vector_used": true,
"candidate_pool_size": 25,
"result_count": 5,
"education_layer": null,
"results": [
{
"match_pct": 66,
"listing": {
"id": 20841232,
"formatted_address": "7117 Augusta Dr, Glen Carbon, IL, 62034",
"city": "Glen Carbon",
"state": "IL",
"list_price": 438000,
"beds": 4,
"full_baths": 3,
"half_baths": null,
"sqft": 2615,
"year_built": 2019,
"hoa_fee": 11,
"primary_photo": "https://ap.rdcpix.com/8e133f57dbe31c398fa6ef2318a81cedl-m1049751506od-w480_h360_x2.webp?w=1080&q=75",
"property_url": "https://www.realtor.com/realestateandhomes-detail/7117-Augusta-Dr_Glen-Carbon_IL_62034_M87464-25874",
"description_excerpt": "Get a first look at this beautiful new listing during our Open House on Saturday, July 18, from Noon to 2:00 PM. Don't miss your chance to see it before it's gone! Picture-perfect landscaping, timeless design, and a location you'll love! Fall in love",
"lat": 38.768103,
"lng": -89.930642
},
"breakdown": [
{
"key": "school",
"weight": 0.2,
"score": 61,
"contribution": 12.2
},
{
"key": "safety",
"weight": 0.15,
"score": 81,
"contribution": 12.2
},
{
"key": "health",
"weight": 0.1,
"score": 71,
"contribution": 7.1
},
{
"key": "appreciation",
"weight": 0.15,
"score": 59,
"contribution": 8.9
},
{
"key": "overall",
"weight": 0.1,
"score": 59.2,
"contribution": 5.9
}
],
"commute_score": null
},
{
"match_pct": 63.6,
"listing": {
"id": 20841198,
"formatted_address": "3262 Lakeland Dr, Madison, AL, 35756",
"city": "Madison",
"state": "AL",
"list_price": 1550,
"beds": 3,
"full_baths": 2,
"half_baths": 1,
"sqft": 1570,
"year_built": null,
"hoa_fee": null,
"primary_photo": "https://ap.rdcpix.com/4dd21374c6e980a625e983869acd291el-m2593387077od-w480_h360_x2.webp?w=1080&q=75",
"property_url": "https://www.realtor.com/rentals/details/3262-Lakeland-Dr_Madison_AL_35756_M87457-82786",
"description_excerpt": "Spacious Home featuring an Open Floor Plan, Fenced in Yard, Loft Area, Walk-in Closets in every room, Private Bathroom in the Master with a Vanity and Sink Combo, and more! New kitchen and laundry flooring! Conveniently located between Decatur/Huntsv",
"lat": 34.601498,
"lng": -86.826496
},
"breakdown": [
{
"key": "school",
"weight": 0.2,
"score": 93,
"contribution": 18.6
},
{
"key": "safety",
"weight": 0.15,
"score": 56,
"contribution": 8.4
},
{
"key": "health",
"weight": 0.1,
"score": 52.9,
"contribution": 5.3
},
{
"key": "appreciation",
"weight": 0.15,
"score": 46,
"contribution": 6.9
},
{
"key": "overall",
"weight": 0.1,
"score": 53.2,
"contribution": 5.3
}
],
"commute_score": null
},
{
"match_pct": 63.5,
"listing": {
"id": 6932014,
"formatted_address": "142 N Washington St, New Paris, OH, 45347",
"city": "New Paris",
"state": "OH",
"list_price": 159900,
"beds": 3,
"full_baths": 1,
"half_baths": null,
"sqft": 1404,
"year_built": 1900,
"hoa_fee": 0,
"primary_photo": "https://ap.rdcpix.com/dfcb632224452d423a08e6a5ad79bcabl-m2133033128od-w480_h360_x2.webp?w=1080&q=75",
"property_url": "https://www.realtor.com/realestateandhomes-detail/142-N-Washington-St_New-Paris_OH_45347_M30800-31476",
"description_excerpt": "Discover an exceptional opportunity to own a charming residence in New Paris, Ohio, offering a blend of classic appeal and modern comforts. This delightful one-story home, spanning 1404 square feet, presents a welcoming facade constructed with both b",
"lat": 39.859616,
"lng": -84.793144
},
"breakdown": [
{
"key": "school",
"weight": 0.2,
"score": 89,
"contribution": 17.8
},
{
"key": "safety",
"weight": 0.15,
"score": 81.6,
"contribution": 12.2
},
{
"key": "health",
"weight": 0.1,
"score": 5,
"contribution": 0.5
},
{
"key": "appreciation",
"weight": 0.15,
"score": 75,
"contribution": 11.3
},
{
"key": "overall",
"weight": 0.1,
"score": 26.8,
"contribution": 2.7
}
],
"commute_score": null
},
{
"match_pct": 63.3,
"listing": {
"id": 20841137,
"formatted_address": "603 202nd St, Milford, IA, 51351",
"city": "Milford",
"state": "IA",
"list_price": 525000,
"beds": 3,
"full_baths": 3,
"half_baths": null,
"sqft": 2988,
"year_built": 2007,
"hoa_fee": 0,
"primary_photo": "https://ap.rdcpix.com/d7591a9cb4f340906581cb5769bf4a0bl-m2669023998od-w480_h360_x2.webp?w=1080&q=75",
"property_