Ask ValiFit · AI search·13 intent classes · federally cited
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.
vector fallbackconfidence 50% · 3673 tokens · 6026ms
It seems that you are looking for a property report, but specific details such as median home prices are currently unavailable. However, I can provide you with overall scores and composite scores for various municipalities. For example, Guion, AR has an overall score of 54.1, while De Land, IL has a score of 55.5. If you need more specific information, please let me know!
Why: The request is vague and does not specify a clear intent or user type, leading to low confidence in classification.
Semantic matches (10)
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Data sources
Raw structured response
{
"query": "I want a property report",
"state_filter": null,
"corpus_size": 35626,
"result_count": 10,
"results": [
{
"census_place_id": "0529080",
"municipality_name": "Guion",
"state": "AR",
"county": "Stone",
"population": 72,
"tier": "hamlet",
"overall_score": 54.13333333333333,
"median_home_price": null,
"composites": {
"education": 96.6,
"safety": 45.2,
"health": 47.9,
"appreciation": 8.9
},
"similarity": "0.1952",
"links": {
"self": "/api/v1/towns/0529080",
"html": "https://valifit.com/town/0529080"
}
},
{
"census_place_id": "1719200",
"municipality_name": "De Land",
"state": "IL",
"county": "Piatt",
"population": 442,
"tier": "hamlet",
"overall_score": 55.516666666666666,
"median_home_price": null,
"composites": {
"education": 2.5,
"safety": 56.6,
"health": 70.5,
"appreciation": 61.4
},
"similarity": "0.1899",
"links": {
"self": "/api/v1/towns/1719200",
"html": "https://valifit.com/town/1719200"
}
},
{
"census_place_id": "0162496",
"municipality_name": "Prichard",
"state": "AL",
"county": "Mobile",
"population": 18778,
"tier": "small_place",
"overall_score": 48.7,
"median_home_price": null,
"composites": {
"education": 45.3,
"safety": 45.7,
"health": 51.5,
"appreciation": 55.1
},
"similarity": "0.1852",
"links": {
"self": "/api/v1/towns/0162496",
"html": "https://valifit.com/town/0162496"
}
},
{
"census_place_id": "1702560261",
"municipality_name": "Pixley",
"state": "IL",
"county": "Clay",
"population": 525,
"tier": "hamlet",
"overall_score": 47.766666666666666,
"median_home_price": null,
"composites": {
"education": 73.4,
"safety": 92,
"health": 9,
"appreciation": 21.2
},
"similarity": "0.1850",
"links": {
"self": "/api/v1/towns/1702560261",
"html": "https://valifit.com/town/1702560261"
}
},
{
"census_place_id": "2862480",
"municipality_name": "Richton",
"state": "MS",
"county": "Perry",
"population": 936,
"tier": "hamlet",
"overall_score": 48.5,
"median_home_price": null,
"composites": {
"education": 55.8,
"safety": 82.2,
"health": 3,
"appreciation": 96
},
"similarity": "0.1824",
"links": {
"self": "/api/v1/towns/2862480",
"html": "https://valifit.com/town/2862480"
}
},
{
"census_place_id": "3657023",
"municipality_name": "Pelham Manor",
"state": "NY",
"county": "Westchester",
"population": 5613,
"tier": "small_town",
"overall_score": 47.03333333333333,
"median_home_price": null,
"composites": {
"education": 91.8,
"safety": 76.2,
"health": 87.7,
"appreciation": 16.3
},
"similarity": "0.1822",
"links": {
"self": "/api/v1/towns/3657023",
"html": "https://valifit.com/town/3657023"
}
},
{
"census_place_id": "1359976",
"municipality_name": "Pelham",
"state": "GA",
"county": "Mitchell",
"population": 3385,
"tier": "small_town",
"overall_score": 60.55,
"median_home_price": null,
"composites": {
"education": 67.8,
"safety": 5.3,
"health": 53.5,
"appreciation": 80.4
},
"similarity": "0.1812",
"links": {
"self": "/api/v1/towns/1359976",
"html": "https://valifit.com/town/1359976"
}
},
{
"census_place_id": "0523680",
"municipality_name": "Fifty-Six",
"state": "AR",
"county": "Stone",
"population": 162,
"tier": "hamlet",
"overall_score": 59.733333333333334,
"median_home_price": null,
"composites": {
"education": 66.7,
"safety": 45.2,
"health": 47.9,
"appreciation": 98.4
},
"similarity": "0.1803",
"links": {
"self": "/api/v1/towns/0523680",
"html": "https://valifit.com/town/0523680"
}
},
{
"census_place_id": "1759884",
"municipality_name": "Pinckneyville",
"state": "IL",
"county": "Perry",
"population": 4963,
"tier": "small_town",
"overall_score": 82.1,
"median_home_price": null,
"composites": {
"education": 81,
"safety": 72.4,
"health": 64.3,
"appreciation": 99
},
"similarity": "0.1791",
"links": {
"self": "/api/v1/towns/1759884",
"html": "https://valifit.com/town/1759884"
}
},
{
"census_place_id": "3658497",
"municipality_name": "Plandome Manor",
"state": "NY",
"county": "Nassau",
"population": 819,
"tier": "hamlet",
"overall_score": 60.22,
"median_home_price": null,
"composites": {
"education": 99.9,
"safety": null,
"health": 98.9,
"appreciation": 93.2
},
"similarity": "0.1788",
"links": {
"self": "/api/v1/towns/3658497",
"html": "https://valifit.com/town/3658497"
}
}
]
}