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Live demo · natural-language intake·1.87M listings · federally explained

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Type what you're looking for. ValiFit will extract the structured intent (filters, household, financials, weights), then match against 1.87M live listings and explain every score.

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What the system extracted

Weights
{"vector":0.3,"school":0.2,"safety":0.15,"health":0.25,"appreciation":0.15,"overall":0.1,"commute":0}

Top 5 of 25 candidatesvector match: on

32702 Seven Seas Dr, Dana Point, CA, 92629
$6,895,000
6BR · 5.5BA · 3,789 sqft
View listing →

Match math

55.8%
vector+6.1
w=30%
20/100
school+10.0
w=20%
50/100
safety+9.5
w=15%
64/100
health+17.9
w=25%
71/100
appreciation+13.5
w=15%
90/100
overall+7.3
w=10%
73/100

This updated single-level residence in Monarch Bay Terrace offers an exceptional level of privacy paired with a location just minutes from Dana Point's sought-after attractions. The property sits on an expansive lot of nearly 15,000 square feet, prov

45423 Poso Park Dr, Posey, CA, 93260
$295,000
2BR · 1BA · 2,346 sqft
View listing →

Match math

54.9%
vector+15.0
w=30%
50/100
school+10.0
w=20%
50/100
safety+10.5
w=15%
70/100
health+14.9
w=25%
60/100
appreciation+7.6
w=15%
51/100
overall+5.1
w=10%
51/100

A delightful streamside cabin located in the wonderful community of Poso Park, this is the perfect escape from your busy hectic world. You will fall in love! Such a beautiful setting, nestled among the tall pines, private bridge, stairwell & foot bri

846 S 11th St, Coos Bay, OR, 97420
$399,000
3BR · 2BA · 2,052 sqft
View listing →

Match math

50.2%
vector+15.0
w=30%
50/100
school+10.0
w=20%
50/100
safety+6.8
w=15%
46/100
health+12.2
w=25%
49/100
appreciation+8.8
w=15%
58/100
overall+4.9
w=10%
50/100

Marshfield Multi-Unit property for sale! Main home and duplex, perfect additional to your rental portfolio. Main home has 3 bedrooms and 1 full bath, 2 bedrooms on the main floor, one huge bedroom above and laundry/storage on lower level. Main home h

433 Sunkist Ave, La Puente, CA, 91746
$798,000
4BR · 3BA · 1,427 sqft
View listing →

Match math

50.0%
vector+15.0
w=30%
50/100
school+10.0
w=20%
50/100
safety+7.5
w=15%
50/100
health+12.5
w=25%
50/100
appreciation+7.5
w=15%
50/100
overall+5.0
w=10%
50/100

Excellent investment opportunity in the City of La Puente! This 4-bedroom, 3-bath home offers strong potential for the right buyer. Property features a spacious layout, ample natural light, and a backyard with pool, perfect for future entertaining or

142 Gravatt Dr, Berkeley, CA, 94705
$749,000
BR · BA ·
View listing →

Match math

49.2%
vector+5.5
w=30%
18/100
school+10.0
w=20%
50/100
safety+7.6
w=15%
51/100
health+20.2
w=25%
81/100
appreciation+7.8
w=15%
52/100
overall+5.6
w=10%
56/100

One of the last Berkeley/Oakland Hills Firestorm lots left with full-on breathtaking San Francisco Bay Bridge, Golden Gate, SF city views, and views of the Farallon Islands! That is right! One can see the Farallons from this property! Other attribute

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