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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

336 listings found

2013 Chevrolet Impala 1FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Impala 1FL

Hoosick Falls, NY

UnscoredInsufficient · 0
$5,99551,074 mi

Hoosick Falls, NY

2011 Chevrolet Volt Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Volt Base

Hoosick Falls, NY

UnscoredInsufficient · 0
$5,995114,627 mi

Hoosick Falls, NY

2012 Ford Escape XLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Escape XLS

Hoosick Falls, NY

UnscoredInsufficient · 4
$6,495102,288 mi

Comparison: 4 similar vehicles

Hoosick Falls, NY

2011 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Hyundai Elantra Limited

Hoosick Falls, NY

UnscoredInsufficient · 4
$6,50099,380 mi

Comparison: 4 similar vehicles

Hoosick Falls, NY

2017 Mitsubishi Mirage ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Mitsubishi Mirage ES

Hoosick Falls, NY

UnscoredInsufficient · 0
$6,900104,879 mi

Hoosick Falls, NY

2012 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Hyundai Sonata GLS

Hoosick Falls, NY

Fair PriceModerate · 23
$6,900104,077 mi

Market: $2,990 – $8,999

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 582 days listed (based on current market benchmarks)

Hoosick Falls, NY

2017 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Trax LS

Hoosick Falls, NY

UnscoredInsufficient · 4
$6,995128,485 mi

Comparison: 4 similar vehicles

Hoosick Falls, NY

2016 Ford Taurus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Taurus

Hoosick Falls, NY

UnscoredInsufficient · 0
$6,995124,021 mi

Hoosick Falls, NY

2016 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Trax LS

Hoosick Falls, NY

Unscored
$6,995100,717 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2014 Ford Explorer Utility Police Interceptor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Explorer Utility Police Interceptor

Hoosick Falls, NY

Unscored
$6,995146,522 mi

Comparison: 33 similar vehicles

Hoosick Falls, NY

2013 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Soul Base

Hoosick Falls, NY

Unscored
$6,995126,707 mi

Comparison: 36 similar vehicles

Hoosick Falls, NY

2012 Ford Escape Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Escape Hybrid

Hoosick Falls, NY

UnscoredInsufficient · 0
$6,995112,864 mi

Hoosick Falls, NY

2012 Ford Fiesta SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fiesta SE

Hoosick Falls, NY

Fair PriceLimited · 11
$6,99576,565 mi

Market: $3,499 – $8,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 780 days listed (based on current market benchmarks)

Hoosick Falls, NY

2011 Cadillac DTS Premium Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Cadillac DTS Premium Collection

Hoosick Falls, NY

Fair PriceLimited · 10
$6,995118,049 mi

Market: $4,995 – $11,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Hoosick Falls, NY

2010 Hyundai Tucson Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Hyundai Tucson Limited

Hoosick Falls, NY

Unscored
$6,995100,915 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2017 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Trax LS

Hoosick Falls, NY

UnscoredInsufficient · 3
$7,495119,056 mi

Comparison: 3 similar vehicles

Hoosick Falls, NY

2016 Chevrolet Sonic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Sonic LT

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,49556,135 mi

Hoosick Falls, NY

2016 Chevrolet Sonic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Sonic LT

Hoosick Falls, NY

Fair PriceLimited · 13
$7,49560,856 mi

Market: $3,995 – $10,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Hoosick Falls, NY

2020 Mitsubishi Mirage ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Mitsubishi Mirage ES

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,89995,084 mi

Hoosick Falls, NY

2015 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Trax LT

Hoosick Falls, NY

Unscored
$7,900125,743 mi

Comparison: 23 similar vehicles

Hoosick Falls, NY

2018 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Trax LS

Hoosick Falls, NY

Unscored
$7,995123,224 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2017 Ford Focus SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Focus SEL

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99583,516 mi

Hoosick Falls, NY

2017 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Trax LS

Hoosick Falls, NY

UnscoredInsufficient · 3
$7,995116,542 mi

Comparison: 3 similar vehicles

Hoosick Falls, NY

2016 Chevrolet Sonic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Sonic LT

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99554,401 mi

Hoosick Falls, NY

2016 RAM 1500 Pickup Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 RAM 1500 Pickup Tradesman

Hoosick Falls, NY

UnscoredInsufficient · 3
$7,995113,592 mi

Comparison: 3 similar vehicles

Hoosick Falls, NY

2015 Ford C-Max SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford C-Max SE

Hoosick Falls, NY

Unscored
$7,995120,449 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2015 Jeep Renegade Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Renegade Sport

Hoosick Falls, NY

Unscored
$7,995117,701 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2014 Jeep Patriot Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Jeep Patriot Latitude

Hoosick Falls, NY

Fair PriceModerate · 34
$7,995106,396 mi

Market: $3,695 – $11,490

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Hoosick Falls, NY

2014 Ford Fiesta S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Fiesta S

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99533,711 mi

Hoosick Falls, NY

2014 Ford Fiesta S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Fiesta S

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99545,728 mi

Hoosick Falls, NY

2014 Hyundai Veloster RE:FLEX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Veloster RE:FLEX

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99586,304 mi

Hoosick Falls, NY

2013 RAM Cargo Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 RAM Cargo Van Base

Hoosick Falls, NY

Unscored
$7,99560,209 mi

Comparison: 8 similar vehicles

Hoosick Falls, NY

2012 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Optima LX

Hoosick Falls, NY

UnscoredInsufficient · 4
$7,99590,768 mi

Comparison: 4 similar vehicles

Hoosick Falls, NY

2011 Kia Sedona EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Kia Sedona EX

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,995137,320 mi

Hoosick Falls, NY

2010 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Jeep Patriot Sport

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,99587,637 mi

Hoosick Falls, NY

2009 Ford Escape Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Escape Hybrid

Hoosick Falls, NY

UnscoredInsufficient · 0
$7,995143,108 mi

Hoosick Falls, NY

2016 Dodge Grand Caravan SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Grand Caravan SE

Hoosick Falls, NY

Unscored
$8,495132,055 mi

Comparison: 22 similar vehicles

Hoosick Falls, NY

2014 Subaru XV Crosstrek Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Subaru XV Crosstrek Premium

Hoosick Falls, NY

Unscored
$8,495112,395 mi

Comparison: 6 similar vehicles

Hoosick Falls, NY

2013 Subaru Outback Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru Outback Limited

Hoosick Falls, NY

Fair PriceModerate · 47
$8,495116,918 mi

Market: $3,500 – $11,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Hoosick Falls, NY

2016 Buick Encore Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Buick Encore Base

Hoosick Falls, NY

Fair PriceModerate · 49
$8,900112,738 mi

Market: $2,400 – $12,495

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Hoosick Falls, NY

2016 Nissan Rogue S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan Rogue S

Hoosick Falls, NY

UnscoredInsufficient · 3
$8,900112,386 mi

Comparison: 3 similar vehicles

Hoosick Falls, NY

2015 Buick Encore Convenience

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Buick Encore Convenience

Hoosick Falls, NY

Fair PriceLimited · 18
$8,900113,235 mi

Market: $4,995 – $15,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Hoosick Falls, NY

2014 Subaru Forester i Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Subaru Forester i Premium

Hoosick Falls, NY

Unscored
$8,900116,391 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2013 Subaru XV Crosstrek Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru XV Crosstrek Premium

Hoosick Falls, NY

Unscored
$8,900125,891 mi

Comparison: 66 similar vehicles

Hoosick Falls, NY

2019 Jeep Compass Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Compass Sport

Hoosick Falls, NY

Unscored
$8,995122,314 mi

Comparison: 5 similar vehicles

Hoosick Falls, NY

2017 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Jeep Patriot Sport

Hoosick Falls, NY

UnscoredInsufficient · 0
$8,99549,961 mi

Hoosick Falls, NY

2017 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Equinox LS

Hoosick Falls, NY

Fair PriceModerate · 21
$8,995119,966 mi

Market: $2,995 – $16,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Hoosick Falls, NY

2017 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Trax LS

Hoosick Falls, NY

UnscoredInsufficient · 0
$8,99559,086 mi

Hoosick Falls, NY

2016 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Escape SE

Hoosick Falls, NY

UnscoredInsufficient · 4
$8,99585,773 mi

Comparison: 4 similar vehicles

Hoosick Falls, NY

2016 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Trax LS

Hoosick Falls, NY

UnscoredInsufficient · 0
$8,99554,718 mi

Hoosick Falls, NY

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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