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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 11, 2026

7.3M+

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

60 listings found

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Somers, CT

Unscored
$2,950194,000 mi

Comparison: 41 similar vehicles

Somers, CT

1999 Ford Explorer LIMITED

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

1999 Ford Explorer LIMITED

Somers, CT

UnscoredInsufficient · 0
$2,995156,348 mi

Somers, CT

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Somers, CT

Unscored
$3,795172,955 mi

Comparison: 13 similar vehicles

Somers, CT

2011 Chevrolet Aveo5 2LT

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

2011 Chevrolet Aveo5 2LT

Somers, CT

UnscoredInsufficient · 0
$3,950109,000 mi

Somers, CT

2012 Nissan Pathfinder Silver Edition

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

2012 Nissan Pathfinder Silver Edition

Somers, CT

UnscoredInsufficient · 3
$4,870173,713 mi

Comparison: 3 similar vehicles

Somers, CT

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Somers, CT

Unscored
$4,950174,000 mi

Comparison: 10 similar vehicles

Somers, CT

2011 Subaru Impreza 2.5i

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

2011 Subaru Impreza 2.5i

Somers, CT

Unscored
$4,950168,000 mi

Comparison: 5 similar vehicles

Somers, CT

2010 Nissan Versa S

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

2010 Nissan Versa S

Somers, CT

Unscored
$4,950136,000 mi

Comparison: 7 similar vehicles

Somers, CT

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Somers, CT

UnscoredInsufficient · 3
$4,950197,000 mi

Comparison: 3 similar vehicles

Somers, CT

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Somers, CT

Unscored
$4,995138,500 mi

Comparison: 6 similar vehicles

Somers, CT

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Somers, CT

UnscoredInsufficient · 3
$4,995110,992 mi

Comparison: 3 similar vehicles

Somers, CT

2007 Chrysler PT Cruiser Touring Edition

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

2007 Chrysler PT Cruiser Touring Edition

Somers, CT

UnscoredInsufficient · 4
$4,99598,674 mi

Comparison: 4 similar vehicles

Somers, CT

2000 Subaru Outback LIMITED

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

2000 Subaru Outback LIMITED

Somers, CT

UnscoredInsufficient · 0
$4,995107,437 mi

Somers, CT

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

Somers, CT

Unscored
$5,450199,000 mi

Comparison: 18 similar vehicles

Somers, CT

2005 Subaru Legacy I

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

2005 Subaru Legacy I

Somers, CT

UnscoredInsufficient · 0
$5,495157,637 mi

Somers, CT

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Somers, CT

UnscoredInsufficient · 0
$5,495132,876 mi

Somers, CT

2003 Subaru Legacy L Special Edition

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

2003 Subaru Legacy L Special Edition

Somers, CT

UnscoredInsufficient · 0
$5,495117,780 mi

Somers, CT

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Somers, CT

UnscoredInsufficient · 3
$5,950149,000 mi

Comparison: 3 similar vehicles

Somers, CT

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Somers, CT

UnscoredInsufficient · 3
$5,950134,000 mi

Comparison: 3 similar vehicles

Somers, CT

2015 Kia Soul Base

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

2015 Kia Soul Base

Somers, CT

Unscored
$5,950137,000 mi

Comparison: 5 similar vehicles

Somers, CT

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

Somers, CT

Unscored
$5,950174,000 mi

Comparison: 18 similar vehicles

Somers, CT

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Somers, CT

Unscored
$5,950185,000 mi

Comparison: 6 similar vehicles

Somers, CT

2010 Honda Civic EX

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

2010 Honda Civic EX

Somers, CT

Unscored
$5,950191,000 mi

Comparison: 13 similar vehicles

Somers, CT

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Somers, CT

Unscored
$5,950143,000 mi

Comparison: 13 similar vehicles

Somers, CT

2005 Subaru Impreza WRX

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

2005 Subaru Impreza WRX

Somers, CT

UnscoredInsufficient · 0
$6,295184,878 mi

Somers, CT

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Somers, CT

Unscored
$6,450191,000 mi

Comparison: 19 similar vehicles

Somers, CT

2011 Ford Fiesta SES

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

2011 Ford Fiesta SES

Somers, CT

UnscoredInsufficient · 3
$6,495131,693 mi

Comparison: 3 similar vehicles

Somers, CT

2005 Subaru Impreza TS

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

2005 Subaru Impreza TS

Somers, CT

UnscoredInsufficient · 0
$6,495104,639 mi

Somers, CT

2004 Subaru Legacy L Special Edition

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

2004 Subaru Legacy L Special Edition

Somers, CT

UnscoredInsufficient · 0
$6,49569,988 mi

Somers, CT

2016 Subaru Impreza Sport Premium

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

2016 Subaru Impreza Sport Premium

Somers, CT

UnscoredInsufficient · 3
$6,950161,000 mi

Comparison: 3 similar vehicles

Somers, CT

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Somers, CT

Unscored
$6,950183,000 mi

Comparison: 21 similar vehicles

Somers, CT

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Somers, CT

Unscored
$6,950175,000 mi

Comparison: 5 similar vehicles

Somers, CT

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Somers, CT

Unscored
$6,950151,000 mi

Comparison: 44 similar vehicles

Somers, CT

2007 Subaru Forester 2.5 X Premium Package

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

2007 Subaru Forester 2.5 X Premium Package

Somers, CT

UnscoredInsufficient · 3
$7,295136,982 mi

Comparison: 3 similar vehicles

Somers, CT

2011 Chevrolet Malibu Fleet

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

2011 Chevrolet Malibu Fleet

Somers, CT

UnscoredInsufficient · 0
$7,495112,589 mi

Somers, CT

2006 Subaru Outback

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

2006 Subaru Outback

Somers, CT

UnscoredInsufficient · 0
$7,495111,299 mi

Somers, CT

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Somers, CT

UnscoredInsufficient · 3
$7,495116,937 mi

Comparison: 3 similar vehicles

Somers, CT

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Somers, CT

Unscored
$7,950158,000 mi

Comparison: 5 similar vehicles

Somers, CT

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Somers, CT

UnscoredInsufficient · 4
$7,950157,000 mi

Comparison: 4 similar vehicles

Somers, CT

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Somers, CT

UnscoredInsufficient · 4
$7,95096,000 mi

Comparison: 4 similar vehicles

Somers, CT

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Somers, CT

Unscored
$7,960135,763 mi

Comparison: 27 similar vehicles

Somers, CT

2007 Subaru Forester 2.5 X L.L. Bean Edition

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

2007 Subaru Forester 2.5 X L.L. Bean Edition

Somers, CT

UnscoredInsufficient · 0
$7,995117,446 mi

Somers, CT

2009 Subaru Impreza Outback Sport

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

2009 Subaru Impreza Outback Sport

Somers, CT

Unscored
$8,495105,373 mi

Comparison: 8 similar vehicles

Somers, CT

2007 Subaru Legacy I Special Edition

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

2007 Subaru Legacy I Special Edition

Somers, CT

UnscoredInsufficient · 0
$8,49591,320 mi

Somers, CT

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Somers, CT

Unscored
$8,97094,837 mi

Comparison: 6 similar vehicles

Somers, CT

2008 Subaru Outback XT Limited

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

2008 Subaru Outback XT Limited

Somers, CT

UnscoredInsufficient · 0
$9,495132,370 mi

Somers, CT

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Somers, CT

Unscored
$9,870113,857 mi

Comparison: 5 similar vehicles

Somers, CT

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Somers, CT

Unscored
$10,440127,927 mi

Comparison: 8 similar vehicles

Somers, CT

2016 Mercedes-Benz C-Class C300

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

2016 Mercedes-Benz C-Class C300

Somers, CT

Unscored
$11,495106,389 mi

Comparison: 7 similar vehicles

Somers, CT

2018 Hyundai Santa Fe Sport 2.0T Ultimate

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

2018 Hyundai Santa Fe Sport 2.0T Ultimate

Somers, CT

Fair PriceRobust · 59
$11,68099,104 mi

Market: $11,998 – $17,977

Comparison: 59 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 69 days listed (based on current market benchmarks)

Somers, CT

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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