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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 · October 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,601 listings found

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Manchester, CT

Unscored
$2,000198,902 mi

Comparison: 10 similar vehicles

Manchester, CT

2017 Kia Rio LX

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

2017 Kia Rio LX

Manchester, CT

UnscoredInsufficient · 4
$3,250159,161 mi

Comparison: 4 similar vehicles

Manchester, CT

2013 Hyundai Accent GS

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

2013 Hyundai Accent GS

Manchester, CT

Unscored
$3,795139,350 mi

Comparison: 10 similar vehicles

Manchester, CT

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Manchester, CT

Unscored
$4,450127,361 mi

Comparison: 9 similar vehicles

Manchester, CT

2004 Nissan Sentra 1.8 S

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

2004 Nissan Sentra 1.8 S

Manchester, CT

UnscoredInsufficient · 4
$4,500119,877 mi

Comparison: 4 similar vehicles

Manchester, CT

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Manchester, CT

Unscored
$4,995163,252 mi

Comparison: 9 similar vehicles

Manchester, CT

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

Manchester, CT

Unscored
$4,995204,255 mi

Comparison: 27 similar vehicles

Manchester, CT

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Manchester, CT

Unscored
$4,995161,451 mi

Comparison: 7 similar vehicles

Manchester, CT

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Manchester, CT

Unscored
$4,995137,062 mi

Comparison: 14 similar vehicles

Manchester, 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

Manchester, CT

UnscoredInsufficient · 3
$4,995120,500 mi

Comparison: 3 similar vehicles

Manchester, CT

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Manchester, CT

UnscoredInsufficient · 4
$4,999160,348 mi

Comparison: 4 similar vehicles

Manchester, CT

2013 Volvo XC60 3.2

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

2013 Volvo XC60 3.2

Manchester, CT

Unscored
$5,395143,877 mi

Comparison: 7 similar vehicles

Manchester, CT

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Manchester, CT

Unscored
$5,495125,784 mi

Comparison: 6 similar vehicles

Manchester, CT

2016 Hyundai Elantra GT Base

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

2016 Hyundai Elantra GT Base

Manchester, CT

Unscored
$5,495152,649 mi

Comparison: 32 similar vehicles

Manchester, CT

2012 Honda Civic LX

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

2012 Honda Civic LX

Manchester, CT

Unscored
$5,495183,420 mi

Comparison: 13 similar vehicles

Manchester, CT

2015 Nissan Versa Note SL

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

2015 Nissan Versa Note SL

Manchester, CT

UnscoredInsufficient · 3
$5,77577,294 mi

Comparison: 3 similar vehicles

Manchester, CT

2010 Nissan cube SL

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

2010 Nissan cube SL

Manchester, CT

UnscoredInsufficient · 0
$5,881111,723 mi

Manchester, CT

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Manchester, CT

UnscoredInsufficient · 0
$5,981241,534 mi

Manchester, CT

2016 Volvo S60 T5 Premier

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

2016 Volvo S60 T5 Premier

Manchester, CT

UnscoredInsufficient · 4
$5,995144,636 mi

Comparison: 4 similar vehicles

Manchester, CT

2015 Kia Optima EX

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

2015 Kia Optima EX

Manchester, CT

Unscored
$5,995105,522 mi

Comparison: 6 similar vehicles

Manchester, CT

2015 Mazda MAZDA3 i SV

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

2015 Mazda MAZDA3 i SV

Manchester, CT

UnscoredInsufficient · 4
$5,995149,450 mi

Comparison: 4 similar vehicles

Manchester, CT

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Manchester, CT

Unscored
$5,995145,484 mi

Comparison: 5 similar vehicles

Manchester, CT

2014 Toyota Prius c Two

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

2014 Toyota Prius c Two

Manchester, CT

Unscored
$5,995182,791 mi

Comparison: 18 similar vehicles

Manchester, CT

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Manchester, CT

Unscored
$5,995148,640 mi

Comparison: 44 similar vehicles

Manchester, CT

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Manchester, CT

Unscored
$5,995172,034 mi

Comparison: 58 similar vehicles

Manchester, CT

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Manchester, CT

Unscored
$5,995120,758 mi

Comparison: 8 similar vehicles

Manchester, CT

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Manchester, CT

UnscoredInsufficient · 3
$5,995115,971 mi

Comparison: 3 similar vehicles

Manchester, CT

2009 Mazda MAZDA6 i Grand Touring

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

2009 Mazda MAZDA6 i Grand Touring

Manchester, CT

UnscoredInsufficient · 4
$5,995115,597 mi

Comparison: 4 similar vehicles

Manchester, CT

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Manchester, CT

Unscored
$5,995112,667 mi

Comparison: 9 similar vehicles

Manchester, CT

2004 Nissan Sentra 1.8 S

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

2004 Nissan Sentra 1.8 S

Manchester, CT

UnscoredInsufficient · 4
$5,99580,230 mi

Comparison: 4 similar vehicles

Manchester, CT

2000 Nissan Maxima SE

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

2000 Nissan Maxima SE

Manchester, CT

UnscoredInsufficient · 0
$6,250132,804 mi

Manchester, CT

2016 Ford Escape SE

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

2016 Ford Escape SE

Manchester, CT

Unscored
$6,49594,561 mi

Comparison: 9 similar vehicles

Manchester, CT

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Manchester, CT

Unscored
$6,495128,837 mi

Comparison: 7 similar vehicles

Manchester, CT

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Manchester, CT

UnscoredInsufficient · 3
$6,495112,540 mi

Comparison: 3 similar vehicles

Manchester, CT

1985 Mercedes-Benz 300

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

1985 Mercedes-Benz 300

Manchester, CT

UnscoredInsufficient · 0
$6,500265,649 mi

Manchester, CT

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

Manchester, CT

Unscored
$6,694140,200 mi

Comparison: 7 similar vehicles

Manchester, CT

2014 Mazda CX-9 Grand Touring

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

2014 Mazda CX-9 Grand Touring

Manchester, CT

UnscoredInsufficient · 3
$6,895138,926 mi

Comparison: 3 similar vehicles

Manchester, CT

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Manchester, CT

Unscored
$6,951140,264 mi

Comparison: 26 similar vehicles

Manchester, CT

2011 Mercedes-Benz E-Class E350 Luxury

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

2011 Mercedes-Benz E-Class E350 Luxury

Manchester, CT

Unscored
$6,990155,877 mi

Comparison: 13 similar vehicles

Manchester, CT

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Manchester, CT

Unscored
$6,995178,985 mi

Comparison: 14 similar vehicles

Manchester, CT

2016 Nissan Murano S

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

2016 Nissan Murano S

Manchester, CT

Unscored
$6,995150,093 mi

Comparison: 41 similar vehicles

Manchester, CT

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Manchester, CT

UnscoredInsufficient · 4
$6,995140,202 mi

Comparison: 4 similar vehicles

Manchester, CT

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Manchester, CT

Unscored
$6,995107,352 mi

Comparison: 5 similar vehicles

Manchester, CT

2010 INFINITI EX 35 Journey

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

2010 INFINITI EX 35 Journey

Manchester, CT

Unscored
$6,995101,634 mi

Comparison: 9 similar vehicles

Manchester, CT

2008 INFINITI G 35

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

2008 INFINITI G 35

Manchester, CT

Fair PriceModerate · 38
$6,995107,470 mi

Market: $3,999 – $10,790

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Manchester, CT

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Manchester, CT

Unscored
$6,995118,706 mi

Comparison: 5 similar vehicles

Manchester, CT

2009 Cadillac DTS 1SC

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

2009 Cadillac DTS 1SC

Manchester, CT

UnscoredInsufficient · 3
$7,000117,687 mi

Comparison: 3 similar vehicles

Manchester, CT

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Manchester, CT

UnscoredInsufficient · 0
$7,250188,786 mi

Manchester, CT

2011 Dodge Charger SE

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

2011 Dodge Charger SE

Manchester, CT

UnscoredInsufficient · 0
$7,39592,711 mi

Manchester, CT

2014 Subaru Legacy 2.5i Limited

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

2014 Subaru Legacy 2.5i Limited

Manchester, CT

Unscored
$7,494140,306 mi

Comparison: 12 similar vehicles

Manchester, CT

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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