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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

64 listings found

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Maineville, OH

Unscored
$2,999208,706 mi

Comparison: 8 similar vehicles

Maineville, OH

2008 Mazda MAZDA3 i Sport

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

2008 Mazda MAZDA3 i Sport

Maineville, OH

UnscoredInsufficient · 3
$2,999211,250 mi

Comparison: 3 similar vehicles

Maineville, OH

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Maineville, OH

UnscoredInsufficient · 4
$3,500144,948 mi

Comparison: 4 similar vehicles

Maineville, OH

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Maineville, OH

Unscored
$3,999150,595 mi

Comparison: 9 similar vehicles

Maineville, OH

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Maineville, OH

UnscoredInsufficient · 4
$3,999146,317 mi

Comparison: 4 similar vehicles

Maineville, OH

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Maineville, OH

UnscoredInsufficient · 0
$3,999168,764 mi

Maineville, OH

2014 FIAT 500L Trekking

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

2014 FIAT 500L Trekking

Maineville, OH

Unscored
$4,50082,025 mi

Comparison: 7 similar vehicles

Maineville, OH

2013 Ford Focus SE

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

2013 Ford Focus SE

Maineville, OH

Unscored
$4,500128,394 mi

Comparison: 11 similar vehicles

Maineville, OH

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Maineville, OH

Unscored
$4,500154,357 mi

Comparison: 57 similar vehicles

Maineville, OH

2012 Kia Rio EX

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

2012 Kia Rio EX

Maineville, OH

UnscoredInsufficient · 0
$4,500132,066 mi

Maineville, OH

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Maineville, OH

Unscored
$4,999154,276 mi

Comparison: 8 similar vehicles

Maineville, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Maineville, OH

Unscored
$4,999125,053 mi

Comparison: 23 similar vehicles

Maineville, OH

2010 Mercedes-Benz GL-Class GL450

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

2010 Mercedes-Benz GL-Class GL450

Maineville, OH

UnscoredInsufficient · 0
$4,999194,686 mi

Maineville, OH

2008 Buick LaCrosse CX

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

2008 Buick LaCrosse CX

Maineville, OH

UnscoredInsufficient · 3
$4,999138,961 mi

Comparison: 3 similar vehicles

Maineville, OH

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Maineville, OH

Salvage title
$5,500138,337 mi

Maineville, OH

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Maineville, OH

Unscored
$5,50074,585 mi

Comparison: 6 similar vehicles

Maineville, OH

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Maineville, OH

Unscored
$5,500152,112 mi

Comparison: 17 similar vehicles

Maineville, OH

2018 Ford Focus SE

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

2018 Ford Focus SE

Maineville, OH

Fair PriceModerate · 46
$5,999104,478 mi

Market: $5,988 – $16,999

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Maineville, OH

2016 Jeep Compass Sport SE

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

2016 Jeep Compass Sport SE

Maineville, OH

UnscoredInsufficient · 0
$5,999131,523 mi

Maineville, OH

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Maineville, OH

Unscored
$5,999105,450 mi

Comparison: 6 similar vehicles

Maineville, OH

2015 Ford Focus SE

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

2015 Ford Focus SE

Maineville, OH

Unscored
$5,999133,432 mi

Comparison: 20 similar vehicles

Maineville, OH

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Maineville, OH

Fair PriceLimited · 19
$5,999105,922 mi

Market: $2,915 – $7,235

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Maineville, OH

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Maineville, OH

Unscored
$5,999113,881 mi

Comparison: 8 similar vehicles

Maineville, OH

2014 Kia Forte EX

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

2014 Kia Forte EX

Maineville, OH

Unscored
$5,999163,658 mi

Comparison: 5 similar vehicles

Maineville, OH

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Maineville, OH

Unscored
$5,999121,386 mi

Comparison: 7 similar vehicles

Maineville, OH

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Maineville, OH

Unscored
$5,999186,921 mi

Comparison: 18 similar vehicles

Maineville, OH

2014 BMW X1 28i

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

2014 BMW X1 28i

Maineville, OH

Unscored
$6,300100,643 mi

Comparison: 9 similar vehicles

Maineville, OH

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Maineville, OH

Unscored
$6,500125,211 mi

Comparison: 11 similar vehicles

Maineville, OH

2016 Ford Focus SE

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

2016 Ford Focus SE

Maineville, OH

Fair PriceLimited · 15
$6,50099,248 mi

Market: $3,900 – $10,999

Comparison: 15 similar vehicles

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

Maineville, OH

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Maineville, OH

Great DealModerate · 42
$6,500101,803 mi

Market: $7,995 – $13,990

Comparison: 42 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 123 days listed (based on current market benchmarks)

Maineville, OH

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Maineville, OH

Fair PriceModerate · 22
$6,500108,180 mi

Market: $3,995 – $10,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Maineville, OH

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

Maineville, OH

Unscored
$6,500147,552 mi

Comparison: 13 similar vehicles

Maineville, OH

2009 BMW 1 Series 128i

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

2009 BMW 1 Series 128i

Maineville, OH

UnscoredInsufficient · 3
$6,50083,459 mi

Comparison: 3 similar vehicles

Maineville, OH

2007 Honda Odyssey Touring

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

2007 Honda Odyssey Touring

Maineville, OH

UnscoredInsufficient · 0
$6,500124,081 mi

Maineville, OH

2019 Ford Escape SE

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

2019 Ford Escape SE

Maineville, OH

Unscored
$6,999146,242 mi

Comparison: 69 similar vehicles

Maineville, OH

2017 Jeep Cherokee Sport Altitude

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

2017 Jeep Cherokee Sport Altitude

Maineville, OH

Unscored
$6,999155,923 mi

Comparison: 13 similar vehicles

Maineville, OH

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Maineville, OH

UnscoredInsufficient · 3
$6,999161,239 mi

Comparison: 3 similar vehicles

Maineville, OH

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Maineville, OH

Unscored
$6,999129,336 mi

Comparison: 32 similar vehicles

Maineville, OH

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Maineville, OH

Unscored
$7,500129,569 mi

Comparison: 38 similar vehicles

Maineville, OH

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Maineville, OH

UnscoredInsufficient · 4
$7,500130,093 mi

Comparison: 4 similar vehicles

Maineville, OH

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Maineville, OH

Fair PriceModerate · 42
$7,500115,146 mi

Market: $5,495 – $15,590

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Maineville, OH

2011 Honda Civic EX-L

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

2011 Honda Civic EX-L

Maineville, OH

UnscoredInsufficient · 0
$7,500130,639 mi

Maineville, OH

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Maineville, OH

Fair PriceModerate · 35
$7,99999,957 mi

Market: $4,900 – $12,206

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Maineville, OH

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Maineville, OH

UnscoredInsufficient · 3
$7,999162,514 mi

Comparison: 3 similar vehicles

Maineville, OH

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Maineville, OH

Unscored
$7,999135,719 mi

Comparison: 15 similar vehicles

Maineville, OH

2015 Volkswagen Golf GTI S

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

2015 Volkswagen Golf GTI S

Maineville, OH

UnscoredInsufficient · 0
$7,999152,722 mi

Maineville, OH

2012 BMW X3 xDrive35i

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

2012 BMW X3 xDrive35i

Maineville, OH

UnscoredInsufficient · 0
$7,999140,738 mi

Maineville, OH

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Maineville, OH

Unscored
$8,500124,120 mi

Comparison: 16 similar vehicles

Maineville, OH

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Maineville, OH

Unscored
$8,500134,845 mi

Comparison: 13 similar vehicles

Maineville, OH

2015 Chrysler 300 Limited

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

2015 Chrysler 300 Limited

Maineville, OH

UnscoredInsufficient · 3
$8,500123,037 mi

Comparison: 3 similar vehicles

Maineville, OH

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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