Skip to main content
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

5,305 listings found

2004 Lexus ES 330

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

2004 Lexus ES 330

Westerville, OH

Unscored
$1,799202,907 mi

Comparison: 8 similar vehicles

Westerville, OH

2008 Kia Spectra SX

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

2008 Kia Spectra SX

Mansfield, OH

UnscoredInsufficient · 0
$1,995166,845 mi

Mansfield, OH

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Cambridge, OH

Unscored
$1,995213,604 mi

Comparison: 24 similar vehicles

Cambridge, OH

2006 Nissan Altima S

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

2006 Nissan Altima S

Columbus, OH

Unscored
$1,995196,788 mi

Comparison: 5 similar vehicles

Columbus, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Orrville, OH

Unscored
$2,098158,203 mi

Comparison: 10 similar vehicles

Orrville, OH

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Orrville, OH

Unscored
$2,148197,005 mi

Comparison: 29 similar vehicles

Orrville, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Canton, OH

Unscored
$2,219170,100 mi

Comparison: 12 similar vehicles

Canton, OH

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Columbus, OH

UnscoredInsufficient · 0
$2,393155,793 mi

Columbus, OH

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Columbus, OH

Unscored
$2,393213,477 mi

Comparison: 19 similar vehicles

Columbus, OH

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Columbus, OH

Unscored
$2,397200,548 mi

Comparison: 9 similar vehicles

Columbus, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Ontario, OH

Unscored
$2,500141,930 mi

Comparison: 7 similar vehicles

Ontario, OH

2011 Ford Focus SE

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

2011 Ford Focus SE

Columbus, OH

Unscored
$2,500191,121 mi

Comparison: 12 similar vehicles

Columbus, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Columbus, OH

Unscored
$2,500137,753 mi

Comparison: 20 similar vehicles

Columbus, OH

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Mount Vernon, OH

Unscored
$2,500251,235 mi

Comparison: 7 similar vehicles

Mount Vernon, OH

No Photo

2003 Acura TL Base

Columbus, OH

Salvage title
$2,500236,028 mi

Columbus, OH

No Photo

1998 Oldsmobile 88 LS

Marion, OH

UnscoredInsufficient · 0
$2,500Mileage not verified

Marion, OH

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Mansfield, OH

Unscored
$2,838147,575 mi

Comparison: 15 similar vehicles

Mansfield, OH

2013 Cadillac ATS Standard

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

2013 Cadillac ATS Standard

Columbus, OH

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Columbus, OH

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Columbus, OH

Unscored
$2,900208,613 mi

Comparison: 32 similar vehicles

Columbus, OH

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Massillon, OH

Unscored
$2,985174,610 mi

Comparison: 11 similar vehicles

Massillon, OH

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Mansfield, OH

Unscored
$2,995161,020 mi

Comparison: 31 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995130,736 mi

Comparison: 7 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995113,367 mi

Comparison: 7 similar vehicles

Mansfield, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Mansfield, OH

Unscored
$2,995140,670 mi

Comparison: 197 similar vehicles

Mansfield, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Somerset, OH

Unscored
$2,995289,531 mi

Comparison: 55 similar vehicles

Somerset, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Mansfield, OH

Fair PriceRobust · 62
$2,995Mileage not verified

Market: $2,995 – $9,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Mansfield, OH

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Mansfield, OH

Unscored
$2,995160,008 mi

Comparison: 15 similar vehicles

Mansfield, OH

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Mansfield, OH

Fair PriceModerate · 20
$2,995118,367 mi

Market: $2,509 – $7,495

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Mansfield, OH

2012 Kia Optima LX

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

2012 Kia Optima LX

Mansfield, OH

Unscored
$2,995Mileage not verified

Comparison: 11 similar vehicles

Mansfield, OH

2008 Honda Civic EX

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

2008 Honda Civic EX

Columbus, OH

Unscored
$2,995209,253 mi

Comparison: 14 similar vehicles

Columbus, OH

2006 Mercury Milan Base

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

2006 Mercury Milan Base

Mansfield, OH

UnscoredInsufficient · 0
$2,99578,426 mi

Mansfield, OH

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

Mansfield, OH

UnscoredInsufficient · 0
$2,995169,775 mi

Mansfield, OH

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Massillon, OH

UnscoredInsufficient · 0
$2,999135,394 mi

Massillon, OH

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

East Fultonham, OH

Unscored
$3,000184,974 mi

Comparison: 18 similar vehicles

East Fultonham, OH

2005 Subaru Legacy GT

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

2005 Subaru Legacy GT

Bucyrus, OH

UnscoredInsufficient · 0
$3,095225,382 mi

Bucyrus, OH

2005 Mazda MAZDA3 I

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

2005 Mazda MAZDA3 I

Columbus, OH

Salvage title
$3,240127,655 mi

Columbus, OH

2010 Kia Forte EX

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

2010 Kia Forte EX

Orrville, OH

Unscored
$3,248124,305 mi

Comparison: 13 similar vehicles

Orrville, OH

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Dover, OH

Unscored
$3,348180,803 mi

Comparison: 48 similar vehicles

Dover, OH

2013 Honda Accord LX

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

2013 Honda Accord LX

Columbus, OH

Unscored
$3,364303,467 mi

Comparison: 20 similar vehicles

Columbus, OH

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Columbus, OH

Unscored
$3,393184,183 mi

Comparison: 6 similar vehicles

Columbus, OH

2005 Nissan Maxima SL

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

2005 Nissan Maxima SL

Columbus, OH

UnscoredInsufficient · 0
$3,393256,197 mi

Columbus, OH

2008 Nissan Altima S

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

2008 Nissan Altima S

Columbus, OH

Unscored
$3,395188,980 mi

Comparison: 20 similar vehicles

Columbus, OH

2007 Audi A4 Base

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

2007 Audi A4 Base

Columbus, OH

Unscored
$3,400191,254 mi

Comparison: 7 similar vehicles

Columbus, OH

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Massillon, OH

Unscored
$3,443196,528 mi

Comparison: 7 similar vehicles

Massillon, OH

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Bucyrus, OH

UnscoredInsufficient · 3
$3,45099,615 mi

Comparison: 3 similar vehicles

Bucyrus, OH

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Bucyrus, OH

Unscored
$3,450110,759 mi

Comparison: 9 similar vehicles

Bucyrus, OH

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Hebron, OH

Unscored
$3,495178,000 mi

Comparison: 14 similar vehicles

Hebron, OH

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Hebron, OH

Unscored
$3,495178,210 mi

Comparison: 38 similar vehicles

Hebron, OH

2010 Nissan Altima S

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

2010 Nissan Altima S

Hebron, OH

Unscored
$3,495198,938 mi

Comparison: 5 similar vehicles

Hebron, OH

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Hebron, OH

Unscored
$3,495149,354 mi

Comparison: 5 similar vehicles

Hebron, OH

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 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.