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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

1,364 listings found

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Douglasville, GA

UnscoredInsufficient · 0
$2,000183,477 mi

Douglasville, GA

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Pell City, AL

UnscoredInsufficient · 0
$2,500Mileage not verified

Pell City, AL

2013 Volkswagen Passat S

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

2013 Volkswagen Passat S

LaGrange, GA

UnscoredLimited · 7
$2,694271,992 mi

Comparison: 7 similar vehicles

LaGrange, GA

2004 Honda Accord EX

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

2004 Honda Accord EX

Douglasville, GA

UnscoredModerate · 25
$2,800211,994 mi

Comparison: 25 similar vehicles

Douglasville, GA

2003 Buick Century Custom

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

2003 Buick Century Custom

Cedartown, GA

UnscoredInsufficient · 0
$2,800Mileage not verified

Cedartown, GA

2012 Ford Fusion S

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

2012 Ford Fusion S

Oxford, AL

UnscoredInsufficient · 0
$2,950231,471 mi

Oxford, AL

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Oxford, AL

UnscoredLimited · 13
$2,950226,624 mi

Comparison: 13 similar vehicles

Oxford, AL

2006 Mercedes-Benz C-Class C280 Luxury

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

2006 Mercedes-Benz C-Class C280 Luxury

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2013 Hyundai Genesis 3.8

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

2013 Hyundai Genesis 3.8

Bremen, GA

UnscoredLimited · 13
$3,000187,287 mi

Comparison: 13 similar vehicles

Bremen, GA

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Cedartown, GA

UnscoredInsufficient · 0
$3,000214,200 mi

Cedartown, GA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Anniston, AL

UnscoredModerate · 33
$3,250219,051 mi

Comparison: 33 similar vehicles

Anniston, AL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Villa Rica, GA

UnscoredInsufficient · 3
$3,399187,554 mi

Comparison: 3 similar vehicles

Villa Rica, GA

2009 Nissan Altima S

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

2009 Nissan Altima S

Bremen, GA

UnscoredInsufficient · 4
$3,500106,101 mi

Comparison: 4 similar vehicles

Bremen, GA

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Newnan, GA

UnscoredInsufficient · 0
$3,500187,752 mi

Newnan, GA

2008 Nissan Altima SL

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

2008 Nissan Altima SL

LaGrange, GA

UnscoredInsufficient · 0
$3,689229,028 mi

LaGrange, GA

2008 Honda Accord EX

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

2008 Honda Accord EX

LaGrange, GA

UnscoredLimited · 6
$3,694247,436 mi

Comparison: 6 similar vehicles

LaGrange, GA

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Newnan, GA

UnscoredLimited · 8
$3,700197,925 mi

Comparison: 8 similar vehicles

Newnan, GA

2008 Honda Civic LX

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

2008 Honda Civic LX

Douglasville, GA

UnscoredInsufficient · 3
$3,800126,351 mi

Comparison: 3 similar vehicles

Douglasville, GA

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Carrollton, GA

UnscoredInsufficient · 4
$3,895211,777 mi

Comparison: 4 similar vehicles

Carrollton, GA

1999 Honda Accord EX

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

1999 Honda Accord EX

Gadsden, AL

UnscoredInsufficient · 0
$3,995204,000 mi

Gadsden, AL

2010 Mitsubishi Lancer ES

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

2010 Mitsubishi Lancer ES

Bremen, GA

UnscoredInsufficient · 3
$3,999160,016 mi

Comparison: 3 similar vehicles

Bremen, GA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Bremen, GA

UnscoredModerate · 20
$4,000181,130 mi

Comparison: 20 similar vehicles

Bremen, GA

2007 Lexus ES 350

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

2007 Lexus ES 350

Attalla, AL

UnscoredModerate · 49
$4,000233,447 mi

Comparison: 49 similar vehicles

Attalla, AL

2004 Lexus ES 330

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

2004 Lexus ES 330

Attalla, AL

UnscoredLimited · 7
$4,000245,634 mi

Comparison: 7 similar vehicles

Attalla, AL

2009 Ford Focus SE

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

2009 Ford Focus SE

Heflin, AL

UnscoredLimited · 13
$4,092205,525 mi

Comparison: 13 similar vehicles

Heflin, AL

2006 Acura TL Base

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

2006 Acura TL Base

Carrollton, GA

UnscoredInsufficient · 0
$4,395210,842 mi

Carrollton, GA

2013 Kia Optima EX

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

2013 Kia Optima EX

Newnan, GA

UnscoredModerate · 21
$4,478194,749 mi

Comparison: 21 similar vehicles

Newnan, GA

No Photo

2017 Hyundai Accent SE

Carrollton, GA

UnscoredLimited · 5
$4,500132,932 mi

Comparison: 5 similar vehicles

Carrollton, GA

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Newnan, GA

UnscoredModerate · 24
$4,500132,551 mi

Comparison: 24 similar vehicles

Newnan, GA

2010 Mitsubishi Lancer ES

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

2010 Mitsubishi Lancer ES

Bremen, GA

UnscoredInsufficient · 3
$4,500116,686 mi

Comparison: 3 similar vehicles

Bremen, GA

2007 Honda Accord SE

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

2007 Honda Accord SE

Anniston, AL

OverpricedLimited · 10
$4,545256,425 mi

Market: $3,257 – $4,500

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Anniston, AL

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Newnan, GA

UnscoredInsufficient · 0
$4,600170,000 mi

Newnan, GA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Pell City, AL

UnscoredInsufficient · 3
$4,725123,992 mi

Comparison: 3 similar vehicles

Pell City, AL

2013 Hyundai Azera Base

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

2013 Hyundai Azera Base

Bremen, GA

UnscoredModerate · 23
$4,750128,783 mi

Comparison: 23 similar vehicles

Bremen, GA

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Anniston, AL

Salvage title
$4,779223,315 mi

Anniston, AL

1999 Acura TL Base

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

1999 Acura TL Base

Carrollton, GA

UnscoredInsufficient · 0
$4,795115,860 mi

Carrollton, GA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Munford, AL

UnscoredModerate · 31
$4,800138,650 mi

Comparison: 31 similar vehicles

Munford, AL

2015 Mazda MAZDA6 i Sport

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

2015 Mazda MAZDA6 i Sport

Dallas, GA

UnscoredLimited · 9
$4,900200,000 mi

Comparison: 9 similar vehicles

Dallas, GA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Dallas, GA

UnscoredLimited · 7
$4,900155,000 mi

Comparison: 7 similar vehicles

Dallas, GA

2013 Volkswagen Passat S

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

2013 Volkswagen Passat S

Dallas, GA

UnscoredLimited · 7
$4,900164,000 mi

Comparison: 7 similar vehicles

Dallas, GA

2013 Volvo S60 T5

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

2013 Volvo S60 T5

Dallas, GA

UnscoredLimited · 6
$4,900113,001 mi

Comparison: 6 similar vehicles

Dallas, GA

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Dallas, GA

UnscoredInsufficient · 3
$4,900157,000 mi

Comparison: 3 similar vehicles

Dallas, GA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Dallas, GA

UnscoredLimited · 6
$4,900136,293 mi

Comparison: 6 similar vehicles

Dallas, GA

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Odenville, AL

UnscoredLimited · 5
$4,912125,736 mi

Comparison: 5 similar vehicles

Odenville, AL

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Carrollton, GA

UnscoredModerate · 21
$4,995127,874 mi

Comparison: 21 similar vehicles

Carrollton, GA

2002 Honda Civic LX

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

2002 Honda Civic LX

Anniston, AL

UnscoredLimited · 8
$4,995342,065 mi

Comparison: 8 similar vehicles

Anniston, AL

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Bremen, GA

UnscoredLimited · 7
$4,999135,042 mi

Comparison: 7 similar vehicles

Bremen, GA

2011 Nissan Altima S

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

2011 Nissan Altima S

Bremen, GA

UnscoredLimited · 5
$4,999122,277 mi

Comparison: 5 similar vehicles

Bremen, GA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Rockmart, GA

Fair PriceLimited · 16
$4,999112,485 mi

Market: $2,850 – $11,166

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Rockmart, GA

2007 Lexus IS 250

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

2007 Lexus IS 250

Carrollton, GA

UnscoredLimited · 9
$4,999Mileage not verified

Comparison: 9 similar vehicles

Carrollton, GA

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

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.