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 4, 2026

6.8M+

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

1,955 listings found

2016 Nissan Altima S

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

2016 Nissan Altima S

Lilburn, GA

Unscored
$2,500168,805 mi

Comparison: 27 similar vehicles

Lilburn, GA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Lilburn, GA

Unscored
$2,500199,409 mi

Comparison: 34 similar vehicles

Lilburn, GA

2016 Kia Optima LX

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

2016 Kia Optima LX

Lilburn, GA

Unscored
$2,750139,008 mi

Comparison: 27 similar vehicles

Lilburn, GA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Lilburn, GA

Unscored
$3,250149,258 mi

Comparison: 7 similar vehicles

Lilburn, GA

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Lilburn, GA

Unscored
$3,299157,537 mi

Comparison: 5 similar vehicles

Lilburn, GA

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Lilburn, GA

Unscored
$3,500157,405 mi

Comparison: 25 similar vehicles

Lilburn, GA

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Lilburn, GA

Unscored
$3,500128,970 mi

Comparison: 17 similar vehicles

Lilburn, GA

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Lilburn, GA

Unscored
$3,500174,002 mi

Comparison: 12 similar vehicles

Lilburn, GA

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Lilburn, GA

UnscoredInsufficient · 0
$3,500160,122 mi

Lilburn, GA

2003 Honda Accord EX

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

2003 Honda Accord EX

Lilburn, GA

Unscored
$3,743211,742 mi

Comparison: 7 similar vehicles

Lilburn, GA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Lilburn, GA

Unscored
$3,923302,336 mi

Comparison: 5 similar vehicles

Lilburn, GA

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Lilburn, GA

Unscored
$3,995160,805 mi

Comparison: 7 similar vehicles

Lilburn, GA

2016 Kia Soul Base

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

2016 Kia Soul Base

Lilburn, GA

Unscored
$4,398245,679 mi

Comparison: 22 similar vehicles

Lilburn, GA

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Lilburn, GA

UnscoredInsufficient · 0
$4,49999,194 mi

Lilburn, GA

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Lilburn, GA

Unscored
$4,900193,680 mi

Comparison: 5 similar vehicles

Lilburn, GA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Lilburn, GA

Unscored
$4,995240,773 mi

Comparison: 5 similar vehicles

Lilburn, GA

2016 Kia Rio EX

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

2016 Kia Rio EX

Lilburn, GA

UnscoredInsufficient · 0
$4,999107,571 mi

Lilburn, GA

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Lilburn, GA

UnscoredInsufficient · 3
$5,499153,941 mi

Comparison: 3 similar vehicles

Lilburn, GA

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Lilburn, GA

UnscoredInsufficient · 3
$5,570169,529 mi

Comparison: 3 similar vehicles

Lilburn, GA

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Lilburn, GA

Unscored
$5,775203,410 mi

Comparison: 8 similar vehicles

Lilburn, GA

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Lilburn, GA

UnscoredInsufficient · 0
$5,79588,687 mi

Lilburn, GA

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Lilburn, GA

Unscored
$5,799136,912 mi

Comparison: 13 similar vehicles

Lilburn, GA

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Lilburn, GA

UnscoredInsufficient · 4
$5,899114,765 mi

Comparison: 4 similar vehicles

Lilburn, GA

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Lilburn, GA

Unscored
$5,999152,738 mi

Comparison: 27 similar vehicles

Lilburn, GA

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Lilburn, GA

Unscored
$5,999130,971 mi

Comparison: 6 similar vehicles

Lilburn, GA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Lilburn, GA

Unscored
$5,99979,094 mi

Comparison: 8 similar vehicles

Lilburn, GA

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Lilburn, GA

UnscoredInsufficient · 4
$6,200124,242 mi

Comparison: 4 similar vehicles

Lilburn, GA

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Lilburn, GA

Unscored
$6,24593,923 mi

Comparison: 8 similar vehicles

Lilburn, GA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Lilburn, GA

Unscored
$6,29987,421 mi

Comparison: 7 similar vehicles

Lilburn, GA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Lilburn, GA

Unscored
$6,300114,783 mi

Comparison: 8 similar vehicles

Lilburn, GA

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Lilburn, GA

Unscored
$6,300140,459 mi

Comparison: 19 similar vehicles

Lilburn, GA

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Lilburn, GA

UnscoredInsufficient · 4
$6,399126,211 mi

Comparison: 4 similar vehicles

Lilburn, GA

2012 Mercedes-Benz E-Class E350 Sport

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

2012 Mercedes-Benz E-Class E350 Sport

Lilburn, GA

Unscored
$6,399170,777 mi

Comparison: 12 similar vehicles

Lilburn, GA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Lilburn, GA

Unscored
$6,423139,526 mi

Comparison: 18 similar vehicles

Lilburn, GA

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Lilburn, GA

Unscored
$6,455179,479 mi

Comparison: 23 similar vehicles

Lilburn, GA

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Lilburn, GA

Unscored
$6,489115,754 mi

Comparison: 7 similar vehicles

Lilburn, GA

No Photo

2007 Lexus ES 350

Lilburn, GA

Unscored
$6,499178,118 mi

Comparison: 18 similar vehicles

Lilburn, GA

1989 BMW 5 Series

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

1989 BMW 5 Series

Lilburn, GA

UnscoredInsufficient · 0
$6,499111,880 mi

Lilburn, GA

2010 Honda Accord Crosstour EX-L V6

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

2010 Honda Accord Crosstour EX-L V6

Lilburn, GA

Unscored
$6,500172,725 mi

Comparison: 10 similar vehicles

Lilburn, GA

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Lilburn, GA

Unscored
$6,695108,635 mi

Comparison: 9 similar vehicles

Lilburn, GA

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Lilburn, GA

Unscored
$6,798159,446 mi

Comparison: 13 similar vehicles

Lilburn, GA

2009 Mercury Milan Premier

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

2009 Mercury Milan Premier

Lilburn, GA

UnscoredInsufficient · 0
$6,900116,258 mi

Lilburn, GA

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

Lilburn, GA

Unscored
$6,903203,225 mi

Comparison: 18 similar vehicles

Lilburn, GA

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Lilburn, GA

Unscored
$6,995143,674 mi

Comparison: 12 similar vehicles

Lilburn, GA

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Lilburn, GA

Unscored
$6,995160,892 mi

Comparison: 15 similar vehicles

Lilburn, GA

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Lilburn, GA

Unscored
$6,995113,744 mi

Comparison: 8 similar vehicles

Lilburn, GA

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Lilburn, GA

UnscoredInsufficient · 3
$6,995123,961 mi

Comparison: 3 similar vehicles

Lilburn, GA

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Lilburn, GA

Unscored
$6,999160,450 mi

Comparison: 42 similar vehicles

Lilburn, GA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Lilburn, GA

Fair PriceModerate · 30
$6,99996,448 mi

Market: $3,708 – $12,363

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Lilburn, GA

2015 Honda Civic HF

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

2015 Honda Civic HF

Lilburn, GA

UnscoredInsufficient · 0
$6,999171,890 mi

Lilburn, 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.
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.