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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 3, 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

1,679 listings found

2007 Volkswagen Rabbit Base

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

2007 Volkswagen Rabbit Base

Chamblee, GA

UnscoredInsufficient · 0
$4,990146,729 mi

Chamblee, GA

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Chamblee, GA

Unscored
$5,598163,500 mi

Comparison: 6 similar vehicles

Chamblee, GA

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Chamblee, GA

Unscored
$6,098113,000 mi

Comparison: 6 similar vehicles

Chamblee, GA

2016 Ford Escape SE

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

2016 Ford Escape SE

Chamblee, GA

Unscored
$6,598169,934 mi

Comparison: 22 similar vehicles

Chamblee, GA

2011 Nissan Murano LE

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

2011 Nissan Murano LE

Chamblee, GA

UnscoredInsufficient · 0
$6,698127,311 mi

Chamblee, GA

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Chamblee, GA

Unscored
$6,966146,903 mi

Comparison: 25 similar vehicles

Chamblee, GA

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Chamblee, GA

Unscored
$7,09896,875 mi

Comparison: 9 similar vehicles

Chamblee, GA

2013 BMW 3 Series 320i

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

2013 BMW 3 Series 320i

Chamblee, GA

UnscoredInsufficient · 3
$7,500109,226 mi

Comparison: 3 similar vehicles

Chamblee, GA

2012 GMC Yukon SLE

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

2012 GMC Yukon SLE

Chamblee, GA

UnscoredInsufficient · 4
$7,598181,194 mi

Comparison: 4 similar vehicles

Chamblee, GA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Chamblee, GA

Unscored
$7,770129,256 mi

Comparison: 8 similar vehicles

Chamblee, GA

2015 BMW X1 28i

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

2015 BMW X1 28i

Chamblee, GA

Unscored
$7,792122,653 mi

Comparison: 14 similar vehicles

Chamblee, GA

2017 Nissan Altima S

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

2017 Nissan Altima S

Chamblee, GA

Unscored
$8,012140,223 mi

Comparison: 18 similar vehicles

Chamblee, GA

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Chamblee, GA

Unscored
$8,590190,230 mi

Comparison: 7 similar vehicles

Chamblee, GA

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Chamblee, GA

Unscored
$8,802180,252 mi

Comparison: 14 similar vehicles

Chamblee, GA

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Chamblee, GA

UnscoredInsufficient · 3
$8,852125,262 mi

Comparison: 3 similar vehicles

Chamblee, GA

2016 Honda CR-V Touring

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

2016 Honda CR-V Touring

Chamblee, GA

Unscored
$8,950207,000 mi

Comparison: 13 similar vehicles

Chamblee, GA

2010 Toyota RAV4 Sport

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

2010 Toyota RAV4 Sport

Chamblee, GA

Unscored
$8,950123,000 mi

Comparison: 11 similar vehicles

Chamblee, GA

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Chamblee, GA

Unscored
$8,990Mileage not verified

Comparison: 6 similar vehicles

Chamblee, GA

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Chamblee, GA

Unscored
$9,450124,000 mi

Comparison: 16 similar vehicles

Chamblee, GA

2008 Nissan Xterra X

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

2008 Nissan Xterra X

Chamblee, GA

UnscoredInsufficient · 3
$9,793151,536 mi

Comparison: 3 similar vehicles

Chamblee, GA

2017 Ford Transit Connect XL

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

2017 Ford Transit Connect XL

Chamblee, GA

UnscoredInsufficient · 4
$9,950189,456 mi

Comparison: 4 similar vehicles

Chamblee, GA

2014 Mazda MAZDA3 i Touring

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

2014 Mazda MAZDA3 i Touring

Chamblee, GA

Unscored
$10,087165,963 mi

Comparison: 12 similar vehicles

Chamblee, GA

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Chamblee, GA

Unscored
$10,087207,259 mi

Comparison: 5 similar vehicles

Chamblee, GA

2003 Honda Accord EX

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

2003 Honda Accord EX

Chamblee, GA

Unscored
$10,087194,504 mi

Comparison: 6 similar vehicles

Chamblee, GA

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Chamblee, GA

UnscoredInsufficient · 4
$10,098104,000 mi

Comparison: 4 similar vehicles

Chamblee, GA

2008 Hummer H3

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

2008 Hummer H3

Chamblee, GA

Unscored
$10,170179,538 mi

Comparison: 8 similar vehicles

Chamblee, GA

2010 Lexus RX 350

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

2010 Lexus RX 350

Chamblee, GA

Unscored
$10,316175,968 mi

Comparison: 42 similar vehicles

Chamblee, GA

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Chamblee, GA

Fair PriceLimited · 16
$10,350101,356 mi

Market: $3,998 – $12,590

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 370 days listed (based on current market benchmarks)

Chamblee, GA

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Chamblee, GA

Unscored
$10,500166,315 mi

Comparison: 18 similar vehicles

Chamblee, GA

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Chamblee, GA

Fair PriceLimited · 19
$10,58781,546 mi

Market: $4,495 – $18,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Chamblee, GA

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Chamblee, GA

Unscored
$10,890157,141 mi

Comparison: 15 similar vehicles

Chamblee, GA

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Chamblee, GA

Unscored
$10,900185,217 mi

Comparison: 6 similar vehicles

Chamblee, GA

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Chamblee, GA

Unscored
$10,900138,506 mi

Comparison: 14 similar vehicles

Chamblee, GA

2015 Lexus NX 200t

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

2015 Lexus NX 200t

Chamblee, GA

Unscored
$10,950172,000 mi

Comparison: 9 similar vehicles

Chamblee, GA

2016 Land Rover Range Rover Sport HSE

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

2016 Land Rover Range Rover Sport HSE

Chamblee, GA

Unscored
$11,005127,404 mi

Comparison: 18 similar vehicles

Chamblee, GA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Chamblee, GA

Fair PriceModerate · 21
$11,011117,815 mi

Market: $5,675 – $16,095

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Chamblee, GA

2013 Honda Pilot EX

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

2013 Honda Pilot EX

Chamblee, GA

Unscored
$11,087186,258 mi

Comparison: 11 similar vehicles

Chamblee, GA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Chamblee, GA

Unscored
$11,098120,140 mi

Comparison: 14 similar vehicles

Chamblee, GA

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Chamblee, GA

Unscored
$11,098146,621 mi

Comparison: 14 similar vehicles

Chamblee, GA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Chamblee, GA

Unscored
$11,197127,889 mi

Comparison: 21 similar vehicles

Chamblee, GA

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Chamblee, GA

UnscoredInsufficient · 0
$11,290102,256 mi

Chamblee, GA

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Chamblee, GA

Unscored
$11,802212,455 mi

Comparison: 10 similar vehicles

Chamblee, GA

2011 Acura MDX Technology & Entertainment Package

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

2011 Acura MDX Technology & Entertainment Package

Chamblee, GA

OverpricedLimited · 12
$11,837133,875 mi

Market: $7,500 – $10,900

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Chamblee, GA

2016 Honda Odyssey Touring

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

2016 Honda Odyssey Touring

Chamblee, GA

Unscored
$11,892201,032 mi

Comparison: 5 similar vehicles

Chamblee, GA

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Chamblee, GA

Unscored
$11,950127,000 mi

Comparison: 15 similar vehicles

Chamblee, GA

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Chamblee, GA

Unscored
$12,062132,581 mi

Comparison: 20 similar vehicles

Chamblee, GA

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Chamblee, GA

UnscoredInsufficient · 0
$12,08772,540 mi

Chamblee, GA

2010 Lexus RX 350

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

2010 Lexus RX 350

Chamblee, GA

Unscored
$12,198124,915 mi

Comparison: 39 similar vehicles

Chamblee, GA

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Chamblee, GA

Unscored
$12,200139,297 mi

Comparison: 10 similar vehicles

Chamblee, GA

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Chamblee, GA

Unscored
$12,200142,363 mi

Comparison: 36 similar vehicles

Chamblee, 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

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