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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 5, 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

2,720 listings found

2002 Toyota Echo Base

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

2002 Toyota Echo Base

Rockville, MD

UnscoredInsufficient · 0
$4,194142,806 mi

Rockville, MD

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Rockville, MD

Unscored
$4,895177,433 mi

Comparison: 6 similar vehicles

Rockville, MD

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Rockville, MD

Unscored
$4,994146,702 mi

Comparison: 40 similar vehicles

Rockville, MD

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Rockville, MD

UnscoredInsufficient · 0
$4,994120,605 mi

Rockville, MD

2003 Kia Rio Base

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

2003 Kia Rio Base

Rockville, MD

UnscoredInsufficient · 0
$4,998102,274 mi

Rockville, MD

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Rockville, MD

UnscoredInsufficient · 0
$5,066130,600 mi

Rockville, MD

2007 Subaru Impreza Outback Sport Special Edition

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

2007 Subaru Impreza Outback Sport Special Edition

Rockville, MD

UnscoredInsufficient · 0
$5,298185,946 mi

Rockville, MD

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Rockville, MD

Unscored
$5,394164,444 mi

Comparison: 11 similar vehicles

Rockville, MD

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Rockville, MD

UnscoredInsufficient · 4
$5,394203,890 mi

Comparison: 4 similar vehicles

Rockville, MD

2005 Subaru Outback I

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

2005 Subaru Outback I

Rockville, MD

Unscored
$5,394165,408 mi

Comparison: 13 similar vehicles

Rockville, MD

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Rockville, MD

Unscored
$5,494159,139 mi

Comparison: 25 similar vehicles

Rockville, MD

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Rockville, MD

Unscored
$5,594158,153 mi

Comparison: 7 similar vehicles

Rockville, MD

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Rockville, MD

Unscored
$5,694147,946 mi

Comparison: 14 similar vehicles

Rockville, MD

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Rockville, MD

UnscoredInsufficient · 3
$5,694198,838 mi

Comparison: 3 similar vehicles

Rockville, MD

2007 Acura RDX Base

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

2007 Acura RDX Base

Rockville, MD

Unscored
$5,794215,680 mi

Comparison: 6 similar vehicles

Rockville, MD

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

Rockville, MD

Unscored
$5,900212,921 mi

Comparison: 16 similar vehicles

Rockville, MD

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Rockville, MD

Unscored
$5,976176,918 mi

Comparison: 23 similar vehicles

Rockville, MD

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Rockville, MD

UnscoredInsufficient · 3
$5,995191,179 mi

Comparison: 3 similar vehicles

Rockville, MD

2008 Subaru Legacy I

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

2008 Subaru Legacy I

Rockville, MD

UnscoredInsufficient · 3
$6,094169,348 mi

Comparison: 3 similar vehicles

Rockville, MD

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Rockville, MD

Unscored
$6,108136,234 mi

Comparison: 28 similar vehicles

Rockville, MD

2008 Mitsubishi Lancer ES

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

2008 Mitsubishi Lancer ES

Rockville, MD

UnscoredInsufficient · 0
$6,276142,612 mi

Rockville, MD

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Rockville, MD

Unscored
$6,276157,032 mi

Comparison: 9 similar vehicles

Rockville, MD

2005 Toyota Matrix XR

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

2005 Toyota Matrix XR

Rockville, MD

UnscoredInsufficient · 0
$6,294147,443 mi

Rockville, MD

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Rockville, MD

Unscored
$6,394156,905 mi

Comparison: 23 similar vehicles

Rockville, MD

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Rockville, MD

Unscored
$6,394161,024 mi

Comparison: 25 similar vehicles

Rockville, MD

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Rockville, MD

UnscoredInsufficient · 4
$6,47695,593 mi

Comparison: 4 similar vehicles

Rockville, MD

2011 Mazda MAZDA3 i Touring

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

2011 Mazda MAZDA3 i Touring

Rockville, MD

Unscored
$6,494156,296 mi

Comparison: 24 similar vehicles

Rockville, MD

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Rockville, MD

Fair PriceModerate · 24
$6,49586,100 mi

Market: $4,999 – $8,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Rockville, MD

2006 Subaru Impreza i

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

2006 Subaru Impreza i

Rockville, MD

UnscoredInsufficient · 4
$6,496121,660 mi

Comparison: 4 similar vehicles

Rockville, MD

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Rockville, MD

Unscored
$6,546155,477 mi

Comparison: 5 similar vehicles

Rockville, MD

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Rockville, MD

Unscored
$6,694145,999 mi

Comparison: 37 similar vehicles

Rockville, MD

2018 Ford Focus S

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

2018 Ford Focus S

Rockville, MD

UnscoredInsufficient · 4
$6,695100,094 mi

Comparison: 4 similar vehicles

Rockville, MD

1999 Chevrolet Tracker Base

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

1999 Chevrolet Tracker Base

Rockville, MD

UnscoredInsufficient · 0
$6,70058,083 mi

Rockville, MD

2007 Audi A6 Base

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

2007 Audi A6 Base

Rockville, MD

UnscoredInsufficient · 3
$6,746111,921 mi

Comparison: 3 similar vehicles

Rockville, MD

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Rockville, MD

Unscored
$6,794155,850 mi

Comparison: 15 similar vehicles

Rockville, MD

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Rockville, MD

UnscoredInsufficient · 4
$6,819128,749 mi

Comparison: 4 similar vehicles

Rockville, MD

2009 Volkswagen New Beetle Base

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

2009 Volkswagen New Beetle Base

Rockville, MD

Unscored
$6,876154,299 mi

Comparison: 28 similar vehicles

Rockville, MD

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Rockville, MD

Unscored
$6,876137,756 mi

Comparison: 6 similar vehicles

Rockville, MD

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Rockville, MD

Unscored
$6,894131,116 mi

Comparison: 5 similar vehicles

Rockville, MD

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Rockville, MD

Unscored
$6,981123,067 mi

Comparison: 12 similar vehicles

Rockville, MD

2006 Acura RL Base

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

2006 Acura RL Base

Rockville, MD

Unscored
$6,994131,014 mi

Comparison: 8 similar vehicles

Rockville, MD

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Rockville, MD

Unscored
$6,996113,382 mi

Comparison: 9 similar vehicles

Rockville, MD

2004 Ford Mustang Deluxe

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

2004 Ford Mustang Deluxe

Rockville, MD

UnscoredInsufficient · 3
$7,000132,254 mi

Comparison: 3 similar vehicles

Rockville, MD

2009 Mercedes-Benz M-Class ML350

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

2009 Mercedes-Benz M-Class ML350

Rockville, MD

UnscoredInsufficient · 3
$7,048141,555 mi

Comparison: 3 similar vehicles

Rockville, MD

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Rockville, MD

UnscoredInsufficient · 3
$7,154128,989 mi

Comparison: 3 similar vehicles

Rockville, MD

2006 Honda Civic Base

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

2006 Honda Civic Base

Rockville, MD

Unscored
$7,177112,991 mi

Comparison: 6 similar vehicles

Rockville, MD

2013 Kia Optima SX

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

2013 Kia Optima SX

Rockville, MD

Unscored
$7,194153,301 mi

Comparison: 30 similar vehicles

Rockville, MD

2007 Chevrolet Impala SS

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

2007 Chevrolet Impala SS

Rockville, MD

UnscoredInsufficient · 0
$7,194127,370 mi

Rockville, MD

2012 Nissan Altima S

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

2012 Nissan Altima S

Rockville, MD

Fair PriceLimited · 11
$7,20089,163 mi

Market: $4,995 – $8,993

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Rockville, MD

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Rockville, MD

Unscored
$7,276129,819 mi

Comparison: 35 similar vehicles

Rockville, MD

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

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