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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

6.1M+

Unique vehicles analyzed

as of November 3, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,090 listings found

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Arlington, VA

UnscoredInsufficient · 3
$2,500235,835 mi

Comparison: 3 similar vehicles

Arlington, VA

2013 Audi A4 Premium

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

2013 Audi A4 Premium

Arlington, VA

UnscoredInsufficient · 4
$2,900208,621 mi

Comparison: 4 similar vehicles

Arlington, VA

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Arlington, VA

Unscored
$2,900197,657 mi

Comparison: 6 similar vehicles

Arlington, VA

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Arlington, VA

Unscored
$3,481145,685 mi

Comparison: 5 similar vehicles

Arlington, VA

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Arlington, VA

Unscored
$3,795128,260 mi

Comparison: 8 similar vehicles

Arlington, VA

2008 Toyota Camry Solara SLE

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

2008 Toyota Camry Solara SLE

Arlington, VA

Unscored
$3,981234,360 mi

Comparison: 7 similar vehicles

Arlington, VA

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Arlington, VA

Unscored
$3,981159,077 mi

Comparison: 8 similar vehicles

Arlington, VA

2004 BMW X3 3.0i

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

2004 BMW X3 3.0i

Arlington, VA

Unscored
$3,990111,146 mi

Comparison: 6 similar vehicles

Arlington, VA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Arlington, VA

UnscoredInsufficient · 3
$3,994299,007 mi

Comparison: 3 similar vehicles

Arlington, VA

2006 Honda Civic EX

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

2006 Honda Civic EX

Arlington, VA

Unscored
$4,481198,786 mi

Comparison: 23 similar vehicles

Arlington, VA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Arlington, VA

Unscored
$4,950125,925 mi

Comparison: 10 similar vehicles

Arlington, VA

2015 Kia Forte LX

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

2015 Kia Forte LX

Arlington, VA

UnscoredInsufficient · 4
$4,981113,980 mi

Comparison: 4 similar vehicles

Arlington, VA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Arlington, VA

Unscored
$4,981108,521 mi

Comparison: 5 similar vehicles

Arlington, VA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Arlington, VA

Fair PriceLimited · 13
$4,981116,000 mi

Market: $5,395 – $10,299

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 65 days listed (based on current market benchmarks)

Arlington, VA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Arlington, VA

Unscored
$4,981140,868 mi

Comparison: 32 similar vehicles

Arlington, VA

2008 Mercedes-Benz C-Class C300 Sport

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

2008 Mercedes-Benz C-Class C300 Sport

Arlington, VA

Unscored
$4,981134,368 mi

Comparison: 11 similar vehicles

Arlington, VA

2003 MINI Base

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

2003 MINI Base

Arlington, VA

UnscoredInsufficient · 0
$4,98180,809 mi

Arlington, VA

2001 Buick Century Custom

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

2001 Buick Century Custom

Arlington, VA

UnscoredInsufficient · 0
$4,98180,335 mi

Arlington, VA

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Arlington, VA

Unscored
$4,981115,369 mi

Comparison: 5 similar vehicles

Arlington, VA

1999 Isuzu Rodeo LS

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

1999 Isuzu Rodeo LS

Arlington, VA

UnscoredInsufficient · 0
$4,981144,791 mi

Arlington, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Arlington, VA

Unscored
$4,994157,344 mi

Comparison: 26 similar vehicles

Arlington, VA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Arlington, VA

Unscored
$4,994167,161 mi

Comparison: 6 similar vehicles

Arlington, VA

2013 Audi A4 Premium

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

2013 Audi A4 Premium

Arlington, VA

UnscoredInsufficient · 3
$4,994200,029 mi

Comparison: 3 similar vehicles

Arlington, VA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Arlington, VA

Unscored
$4,994238,219 mi

Comparison: 15 similar vehicles

Arlington, VA

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Arlington, VA

UnscoredInsufficient · 4
$4,99495,877 mi

Comparison: 4 similar vehicles

Arlington, VA

2004 Mazda MAZDA3 S

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

2004 Mazda MAZDA3 S

Arlington, VA

UnscoredInsufficient · 0
$4,994136,692 mi

Arlington, VA

2008 Mercedes-Benz R-Class R350

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

2008 Mercedes-Benz R-Class R350

Arlington, VA

UnscoredInsufficient · 0
$4,995139,032 mi

Arlington, VA

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Arlington, VA

Unscored
$4,995169,950 mi

Comparison: 7 similar vehicles

Arlington, VA

2007 Honda Civic EX

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

2007 Honda Civic EX

Arlington, VA

Unscored
$5,195162,749 mi

Comparison: 11 similar vehicles

Arlington, VA

2010 Mercedes-Benz S-Class S550

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

2010 Mercedes-Benz S-Class S550

Arlington, VA

Unscored
$5,465141,788 mi

Comparison: 5 similar vehicles

Arlington, VA

2020 Mitsubishi Mirage G4 ES

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

2020 Mitsubishi Mirage G4 ES

Arlington, VA

Unscored
$5,481142,340 mi

Comparison: 6 similar vehicles

Arlington, VA

2010 Scion xD Base

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

2010 Scion xD Base

Arlington, VA

UnscoredInsufficient · 3
$5,481108,607 mi

Comparison: 3 similar vehicles

Arlington, VA

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Arlington, VA

Unscored
$5,495134,995 mi

Comparison: 59 similar vehicles

Arlington, VA

2004 BMW 3 Series 330

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

2004 BMW 3 Series 330

Arlington, VA

Unscored
$5,495153,491 mi

Comparison: 9 similar vehicles

Arlington, VA

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Arlington, VA

UnscoredInsufficient · 3
$5,554107,540 mi

Comparison: 3 similar vehicles

Arlington, VA

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Arlington, VA

Unscored
$5,554119,719 mi

Comparison: 6 similar vehicles

Arlington, VA

2015 Volkswagen Jetta TDI SE

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

2015 Volkswagen Jetta TDI SE

Arlington, VA

Unscored
$5,895142,604 mi

Comparison: 5 similar vehicles

Arlington, VA

2018 Ford Focus SE

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

2018 Ford Focus SE

Arlington, VA

Great DealLimited · 10
$5,95085,981 mi

Market: $6,999 – $15,095

Comparison: 10 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 78 days listed (based on current market benchmarks)

Arlington, VA

2013 Ford Fusion S

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

2013 Ford Fusion S

Arlington, VA

Fair PriceLimited · 16
$5,950104,840 mi

Market: $4,995 – $9,789

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Arlington, VA

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Arlington, VA

Fair PriceModerate · 40
$5,981116,359 mi

Market: $3,999 – $16,488

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Arlington, VA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Arlington, VA

Unscored
$5,981123,004 mi

Comparison: 11 similar vehicles

Arlington, VA

2013 Ford Focus SE

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

2013 Ford Focus SE

Arlington, VA

Unscored
$5,98175,898 mi

Comparison: 6 similar vehicles

Arlington, VA

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Arlington, VA

UnscoredInsufficient · 0
$5,981118,777 mi

Arlington, VA

2009 Lexus RX 350

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

2009 Lexus RX 350

Arlington, VA

Unscored
$5,981184,040 mi

Comparison: 5 similar vehicles

Arlington, VA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Arlington, VA

Fair PriceModerate · 21
$5,98179,149 mi

Market: $2,499 – $9,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Arlington, VA

2008 Land Rover Range Rover Sport HSE

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

2008 Land Rover Range Rover Sport HSE

Arlington, VA

UnscoredInsufficient · 3
$5,981143,130 mi

Comparison: 3 similar vehicles

Arlington, VA

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Arlington, VA

Unscored
$5,981141,502 mi

Comparison: 10 similar vehicles

Arlington, VA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Arlington, VA

Unscored
$5,990121,321 mi

Comparison: 28 similar vehicles

Arlington, VA

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Arlington, VA

UnscoredInsufficient · 3
$5,990121,817 mi

Comparison: 3 similar vehicles

Arlington, VA

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Arlington, VA

Unscored
$5,994184,570 mi

Comparison: 14 similar vehicles

Arlington, VA

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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