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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

221 listings found

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Covington, VA

UnscoredInsufficient · 4
$5,495196,374 mi

Comparison: 4 similar vehicles

Covington, VA

2002 Ford Expedition Base

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

2002 Ford Expedition Base

Covington, VA

UnscoredInsufficient · 0
$5,495164,128 mi

Covington, VA

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Covington, VA

UnscoredInsufficient · 0
$6,995112,733 mi

Covington, VA

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Covington, VA

Unscored
$6,995251,236 mi

Comparison: 6 similar vehicles

Covington, VA

2005 Nissan Pathfinder LE

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

2005 Nissan Pathfinder LE

Covington, VA

UnscoredInsufficient · 0
$6,995164,273 mi

Covington, VA

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Covington, VA

UnscoredInsufficient · 0
$7,495194,540 mi

Covington, VA

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Covington, VA

Unscored
$7,495161,460 mi

Comparison: 7 similar vehicles

Covington, VA

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Covington, VA

Unscored
$8,495151,444 mi

Comparison: 86 similar vehicles

Covington, VA

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Covington, VA

UnscoredInsufficient · 0
$8,495147,758 mi

Covington, VA

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Covington, VA

Unscored
$9,495130,466 mi

Comparison: 33 similar vehicles

Covington, VA

2018 Ford Escape SE

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

2018 Ford Escape SE

Covington, VA

Fair PriceRobust · 205
$10,995117,928 mi

Market: $4,700 – $19,494

Comparison: 205 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Covington, VA

2017 Lincoln MKZ Reserve

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

2017 Lincoln MKZ Reserve

Covington, VA

Unscored
$10,995136,608 mi

Comparison: 16 similar vehicles

Covington, VA

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

Covington, VA

Fair PriceModerate · 32
$10,995106,310 mi

Market: $7,700 – $17,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Covington, VA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Covington, VA

Unscored
$10,995146,633 mi

Comparison: 99 similar vehicles

Covington, VA

2017 BMW X1 28i

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

2017 BMW X1 28i

Covington, VA

Fair PriceRobust · 52
$11,415115,348 mi

Market: $6,994 – $18,998

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Covington, VA

2017 Kia Sportage SX

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

2017 Kia Sportage SX

Covington, VA

Fair PriceModerate · 32
$12,000111,562 mi

Market: $9,500 – $19,195

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Covington, VA

2016 Mazda CX-3 Touring

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

2016 Mazda CX-3 Touring

Covington, VA

Fair PriceLimited · 12
$12,495110,930 mi

Market: $10,990 – $17,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Covington, VA

2015 BMW 5 Series 535i

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

2015 BMW 5 Series 535i

Covington, VA

Fair PriceModerate · 29
$12,95067,714 mi

Market: $9,880 – $18,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Covington, VA

2021 Toyota Camry SE Nightshade

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

2021 Toyota Camry SE Nightshade

Covington, VA

Unscored
$13,950142,735 mi

Comparison: 43 similar vehicles

Covington, VA

No Photo

2013 Jeep Wrangler Unlimited Sahara

Covington, VA

Fair PriceRobust · 121
$13,950104,949 mi

Market: $7,995 – $22,999

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Covington, VA

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Covington, VA

UnscoredInsufficient · 0
$13,95044,059 mi

Covington, VA

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Covington, VA

Unscored
$14,995147,413 mi

Comparison: 118 similar vehicles

Covington, VA

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Covington, VA

OverpricedModerate · 38
$15,95071,783 mi

Market: $6,500 – $14,995

Comparison: 38 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Covington, VA

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Covington, VA

Fair PriceModerate · 32
$16,95063,782 mi

Market: $8,950 – $17,399

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Covington, VA

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Covington, VA

Fair PriceRobust · 94
$17,99553,227 mi

Market: $15,995 – $19,624

Comparison: 94 similar vehicles

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

Covington, VA

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Covington, VA

UnscoredInsufficient · 0
$17,99561,655 mi

Covington, VA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Covington, VA

Unscored
$17,995105,145 mi

Comparison: 8 similar vehicles

Covington, VA

No Photo

2012 Porsche Panamera Base

Covington, VA

UnscoredInsufficient · 3
$18,95064,564 mi

Comparison: 3 similar vehicles

Covington, VA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Covington, VA

Fair PriceRobust · 208
$18,99572,016 mi

Market: $14,571 – $21,602

Comparison: 208 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Covington, VA

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Covington, VA

Unscored
$18,99555,584 mi

Comparison: 6 similar vehicles

Covington, VA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Covington, VA

Fair PriceRobust · 208
$19,49566,731 mi

Market: $14,571 – $21,602

Comparison: 208 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Covington, VA

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Covington, VA

Fair PriceRobust · 104
$19,95055,351 mi

Market: $16,300 – $23,195

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Covington, VA

2020 Nissan Altima SL

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

2020 Nissan Altima SL

Covington, VA

UnscoredInsufficient · 0
$19,95054,976 mi

Covington, VA

2020 Jeep Renegade Trailhawk

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

2020 Jeep Renegade Trailhawk

Covington, VA

UnscoredInsufficient · 0
$19,95049,025 mi

Covington, VA

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Covington, VA

Fair PriceRobust · 126
$19,99553,400 mi

Market: $17,224 – $21,024

Comparison: 126 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Covington, VA

2020 Volvo XC60 Momentum

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

2020 Volvo XC60 Momentum

Covington, VA

Fair PriceRobust · 53
$19,99599,973 mi

Market: $14,363 – $23,249

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Covington, VA

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Covington, VA

Fair PriceModerate · 38
$19,995102,805 mi

Market: $9,849 – $23,493

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Covington, VA

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Covington, VA

UnscoredInsufficient · 4
$20,49556,439 mi

Comparison: 4 similar vehicles

Covington, VA

2024 Mitsubishi Outlander Sport LE

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

2024 Mitsubishi Outlander Sport LE

Covington, VA

UnscoredInsufficient · 4
$20,95035,441 mi

Comparison: 4 similar vehicles

Covington, VA

No Photo

2020 Audi Q5 Premium

Covington, VA

UnscoredInsufficient · 0
$20,95040,525 mi

Covington, VA

2025 Hyundai Elantra Limited

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

2025 Hyundai Elantra Limited

Covington, VA

Fair PriceLimited · 11
$20,99560,753 mi

Market: $20,089 – $26,175

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Covington, VA

2024 Kia Forte GT-Line

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

2024 Kia Forte GT-Line

Covington, VA

UnscoredInsufficient · 0
$20,99559,329 mi

Covington, VA

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Covington, VA

Fair PriceRobust · 158
$20,99560,159 mi

Market: $16,898 – $22,900

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Covington, VA

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Covington, VA

Fair PriceRobust · 211
$20,99559,313 mi

Market: $17,999 – $24,987

Comparison: 211 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Covington, VA

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Covington, VA

OverpricedModerate · 32
$20,99558,620 mi

Market: $17,024 – $20,932

Comparison: 32 similar vehicles

Covington, VA

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Covington, VA

Unscored
$20,99585,294 mi

Comparison: 6 similar vehicles

Covington, VA

2013 RAM 2500 Pickup SLT

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

2013 RAM 2500 Pickup SLT

Covington, VA

UnscoredInsufficient · 3
$20,995182,788 mi

Comparison: 3 similar vehicles

Covington, VA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Covington, VA

Fair PriceRobust · 351
$21,49559,344 mi

Market: $15,966 – $23,997

Comparison: 351 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Covington, VA

2018 Honda Accord LX

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

2018 Honda Accord LX

Covington, VA

Unscored
$21,95023,757 mi

Comparison: 18 similar vehicles

Covington, VA

2018 Audi A5 Coupe Prestige

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

2018 Audi A5 Coupe Prestige

Covington, VA

UnscoredInsufficient · 0
$21,95051,989 mi

Covington, VA

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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