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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 13, 2026

7.2M+

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

242 listings found

No Photo

2008 Kia Spectra EX

South Boston, VA

UnscoredInsufficient · 0
$5,995114,649 mi

South Boston, VA

No Photo

2015 Volkswagen Tiguan SEL

South Boston, VA

Unscored
$6,953139,256 mi

Comparison: 5 similar vehicles

South Boston, VA

2012 Nissan Altima S

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

2012 Nissan Altima S

South Boston, VA

Fair PriceRobust · 58
$8,49592,879 mi

Market: $1,200 – $11,000

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

South Boston, VA

2007 Ford Econoline Wagon XLT

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

2007 Ford Econoline Wagon XLT

South Boston, VA

UnscoredInsufficient · 0
$8,795220,966 mi

South Boston, VA

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

South Boston, VA

Unscored
$8,995126,462 mi

Comparison: 43 similar vehicles

South Boston, VA

2013 Ford Econoline

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

2013 Ford Econoline

South Boston, VA

UnscoredInsufficient · 0
$9,995Mileage not verified

South Boston, VA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

South Boston, VA

Unscored
$9,995173,101 mi

Comparison: 14 similar vehicles

South Boston, VA

No Photo

2011 Nissan Frontier SV

South Boston, VA

UnscoredInsufficient · 4
$10,595179,099 mi

Comparison: 4 similar vehicles

South Boston, VA

No Photo

2015 Jeep Cherokee Limited

South Boston, VA

Fair PriceRobust · 94
$10,982116,689 mi

Market: $4,350 – $14,998

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

South Boston, VA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

South Boston, VA

Fair PriceRobust · 91
$10,995118,335 mi

Market: $5,495 – $20,900

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

South Boston, VA

2014 Lexus IS 250

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

2014 Lexus IS 250

South Boston, VA

Unscored
$10,995212,763 mi

Comparison: 58 similar vehicles

South Boston, VA

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

South Boston, VA

Unscored
$10,995173,896 mi

Comparison: 5 similar vehicles

South Boston, VA

2012 Mercedes-Benz C-Class C250 Luxury

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

2012 Mercedes-Benz C-Class C250 Luxury

South Boston, VA

OverpricedModerate · 30
$11,19588,844 mi

Market: $2,500 – $9,994

Comparison: 30 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

South Boston, VA

2016 Ford Fusion Hybrid Titanium

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

2016 Ford Fusion Hybrid Titanium

South Boston, VA

UnscoredInsufficient · 0
$11,78883,232 mi

South Boston, VA

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

South Boston, VA

Fair PriceModerate · 26
$11,995112,492 mi

Market: $7,400 – $29,996

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

South Boston, VA

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

South Boston, VA

Unscored
$11,999153,022 mi

Comparison: 21 similar vehicles

South Boston, VA

2020 Ford Edge SE

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

2020 Ford Edge SE

South Boston, VA

Fair PriceModerate · 35
$12,49598,477 mi

Market: $9,990 – $18,998

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

South Boston, VA

2019 Nissan Rogue S

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

2019 Nissan Rogue S

South Boston, VA

Fair PriceModerate · 43
$12,995100,644 mi

Market: $7,350 – $18,395

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

South Boston, VA

No Photo

2016 Lincoln MKZ Base

South Boston, VA

Fair PriceLimited · 14
$12,995101,982 mi

Market: $5,850 – $16,590

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

South Boston, VA

1995 Chevrolet Corvette

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

1995 Chevrolet Corvette

South Boston, VA

UnscoredInsufficient · 0
$12,99582,340 mi

South Boston, VA

2016 Honda Accord EX-L

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

2016 Honda Accord EX-L

South Boston, VA

Fair PriceModerate · 33
$13,485111,471 mi

Market: $9,000 – $19,590

Comparison: 33 similar vehicles

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

South Boston, VA

2020 Ford Ecosport SES

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

2020 Ford Ecosport SES

South Boston, VA

Fair PriceLimited · 11
$13,52088,091 mi

Market: $6,995 – $16,237

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

South Boston, VA

2014 Cadillac XTS Platinum Collection

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

2014 Cadillac XTS Platinum Collection

South Boston, VA

UnscoredInsufficient · 0
$13,995115,438 mi

South Boston, VA

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

South Boston, VA

Unscored
$14,495152,814 mi

Comparison: 57 similar vehicles

South Boston, VA

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

South Boston, VA

Fair PriceModerate · 29
$14,99596,339 mi

Market: $7,999 – $19,095

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

South Boston, VA

No Photo

2017 BMW X5 xDrive35i

South Boston, VA

Fair PriceRobust · 81
$15,495104,376 mi

Market: $10,139 – $23,890

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

South Boston, VA

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

South Boston, VA

Fair PriceRobust · 79
$15,793113,697 mi

Market: $7,689 – $31,988

Comparison: 79 similar vehicles

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

South Boston, VA

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

South Boston, VA

Unscored
$15,969102,704 mi

Comparison: 5 similar vehicles

South Boston, VA

2017 INFINITI Q50 Red Sport

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

2017 INFINITI Q50 Red Sport

South Boston, VA

UnscoredInsufficient · 0
$15,995164,391 mi

South Boston, VA

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

South Boston, VA

Fair PriceLimited · 18
$16,28682,180 mi

Market: $11,995 – $21,787

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 241 days listed (based on current market benchmarks)

South Boston, VA

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

South Boston, VA

UnscoredInsufficient · 3
$16,296107,941 mi

Comparison: 3 similar vehicles

South Boston, VA

No Photo

2019 Volkswagen Atlas SEL Premium

South Boston, VA

Fair PriceRobust · 139
$16,988107,841 mi

Market: $15,500 – $25,767

Comparison: 139 similar vehicles

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

South Boston, VA

2018 Honda Accord EX-L

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

2018 Honda Accord EX-L

South Boston, VA

Unscored
$16,995153,725 mi

Comparison: 103 similar vehicles

South Boston, VA

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

South Boston, VA

Fair PriceRobust · 423
$18,26998,167 mi

Market: $1,960 – $22,997

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

South Boston, VA

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

South Boston, VA

Fair PriceModerate · 34
$18,56242,449 mi

Market: $12,995 – $21,995

Comparison: 34 similar vehicles

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

South Boston, VA

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

South Boston, VA

Unscored
$18,70931,700 mi

Comparison: 5 similar vehicles

South Boston, VA

2021 Subaru Forester Touring

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

2021 Subaru Forester Touring

South Boston, VA

Unscored
$18,958124,916 mi

Comparison: 18 similar vehicles

South Boston, VA

2023 Hyundai Venue SEL

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

2023 Hyundai Venue SEL

South Boston, VA

UnscoredInsufficient · 0
$18,99641,415 mi

South Boston, VA

2020 Jeep Wrangler Unlimited Altitude

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

2020 Jeep Wrangler Unlimited Altitude

South Boston, VA

Fair PriceRobust · 91
$19,295115,876 mi

Market: $19,638 – $26,090

Comparison: 91 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 95 days listed (based on current market benchmarks)

South Boston, VA

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

South Boston, VA

Fair PriceRobust · 104
$19,41848,431 mi

Market: $15,995 – $19,579

Comparison: 104 similar vehicles

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

South Boston, VA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

South Boston, VA

UnscoredInsufficient · 3
$19,97161,038 mi

Comparison: 3 similar vehicles

South Boston, VA

2022 Volkswagen Atlas SE

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

2022 Volkswagen Atlas SE

South Boston, VA

Fair PriceModerate · 26
$20,16180,349 mi

Market: $16,499 – $20,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

South Boston, VA

2015 Ford F-150 Platinum

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

2015 Ford F-150 Platinum

South Boston, VA

Unscored
$20,195174,248 mi

Comparison: 38 similar vehicles

South Boston, VA

2023 Volvo XC40 Core

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

2023 Volvo XC40 Core

South Boston, VA

UnscoredInsufficient · 0
$20,19775,689 mi

South Boston, VA

2019 Volvo XC40 Momentum

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

2019 Volvo XC40 Momentum

South Boston, VA

Fair PriceModerate · 36
$20,26577,443 mi

Market: $13,795 – $21,768

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

South Boston, VA

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

South Boston, VA

UnscoredInsufficient · 4
$20,50052,798 mi

Comparison: 4 similar vehicles

South Boston, VA

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

South Boston, VA

Fair PriceModerate · 31
$20,52086,205 mi

Market: $15,995 – $24,251

Comparison: 31 similar vehicles

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

South Boston, VA

No Photo

2018 Subaru Forester Premium

South Boston, VA

UnscoredInsufficient · 3
$20,57951,216 mi

Comparison: 3 similar vehicles

South Boston, VA

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

South Boston, VA

Unscored
$20,84569,627 mi

Comparison: 8 similar vehicles

South Boston, VA

No Photo

2020 Volkswagen Atlas Cross Sport SE w/Tech

South Boston, VA

OverpricedRobust · 127
$20,94264,335 mi

Market: $13,997 – $20,869

Comparison: 127 similar vehicles

South Boston, VA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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