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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 11, 2026

7.3M+

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

1,024 listings found

2014 Nissan LEAF S

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

2014 Nissan LEAF S

Fredericksburg, VA

UnscoredInsufficient · 0
$2,49975,883 mi

Fredericksburg, VA

2014 Nissan LEAF S

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

2014 Nissan LEAF S

Richmond, VA

UnscoredInsufficient · 0
$4,48764,478 mi

Richmond, VA

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

Richmond, VA

UnscoredInsufficient · 0
$5,60076,389 mi

Richmond, VA

2014 BMW i3 Base

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

2014 BMW i3 Base

Stafford, VA

UnscoredInsufficient · 0
$7,89848,020 mi

Stafford, VA

2014 Tesla Model S

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

2014 Tesla Model S

Fredericksburg, VA

UnscoredInsufficient · 3
$9,966140,839 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2013 Tesla Model S

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

2013 Tesla Model S

Fredericksburg, VA

UnscoredInsufficient · 3
$11,99474,961 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2015 Tesla Model S

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

2015 Tesla Model S

Fredericksburg, VA

UnscoredInsufficient · 0
$12,599102,656 mi

Fredericksburg, VA

2019 Hyundai Ioniq Limited

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

2019 Hyundai Ioniq Limited

Stafford, VA

UnscoredInsufficient · 0
$12,84043,749 mi

Stafford, VA

2013 Tesla Model S

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

2013 Tesla Model S

Fredericksburg, VA

Unscored
$13,50077,913 mi

Comparison: 8 similar vehicles

Fredericksburg, VA

2021 Chevrolet Bolt EV LT

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

2021 Chevrolet Bolt EV LT

Stafford, VA

UnscoredInsufficient · 3
$13,51292,339 mi

Comparison: 3 similar vehicles

Stafford, VA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Fredericksburg, VA

Unscored
$13,586206,276 mi

Comparison: 9 similar vehicles

Fredericksburg, VA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Stafford, VA

Great DealLimited · 19
$12,76731,881 mi

Market: $13,794 – $14,499

Comparison: 19 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Stafford, VA

2019 Nissan Leaf SL Plus

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

2019 Nissan Leaf SL Plus

Ashland, VA

UnscoredInsufficient · 0
$13,78991,005 mi

Ashland, VA

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Fredericksburg, VA

UnscoredInsufficient · 0
$13,99549,944 mi

Fredericksburg, VA

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Waldorf, MD

UnscoredInsufficient · 0
$14,09621,855 mi

Waldorf, MD

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Stafford, VA

UnscoredInsufficient · 3
$14,50595,067 mi

Comparison: 3 similar vehicles

Stafford, VA

2014 Tesla Model S

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

2014 Tesla Model S

Fredericksburg, VA

UnscoredInsufficient · 3
$14,786104,025 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Fredericksburg, VA

Fair PriceLimited · 17
$14,900118,058 mi

Market: $12,450 – $26,888

Comparison: 17 similar vehicles

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

Fredericksburg, VA

No Photo

2018 Tesla Model S 75D

Richmond, VA

Unscored
$14,900Mileage not verified

Comparison: 8 similar vehicles

Richmond, VA

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Stafford, VA

Unscored
$14,912147,395 mi

Comparison: 46 similar vehicles

Stafford, VA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Fredericksburg, VA

Fair PriceLimited · 10
$14,995108,818 mi

Market: $10,999 – $20,599

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Fredericksburg, VA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Fredericksburg, VA

Unscored
$14,995121,477 mi

Comparison: 10 similar vehicles

Fredericksburg, VA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Fredericksburg, VA

Unscored
$14,995122,672 mi

Comparison: 10 similar vehicles

Fredericksburg, VA

2016 Tesla Model S 75

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

2016 Tesla Model S 75

Stafford, VA

UnscoredInsufficient · 3
$15,099120,737 mi

Comparison: 3 similar vehicles

Stafford, VA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Spotsylvania Courthouse, VA

Unscored
$15,294123,000 mi

Comparison: 23 similar vehicles

Spotsylvania Courthouse, VA

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Stafford, VA

UnscoredInsufficient · 0
$15,77693,169 mi

Stafford, VA

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Waldorf, MD

UnscoredInsufficient · 4
$15,858144,058 mi

Comparison: 4 similar vehicles

Waldorf, MD

2017 Tesla Model S 90D

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

2017 Tesla Model S 90D

Fredericksburg, VA

UnscoredInsufficient · 3
$16,000130,002 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Richmond, VA

UnscoredInsufficient · 0
$16,19217,092 mi

Richmond, VA

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Stafford, VA

Fair PriceRobust · 52
$16,289113,844 mi

Market: $10,999 – $23,749

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Stafford, VA

2016 Tesla Model S 75

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

2016 Tesla Model S 75

Fredericksburg, VA

UnscoredInsufficient · 3
$16,50083,245 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Fredericksburg, VA

Fair PriceModerate · 27
$16,599115,588 mi

Market: $10,999 – $23,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Fredericksburg, VA

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Fredericksburg, VA

Fair PriceLimited · 16
$16,80075,123 mi

Market: $10,450 – $29,890

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Fredericksburg, VA

2021 Chevrolet Bolt EV Premier

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

2021 Chevrolet Bolt EV Premier

Richmond, VA

UnscoredInsufficient · 0
$16,98771,766 mi

Richmond, VA

2019 Hyundai Kona EV Ultimate

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

2019 Hyundai Kona EV Ultimate

Richmond, VA

UnscoredInsufficient · 0
$16,98861,310 mi

Richmond, VA

2022 Ford Mustang Mach-E Select RWD

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

2022 Ford Mustang Mach-E Select RWD

Fredericksburg, VA

UnscoredInsufficient · 0
$16,995102,881 mi

Fredericksburg, VA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Fredericksburg, VA

Fair PriceModerate · 23
$17,00076,756 mi

Market: $11,999 – $23,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Fredericksburg, VA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Fredericksburg, VA

Fair PriceModerate · 23
$17,00077,610 mi

Market: $11,999 – $23,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Fredericksburg, VA

2023 Chevrolet Bolt EV LT

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

2023 Chevrolet Bolt EV LT

Stafford, VA

UnscoredInsufficient · 4
$17,18155,555 mi

Comparison: 4 similar vehicles

Stafford, VA

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Waldorf, MD

Fair PriceRobust · 53
$17,263110,440 mi

Market: $10,999 – $23,995

Comparison: 53 similar vehicles

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

Waldorf, MD

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Richmond, VA

Unscored
$17,299145,955 mi

Comparison: 7 similar vehicles

Richmond, VA

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Richmond, VA

Unscored
$17,399114,050 mi

Comparison: 9 similar vehicles

Richmond, VA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Fredericksburg, VA

Fair PriceLimited · 15
$17,50025,498 mi

Market: $17,258 – $20,293

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Fredericksburg, VA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Fredericksburg, VA

Fair PriceModerate · 23
$17,50095,898 mi

Market: $11,999 – $23,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Fredericksburg, VA

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Fredericksburg, VA

Fair PriceLimited · 14
$17,586109,135 mi

Market: $15,858 – $26,763

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Fredericksburg, VA

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Stafford, VA

UnscoredInsufficient · 3
$17,59075,591 mi

Comparison: 3 similar vehicles

Stafford, VA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Fredericksburg, VA

Great DealModerate · 29
$17,69934,518 mi

Market: $18,500 – $21,990

Comparison: 29 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Fredericksburg, VA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

King George, VA

Great DealLimited · 11
$17,80044,436 mi

Market: $18,950 – $20,498

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)

King George, VA

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Stafford, VA

Fair PriceModerate · 46
$17,89694,962 mi

Market: $12,450 – $27,986

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Stafford, VA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Richmond, VA

UnscoredInsufficient · 0
$17,98158,982 mi

Richmond, 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 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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