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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

97 listings found

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Ronceverte, WV

UnscoredInsufficient · 0
$8,99561,854 mi

Ronceverte, WV

2020 Hyundai IONIQ SE

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

2020 Hyundai IONIQ SE

Roanoke, VA

Unscored
$12,50061,688 mi

Comparison: 6 similar vehicles

Roanoke, VA

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Roanoke, VA

UnscoredInsufficient · 0
$15,99837,647 mi

Roanoke, 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

Roanoke, VA

UnscoredInsufficient · 0
$17,00229,908 mi

Roanoke, 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

Roanoke, VA

Fair PriceRobust · 168
$18,473119,559 mi

Market: $12,450 – $21,999

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Roanoke, 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

Roanoke, VA

Salvage title
$18,99549,000 mi

Roanoke, VA

2025 Cadillac OPTIQ Luxury 1

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

2025 Cadillac OPTIQ Luxury 1

Bedford, VA

Salvage title
$19,7006,295 mi

Bedford, VA

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Lynchburg, VA

UnscoredInsufficient · 3
$19,80980,442 mi

Comparison: 3 similar vehicles

Lynchburg, 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

Lynchburg, VA

Fair PriceRobust · 185
$19,900112,000 mi

Market: $12,450 – $24,055

Comparison: 185 similar vehicles

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

Lynchburg, 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

Roanoke, VA

Fair PriceModerate · 43
$19,99560,935 mi

Market: $10,999 – $24,121

Comparison: 43 similar vehicles

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

Roanoke, VA

2017 Tesla Model S 75

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

2017 Tesla Model S 75

Roanoke, VA

UnscoredInsufficient · 0
$19,995103,923 mi

Roanoke, VA

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Roanoke, VA

UnscoredInsufficient · 3
$19,99841,120 mi

Comparison: 3 similar vehicles

Roanoke, 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

Roanoke, VA

Fair PriceModerate · 33
$20,99825,787 mi

Market: $18,500 – $21,098

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Roanoke, VA

2024 Volkswagen ID.4 S

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

2024 Volkswagen ID.4 S

Lynchburg, VA

UnscoredInsufficient · 4
$22,46020,051 mi

Comparison: 4 similar vehicles

Lynchburg, VA

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Roanoke, VA

Fair PriceRobust · 130
$22,50011,881 mi

Market: $22,995 – $27,995

Comparison: 130 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 55 days listed (based on current market benchmarks)

Roanoke, VA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Lynchburg, VA

Unscored
$22,99826,005 mi

Comparison: 8 similar vehicles

Lynchburg, VA

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Roanoke, VA

Fair PriceRobust · 56
$22,99822,424 mi

Market: $19,700 – $25,336

Comparison: 56 similar vehicles

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

Roanoke, VA

2024 Tesla Model Y Long Range

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

2024 Tesla Model Y Long Range

Bedford, VA

UnscoredInsufficient · 3
$23,70024,988 mi

Comparison: 3 similar vehicles

Bedford, VA

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Roanoke, VA

Great DealRobust · 60
$24,47337,043 mi

Market: $27,722 – $33,697

Comparison: 60 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 259 days listed (based on current market benchmarks)

Roanoke, VA

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Roanoke, VA

Fair PriceRobust · 108
$24,70223,026 mi

Market: $22,673 – $28,995

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Roanoke, 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

Lynchburg, VA

Fair PriceRobust · 171
$24,90081,000 mi

Market: $10,450 – $31,312

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Lynchburg, VA

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

Roanoke, VA

Unscored
$25,80041,610 mi

Comparison: 5 similar vehicles

Roanoke, VA

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Lynchburg, VA

UnscoredInsufficient · 4
$25,99823,969 mi

Comparison: 4 similar vehicles

Lynchburg, VA

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Roanoke, VA

UnscoredInsufficient · 0
$25,99811,638 mi

Roanoke, VA

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Roanoke, VA

Fair PriceRobust · 213
$26,927100,533 mi

Market: $17,499 – $32,979

Comparison: 213 similar vehicles

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

Roanoke, VA

2023 Tesla Model Y Long Range

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

2023 Tesla Model Y Long Range

Bedford, VA

Salvage title
$27,97977,208 mi

Bedford, VA

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Roanoke, VA

Unscored
$27,99434,771 mi

Comparison: 6 similar vehicles

Roanoke, VA

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Bedford, VA

Fair PriceModerate · 27
$28,29425,736 mi

Market: $26,803 – $29,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Bedford, VA

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Roanoke, VA

UnscoredInsufficient · 3
$28,64145,808 mi

Comparison: 3 similar vehicles

Roanoke, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lynchburg, VA

Fair PriceRobust · 389
$28,819Mileage not verified

Market: $24,657 – $35,170

Comparison: 389 similar vehicles

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

Lynchburg, VA

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Roanoke, VA

OverpricedLimited · 19
$29,71214,159 mi

Market: $26,295 – $28,056

Comparison: 19 similar vehicles

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

Roanoke, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lynchburg, VA

Fair PriceRobust · 389
$29,830Mileage not verified

Market: $24,657 – $35,170

Comparison: 389 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Lynchburg, VA

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Pulaski, VA

Fair PriceRobust · 113
$29,90074,608 mi

Market: $14,498 – $33,990

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Pulaski, VA

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

Lewisburg, WV

UnscoredInsufficient · 3
$29,98838,254 mi

Comparison: 3 similar vehicles

Lewisburg, WV

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Martinsville, VA

UnscoredInsufficient · 0
$29,99058,883 mi

Martinsville, VA

2022 Ford Mustang Mach-E Premium AWD

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

2022 Ford Mustang Mach-E Premium AWD

Christiansburg, VA

UnscoredInsufficient · 0
$30,47320,257 mi

Christiansburg, VA

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Christiansburg, VA

UnscoredInsufficient · 0
$30,493695 mi

Christiansburg, 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

Roanoke, VA

Fair PriceRobust · 75
$30,99846,252 mi

Market: $23,950 – $31,884

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Roanoke, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Roanoke, VA

UnscoredInsufficient · 3
$31,584Mileage not verified

Comparison: 3 similar vehicles

Roanoke, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Roanoke, VA

Fair PriceRobust · 141
$31,9502,792 mi

Market: $25,099 – $36,889

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Roanoke, VA

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Lynchburg, VA

Fair PriceRobust · 143
$31,99821,685 mi

Market: $24,900 – $33,697

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Lynchburg, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Christiansburg, VA

Fair PriceRobust · 62
$32,819Mileage not verified

Market: $27,385 – $35,499

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Christiansburg, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Roanoke, VA

UnscoredInsufficient · 3
$33,800Mileage not verified

Comparison: 3 similar vehicles

Roanoke, VA

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Rocky Mount, VA

Unscored
$34,79017,190 mi

Comparison: 10 similar vehicles

Rocky Mount, VA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Roanoke, VA

UnscoredInsufficient · 3
$35,245Mileage not verified

Comparison: 3 similar vehicles

Roanoke, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Bassett, VA

UnscoredInsufficient · 4
$36,170108 mi

Comparison: 4 similar vehicles

Bassett, VA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Rocky Mount, VA

UnscoredInsufficient · 3
$36,882Mileage not verified

Comparison: 3 similar vehicles

Rocky Mount, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Christiansburg, VA

Fair PriceModerate · 43
$39,556Mileage not verified

Market: $33,265 – $45,240

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 399 days listed (based on current market benchmarks)

Christiansburg, VA

2026 Chevrolet Equinox EV 1LT

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

2026 Chevrolet Equinox EV 1LT

Roanoke, VA

Fair PriceRobust · 71
$39,594186 mi

Market: $33,313 – $41,795

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Roanoke, VA

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Bedford, VA

Great DealRobust · 62
$39,70018,122 mi

Market: $62,350 – $67,849

Comparison: 62 similar vehicles

Competitively priced ~36% below the typical range compared to similar vehicles · 40 days listed (based on current market benchmarks)

Bedford, 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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