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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

54 listings found

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

Amherst, VA

UnscoredModerate · 37
$17,999157,098 mi

Comparison: 37 similar vehicles

Amherst, 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 · 93
$19,900112,000 mi

Market: $12,999 – $23,995

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Lynchburg, 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

Amherst, VA

UnscoredModerate · 20
$19,99991,981 mi

Comparison: 20 similar vehicles

Amherst, VA

No Photo

2023 Volkswagen ID.4 PRO

Lynchburg, VA

Fair PriceLimited · 10
$20,90055,000 mi

Market: $16,750 – $21,199

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Lynchburg, 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

OverpricedLimited · 15
$21,78680,442 mi

Market: $16,390 – $21,599

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (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

Amherst, VA

Salvage title
$22,99965,327 mi

Amherst, 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

UnscoredRobust · 92
$23,70024,988 mi

Comparison: 92 similar vehicles

Bedford, VA

No Photo

2024 Volkswagen ID.4 S

Lynchburg, VA

UnscoredInsufficient · 0
$23,96020,051 mi

Lynchburg, 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 · 189
$24,90081,000 mi

Market: $11,450 – $29,109

Comparison: 189 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Lynchburg, VA

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Farmville, VA

Fair PriceRobust · 76
$24,99292,514 mi

Market: $13,450 – $28,700

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Farmville, VA

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Lynchburg, VA

UnscoredInsufficient · 3
$25,09857,345 mi

Comparison: 3 similar vehicles

Lynchburg, VA

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Lynchburg, VA

Fair PriceRobust · 54
$26,31942,320 mi

Market: $22,899 – $26,387

Comparison: 54 similar vehicles

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

Lynchburg, VA

2024 Toyota bZ4X XLE

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

2024 Toyota bZ4X XLE

Farmville, VA

UnscoredLimited · 6
$26,75515,214 mi

Comparison: 6 similar vehicles

Farmville, 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 · 189
$26,99870,801 mi

Market: $11,450 – $29,109

Comparison: 189 similar vehicles

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

Lynchburg, VA

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Lynchburg, VA

UnscoredLimited · 8
$27,29925,736 mi

Comparison: 8 similar vehicles

Lynchburg, VA

2020 Tesla Model Y Performance

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

2020 Tesla Model Y Performance

Farmville, VA

OverpricedLimited · 18
$28,29967,268 mi

Market: $19,935 – $27,390

Comparison: 18 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Farmville, 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 · 378
$29,830Mileage not verified

Market: $25,751 – $35,255

Comparison: 378 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Lynchburg, VA

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Lynchburg, VA

Fair PriceRobust · 58
$29,88610,688 mi

Market: $27,250 – $31,590

Comparison: 58 similar vehicles

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

Lynchburg, VA

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Lynchburg, VA

Fair PriceRobust · 85
$30,99830,963 mi

Market: $26,878 – $32,573

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 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

Farmville, VA

Fair PriceRobust · 396
$31,800Mileage not verified

Market: $25,751 – $35,255

Comparison: 396 similar vehicles

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

Farmville, 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

Lynchburg, VA

Fair PriceRobust · 153
$31,99864,934 mi

Market: $20,151 – $32,998

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Lynchburg, VA

2022 Tesla Model 3 Performance

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

2022 Tesla Model 3 Performance

Lynchburg, VA

UnscoredLimited · 8
$32,90035,000 mi

Comparison: 8 similar vehicles

Lynchburg, 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

Farmville, VA

Fair PriceRobust · 57
$34,29461,594 mi

Market: $26,497 – $42,424

Comparison: 57 similar vehicles

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

Farmville, 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

Lynchburg, VA

UnscoredInsufficient · 0
$36,19918,400 mi

Lynchburg, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Farmville, VA

UnscoredInsufficient · 4
$36,404Mileage not verified

Comparison: 4 similar vehicles

Farmville, 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

Farmville, VA

Fair PriceRobust · 91
$37,48322,592 mi

Market: $23,700 – $42,986

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Farmville, 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

Farmville, VA

UnscoredInsufficient · 4
$37,79428,539 mi

Comparison: 4 similar vehicles

Farmville, 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

Farmville, VA

UnscoredInsufficient · 4
$39,09522,362 mi

Comparison: 4 similar vehicles

Farmville, 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 DealLimited · 16
$39,70018,122 mi

Market: $63,500 – $67,849

Comparison: 16 similar vehicles

Competitively priced ~37% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Bedford, VA

2025 GMC Sierra EV Denali

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

2025 GMC Sierra EV Denali

Bedford, VA

UnscoredLimited · 8
$39,70015,231 mi

Comparison: 8 similar vehicles

Bedford, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Farmville, VA

UnscoredLimited · 6
$39,749Mileage not verified

Comparison: 6 similar vehicles

Farmville, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Farmville, VA

UnscoredLimited · 6
$40,103Mileage not verified

Comparison: 6 similar vehicles

Farmville, 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

Bedford, VA

UnscoredInsufficient · 0
$40,794Mileage not verified

Bedford, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Farmville, VA

UnscoredLimited · 6
$41,108Mileage not verified

Comparison: 6 similar vehicles

Farmville, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Lynchburg, VA

Fair PriceRobust · 123
$43,195Mileage not verified

Market: $33,265 – $44,352

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Lynchburg, VA

2026 Volvo EX30 Plus

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

2026 Volvo EX30 Plus

Lynchburg, VA

Fair PriceRobust · 57
$43,689Mileage not verified

Market: $37,208 – $48,455

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Lynchburg, VA

2022 Tesla Model X Long Range

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

2022 Tesla Model X Long Range

Farmville, VA

Fair PriceModerate · 49
$43,79984,704 mi

Market: $35,450 – $51,998

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Farmville, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Farmville, VA

UnscoredLimited · 6
$43,808Mileage not verified

Comparison: 6 similar vehicles

Farmville, VA

2024 Kia EV9 GT-Line

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

2024 Kia EV9 GT-Line

Lynchburg, VA

Fair PriceRobust · 71
$44,26819,994 mi

Market: $44,998 – $47,894

Comparison: 71 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 32 days listed (based on current market benchmarks)

Lynchburg, VA

2026 Volvo EX30 Ultra

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

2026 Volvo EX30 Ultra

Lynchburg, VA

UnscoredLimited · 6
$47,044Mileage not verified

Comparison: 6 similar vehicles

Lynchburg, VA

2022 Audi e-tron GT Prestige

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

2022 Audi e-tron GT Prestige

Farmville, VA

UnscoredLimited · 5
$47,50026,569 mi

Comparison: 5 similar vehicles

Farmville, VA

2026 Chevrolet Equinox EV RS

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

2026 Chevrolet Equinox EV RS

Lynchburg, VA

Fair PriceRobust · 61
$48,6793,409 mi

Market: $35,584 – $59,849

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 349 days listed (based on current market benchmarks)

Lynchburg, VA

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Farmville, VA

Fair PriceModerate · 24
$49,874Mileage not verified

Market: $48,632 – $51,084

Comparison: 24 similar vehicles

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

Farmville, VA

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

Lynchburg, VA

UnscoredInsufficient · 0
$50,768Mileage not verified

Lynchburg, VA

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Farmville, VA

OverpricedModerate · 28
$52,008Mileage not verified

Market: $46,260 – $51,942

Comparison: 28 similar vehicles

Farmville, VA

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Waynesboro, VA

UnscoredLimited · 9
$52,342Mileage not verified

Comparison: 9 similar vehicles

Waynesboro, VA

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Lexington, VA

UnscoredInsufficient · 4
$56,990Mileage not verified

Comparison: 4 similar vehicles

Lexington, VA

2022 Tesla Model S Plaid

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

2022 Tesla Model S Plaid

Appomattox, VA

Fair PriceModerate · 40
$57,00042,225 mi

Market: $55,999 – $58,714

Comparison: 40 similar vehicles

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

Appomattox, VA

2025 Volvo EX90 Ultra

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

2025 Volvo EX90 Ultra

Lynchburg, VA

Fair PriceLimited · 15
$60,47012,893 mi

Market: $54,788 – $61,243

Comparison: 15 similar vehicles

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

Lynchburg, VA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Bedford, VA

Fair PriceModerate · 33
$66,588Mileage not verified

Market: $55,800 – $78,445

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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