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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 19, 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

135 listings found

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Midlothian, VA

UnscoredInsufficient · 0
$15,99837,647 mi

Midlothian, 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

Amherst, VA

UnscoredModerate · 37
$17,999157,098 mi

Comparison: 37 similar vehicles

Amherst, 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

Midlothian, VA

Fair PriceModerate · 31
$18,99530,956 mi

Market: $18,900 – $23,777

Comparison: 31 similar vehicles

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

Midlothian, 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

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Midlothian, VA

UnscoredInsufficient · 0
$20,9959,567 mi

Midlothian, VA

2023 Hyundai IONIQ 5 SE

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

2023 Hyundai IONIQ 5 SE

Midlothian, VA

Great DealLimited · 14
$21,34937,603 mi

Market: $22,495 – $23,394

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Midlothian, 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

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Midlothian, VA

UnscoredLimited · 5
$22,49516,084 mi

Comparison: 5 similar vehicles

Midlothian, 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

Midlothian, VA

Fair PriceLimited · 18
$22,99877,569 mi

Market: $22,132 – $25,988

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Midlothian, 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

No Photo

2024 Volkswagen ID.4 S

Lynchburg, VA

UnscoredInsufficient · 0
$23,96020,051 mi

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

Midlothian, VA

UnscoredLimited · 9
$23,99512,990 mi

Comparison: 9 similar vehicles

Midlothian, VA

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Midlothian, VA

UnscoredLimited · 9
$23,99514,655 mi

Comparison: 9 similar vehicles

Midlothian, VA

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Midlothian, VA

UnscoredInsufficient · 3
$23,99533,207 mi

Comparison: 3 similar vehicles

Midlothian, VA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Richmond, VA

UnscoredLimited · 6
$24,22831,613 mi

Comparison: 6 similar vehicles

Richmond, VA

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Richmond, VA

UnscoredInsufficient · 4
$24,59823,723 mi

Comparison: 4 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

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

2026 Nissan LEAF S+

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

2026 Nissan LEAF S+

Midlothian, VA

UnscoredInsufficient · 0
$24,995Mileage not verified

Midlothian, 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 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Midlothian, VA

UnscoredInsufficient · 0
$25,9956,525 mi

Midlothian, VA

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Midlothian, VA

UnscoredInsufficient · 0
$25,99526,536 mi

Midlothian, VA

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Midlothian, VA

UnscoredInsufficient · 0
$25,99823,969 mi

Midlothian, 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

2022 Audi e-tron Premium

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

2022 Audi e-tron Premium

Midlothian, VA

UnscoredInsufficient · 0
$26,49540,223 mi

Midlothian, 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

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Richmond, VA

UnscoredLimited · 8
$26,78910,782 mi

Comparison: 8 similar vehicles

Richmond, VA

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

Richmond, VA

UnscoredInsufficient · 0
$26,8996,852 mi

Richmond, VA

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Midlothian, VA

Fair PriceLimited · 14
$26,9959,220 mi

Market: $26,888 – $30,561

Comparison: 14 similar vehicles

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

Midlothian, 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

Midlothian, VA

Fair PriceModerate · 20
$26,99559,306 mi

Market: $22,995 – $29,998

Comparison: 20 similar vehicles

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

Midlothian, 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

2025 Honda Prologue EX

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

2025 Honda Prologue EX

Richmond, VA

UnscoredInsufficient · 0
$27,1724,690 mi

Richmond, 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

2023 Volvo C40 Core

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

2023 Volvo C40 Core

Midlothian, VA

UnscoredInsufficient · 4
$27,79416,482 mi

Comparison: 4 similar vehicles

Midlothian, VA

2022 Ford Mustang Mach-E GT AWD

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

2022 Ford Mustang Mach-E GT AWD

Midlothian, VA

UnscoredInsufficient · 3
$27,99551,186 mi

Comparison: 3 similar vehicles

Midlothian, 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

2023 Hyundai IONIQ 5 Limited

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

2023 Hyundai IONIQ 5 Limited

Midlothian, VA

Fair PriceModerate · 23
$28,74949,134 mi

Market: $28,590 – $29,998

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Midlothian, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Richmond, VA

Fair PriceLimited · 19
$28,782Mileage not verified

Market: $25,751 – $34,078

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Richmond, 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

Richmond, VA

UnscoredLimited · 5
$28,87220,591 mi

Comparison: 5 similar vehicles

Richmond, VA

2022 Mercedes-Benz EQB Base

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

2022 Mercedes-Benz EQB Base

Midlothian, VA

UnscoredLimited · 8
$28,99840,850 mi

Comparison: 8 similar vehicles

Midlothian, 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

2025 Chevrolet Equinox EV RS

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

2025 Chevrolet Equinox EV RS

Midlothian, VA

UnscoredLimited · 6
$29,99822,124 mi

Comparison: 6 similar vehicles

Midlothian, VA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Richmond, VA

Fair PriceModerate · 24
$30,492Mileage not verified

Market: $30,833 – $37,207

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 131 days listed (based on current market benchmarks)

Richmond, VA

2024 Volvo C40 Ultimate

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

2024 Volvo C40 Ultimate

Midlothian, VA

UnscoredInsufficient · 0
$30,99518,637 mi

Midlothian, 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

Midlothian, VA

Fair PriceModerate · 46
$30,99534,334 mi

Market: $24,473 – $31,789

Comparison: 46 similar vehicles

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

Midlothian, 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

2025 Honda Prologue Touring

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

2025 Honda Prologue Touring

Richmond, VA

Fair PriceLimited · 17
$31,1286,160 mi

Market: $29,800 – $31,694

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Richmond, 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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