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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 18, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

717 listings found

2017 Nissan LEAF SV

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

2017 Nissan LEAF SV

Royersford, PA

UnscoredInsufficient · 0
$8,96741,554 mi

Royersford, PA

2019 Nissan Leaf S

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

2019 Nissan Leaf S

Lancaster, PA

UnscoredInsufficient · 0
$9,98742,507 mi

Lancaster, PA

2019 Nissan Leaf SV

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

2019 Nissan Leaf SV

Lancaster, PA

UnscoredLimited · 6
$9,98774,310 mi

Comparison: 6 similar vehicles

Lancaster, PA

2019 Nissan Leaf SV

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

2019 Nissan Leaf SV

Hamburg, PA

UnscoredInsufficient · 0
$11,99551,608 mi

Hamburg, PA

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

Bethlehem, PA

UnscoredRobust · 61
$13,333125,276 mi

Comparison: 61 similar vehicles

Bethlehem, PA

2021 Hyundai Kona EV Limited

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

2021 Hyundai Kona EV Limited

Millersburg, PA

UnscoredLimited · 8
$14,12960,326 mi

Comparison: 8 similar vehicles

Millersburg, PA

2015 Tesla Model S 85

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

2015 Tesla Model S 85

Jonestown, PA

UnscoredInsufficient · 0
$14,90098,005 mi

Jonestown, PA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Reading, PA

UnscoredInsufficient · 4
$15,38835,528 mi

Comparison: 4 similar vehicles

Reading, PA

2017 Tesla Model S 75D

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

2017 Tesla Model S 75D

Akron, PA

UnscoredLimited · 6
$15,900126,720 mi

Comparison: 6 similar vehicles

Akron, PA

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

Bethlehem, PA

UnscoredInsufficient · 0
$16,55537,530 mi

Bethlehem, PA

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

Ephrata, PA

UnscoredInsufficient · 3
$16,90066,400 mi

Comparison: 3 similar vehicles

Ephrata, PA

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Selinsgrove, PA

Great DealLimited · 11
$17,79013,760 mi

Market: $19,299 – $19,998

Comparison: 11 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Selinsgrove, PA

2021 Hyundai Kona EV Limited

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

2021 Hyundai Kona EV Limited

Lancaster, PA

UnscoredInsufficient · 0
$17,99846,973 mi

Lancaster, PA

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

Bethlehem, PA

UnscoredRobust · 64
$18,795120,843 mi

Comparison: 64 similar vehicles

Bethlehem, PA

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

Lebanon, PA

Fair PriceLimited · 10
$18,99957,021 mi

Market: $16,750 – $21,199

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Lebanon, PA

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Royersford, PA

UnscoredLimited · 6
$19,35251,651 mi

Comparison: 6 similar vehicles

Royersford, PA

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

Leesport, PA

Fair PriceLimited · 10
$19,47056,567 mi

Market: $16,750 – $21,199

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Leesport, PA

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

Harrisburg, PA

Fair PriceRobust · 70
$19,48099,155 mi

Market: $6,900 – $25,600

Comparison: 70 similar vehicles

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

Harrisburg, PA

2023 Hyundai Kona EV SE

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

2023 Hyundai Kona EV SE

Emmaus, PA

UnscoredInsufficient · 0
$19,78944,204 mi

Emmaus, PA

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

Bethlehem, PA

Fair PriceRobust · 61
$19,795117,236 mi

Market: $17,900 – $27,995

Comparison: 61 similar vehicles

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

Bethlehem, PA

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

Allentown, PA

Great DealModerate · 24
$19,89821,389 mi

Market: $22,250 – $24,361

Comparison: 24 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Allentown, PA

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

Millersburg, PA

UnscoredInsufficient · 3
$19,90858,789 mi

Comparison: 3 similar vehicles

Millersburg, PA

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

Catasauqua, PA

Fair PriceModerate · 21
$19,995112,053 mi

Market: $19,935 – $27,390

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Catasauqua, PA

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

Lebanon, PA

Fair PriceRobust · 64
$19,99939,304 mi

Market: $18,429 – $23,777

Comparison: 64 similar vehicles

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

Lebanon, PA

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

Lebanon, PA

Fair PriceModerate · 20
$19,99943,188 mi

Market: $18,895 – $23,102

Comparison: 20 similar vehicles

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

Lebanon, PA

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

Lancaster, PA

UnscoredInsufficient · 4
$20,48049,652 mi

Comparison: 4 similar vehicles

Lancaster, PA

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Hamburg, PA

UnscoredInsufficient · 0
$20,60059,454 mi

Hamburg, PA

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

Honey Brook, PA

UnscoredLimited · 6
$20,94630,770 mi

Comparison: 6 similar vehicles

Honey Brook, PA

2020 Jaguar I-PACE SE

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

2020 Jaguar I-PACE SE

Reading, PA

UnscoredInsufficient · 0
$20,99046,767 mi

Reading, PA

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

Bethlehem, PA

UnscoredLimited · 8
$20,995120,900 mi

Comparison: 8 similar vehicles

Bethlehem, PA

2020 Jaguar I-PACE HSE

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

2020 Jaguar I-PACE HSE

Brodheadsville, PA

UnscoredInsufficient · 0
$20,99764,463 mi

Brodheadsville, PA

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

Lebanon, PA

Fair PriceRobust · 64
$20,99939,992 mi

Market: $18,429 – $23,777

Comparison: 64 similar vehicles

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

Lebanon, PA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Reading, PA

UnscoredInsufficient · 0
$21,04551,235 mi

Reading, PA

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Reading, PA

UnscoredLimited · 18
$21,51049,873 mi

Comparison: 18 similar vehicles

Reading, PA

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

Honey Brook, PA

Great DealLimited · 14
$21,56927,234 mi

Market: $22,448 – $24,361

Comparison: 14 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Honey Brook, PA

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Bethlehem, PA

UnscoredModerate · 48
$21,695127,050 mi

Comparison: 48 similar vehicles

Bethlehem, PA

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

Ephrata, PA

UnscoredInsufficient · 0
$21,90025,056 mi

Ephrata, PA

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Ephrata, PA

Fair PriceModerate · 21
$21,90032,511 mi

Market: $19,995 – $24,998

Comparison: 21 similar vehicles

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

Ephrata, PA

2023 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

East Petersburg, PA

UnscoredInsufficient · 0
$21,90011,639 mi

East Petersburg, PA

2018 Tesla Model X 75D

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

2018 Tesla Model X 75D

Ephrata, PA

Fair PriceModerate · 20
$21,900104,206 mi

Market: $19,450 – $28,444

Comparison: 20 similar vehicles

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

Ephrata, PA

2022 Volvo C40 Ultimate

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

2022 Volvo C40 Ultimate

York, PA

UnscoredInsufficient · 0
$21,99078,038 mi

York, PA

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

Lebanon, PA

Fair PriceModerate · 20
$21,99940,716 mi

Market: $18,895 – $23,102

Comparison: 20 similar vehicles

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

Lebanon, PA

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

Reading, PA

UnscoredLimited · 9
$22,08873,702 mi

Comparison: 9 similar vehicles

Reading, PA

2025 Toyota bZ4X XLE

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

2025 Toyota bZ4X XLE

Hamburg, PA

UnscoredInsufficient · 0
$22,18531,811 mi

Hamburg, PA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Bethlehem, PA

Fair PriceModerate · 23
$22,25524,154 mi

Market: $20,750 – $23,831

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Bethlehem, PA

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

Leesport, PA

UnscoredLimited · 8
$22,44825,221 mi

Comparison: 8 similar vehicles

Leesport, PA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Hamburg, PA

Fair PriceModerate · 25
$22,90023,064 mi

Market: $20,750 – $23,831

Comparison: 25 similar vehicles

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

Hamburg, PA

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

Bethlehem, PA

UnscoredLimited · 8
$22,995100,766 mi

Comparison: 8 similar vehicles

Bethlehem, PA

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Lancaster, PA

UnscoredInsufficient · 0
$22,9987,293 mi

Lancaster, PA

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

Lancaster, PA

UnscoredInsufficient · 4
$22,99822,492 mi

Comparison: 4 similar vehicles

Lancaster, PA

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 manage their profile, 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, exports, and enhanced merchandising.
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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