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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 12, 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

455 listings found

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

Ephrata, PA

UnscoredInsufficient · 0
$11,99551,609 mi

Ephrata, 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

2017 Chevrolet Bolt EV LT

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

2017 Chevrolet Bolt EV LT

Williamsport, PA

UnscoredInsufficient · 0
$15,90027,219 mi

Williamsport, PA

2016 Tesla Model S 90D

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

2016 Tesla Model S 90D

Akron, PA

Unscored
$15,900121,982 mi

Comparison: 17 similar vehicles

Akron, PA

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

Williamsport, PA

UnscoredInsufficient · 0
$16,90043,368 mi

Williamsport, 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

Dillsburg, PA

UnscoredInsufficient · 3
$17,99062,292 mi

Comparison: 3 similar vehicles

Dillsburg, PA

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Mechanicsburg, PA

Fair PriceModerate · 38
$18,48983,683 mi

Market: $11,999 – $18,716

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Mechanicsburg, 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
$18,51046,767 mi

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

Lebanon, PA

Unscored
$18,99957,156 mi

Comparison: 6 similar vehicles

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

Leesport, PA

Unscored
$19,47056,567 mi

Comparison: 6 similar vehicles

Leesport, PA

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Mechanicsburg, PA

Unscored
$19,48532,535 mi

Comparison: 5 similar vehicles

Mechanicsburg, PA

2019 Tesla Model 3 Mid Range

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

2019 Tesla Model 3 Mid Range

Palmyra, PA

Fair PriceLimited · 12
$19,79077,423 mi

Market: $14,566 – $23,749

Comparison: 12 similar vehicles

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

Palmyra, PA

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

Mechanicsburg, PA

Fair PriceLimited · 17
$19,97823,159 mi

Market: $14,999 – $22,143

Comparison: 17 similar vehicles

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

Mechanicsburg, 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

Fair PriceModerate · 23
$19,99836,697 mi

Market: $17,900 – $23,427

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lancaster, 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

Lancaster, PA

Fair PriceLimited · 10
$19,99832,273 mi

Market: $19,800 – $20,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Lancaster, PA

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

Lancaster, PA

UnscoredInsufficient · 0
$19,99956,482 mi

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

Reading, PA

Fair PriceModerate · 23
$20,01049,873 mi

Market: $20,227 – $23,299

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 35 days listed (based on current market benchmarks)

Reading, PA

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

Millersburg, PA

Fair PriceModerate · 21
$20,22751,255 mi

Market: $15,999 – $27,598

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Millersburg, 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 · 0
$20,28158,790 mi

Millersburg, 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

Millersburg, PA

UnscoredInsufficient · 0
$20,30656,759 mi

Millersburg, PA

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

Leesport, PA

Unscored
$20,46532,380 mi

Comparison: 9 similar vehicles

Leesport, 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

Lancaster, PA

Unscored
$20,48038,905 mi

Comparison: 8 similar vehicles

Lancaster, 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 · 26
$20,90032,511 mi

Market: $19,995 – $23,800

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Ephrata, PA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Mechanicsburg, PA

Unscored
$20,99834,388 mi

Comparison: 6 similar vehicles

Mechanicsburg, 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

Fair PriceModerate · 23
$20,99836,560 mi

Market: $17,900 – $23,427

Comparison: 23 similar vehicles

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

Lancaster, PA

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Dillsburg, PA

Fair PriceModerate · 26
$21,49038,389 mi

Market: $19,995 – $23,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Dillsburg, 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
$21,64531,811 mi

Hamburg, 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

Leesport, PA

UnscoredInsufficient · 0
$21,74020,582 mi

Leesport, PA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Myerstown, PA

Unscored
$21,90064,970 mi

Comparison: 5 similar vehicles

Myerstown, PA

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

Manheim, PA

Fair PriceRobust · 133
$21,98995,635 mi

Market: $12,450 – $29,900

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Manheim, 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

UnscoredInsufficient · 3
$22,08873,702 mi

Comparison: 3 similar vehicles

Reading, PA

2021 Ford Mustang Mach-E California Route 1 RWD

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

2021 Ford Mustang Mach-E California Route 1 RWD

New Holland, PA

Unscored
$22,19680,240 mi

Comparison: 5 similar vehicles

New Holland, 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

Unscored
$22,24025,226 mi

Comparison: 7 similar vehicles

Leesport, PA

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

Millersburg, PA

Unscored
$22,25529,600 mi

Comparison: 7 similar vehicles

Millersburg, PA

2023 Nissan Ariya Venture+

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

2023 Nissan Ariya Venture+

Mechanicsburg, PA

UnscoredInsufficient · 0
$22,39822,314 mi

Mechanicsburg, PA

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Harrisburg, PA

Fair PriceLimited · 12
$22,40734,188 mi

Market: $21,991 – $23,963

Comparison: 12 similar vehicles

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

Harrisburg, PA

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

East Petersburg, PA

Unscored
$22,50030,299 mi

Comparison: 5 similar vehicles

East Petersburg, PA

2024 Toyota bZ4X XLE

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

2024 Toyota bZ4X XLE

East Petersburg, PA

Fair PriceModerate · 48
$22,83832,096 mi

Market: $21,495 – $23,388

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

East Petersburg, PA

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

Millersburg, PA

Unscored
$23,19027,123 mi

Comparison: 7 similar vehicles

Millersburg, PA

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Lancaster, PA

Fair PriceModerate · 22
$23,33933,968 mi

Market: $19,995 – $23,800

Comparison: 22 similar vehicles

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

Lancaster, PA

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

Ephrata, PA

Fair PriceLimited · 12
$23,40035,845 mi

Market: $22,500 – $23,689

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Ephrata, 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

Ephrata, PA

Unscored
$23,40019,040 mi

Comparison: 5 similar vehicles

Ephrata, PA

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

Millersburg, PA

UnscoredInsufficient · 4
$23,86619,048 mi

Comparison: 4 similar vehicles

Millersburg, PA

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Ephrata, PA

Unscored
$23,90035,210 mi

Comparison: 6 similar vehicles

Ephrata, PA

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Hamburg, PA

Unscored
$23,90034,475 mi

Comparison: 5 similar vehicles

Hamburg, PA

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

Ephrata, PA

Unscored
$23,90035,640 mi

Comparison: 6 similar vehicles

Ephrata, PA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Lancaster, PA

UnscoredInsufficient · 0
$23,9906,691 mi

Lancaster, 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

Lancaster, PA

Fair PriceRobust · 110
$23,99883,430 mi

Market: $10,450 – $29,890

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Lancaster, 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

Lebanon, PA

UnscoredInsufficient · 0
$23,99927,047 mi

Lebanon, PA

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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