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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 21, 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

397 listings found

2011 Nissan LEAF SV

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

2011 Nissan LEAF SV

Boalsburg, PA

UnscoredInsufficient · 0
$4,20050,552 mi

Boalsburg, PA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Harrisburg, PA

UnscoredInsufficient · 0
$7,00016,400 mi

Harrisburg, 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

Ephrata, PA

UnscoredInsufficient · 0
$11,99551,608 mi

Ephrata, PA

2019 Nissan Leaf S Plus

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

2019 Nissan Leaf S Plus

Fayetteville, PA

UnscoredInsufficient · 0
$12,90070,190 mi

Fayetteville, 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

UnscoredInsufficient · 3
$14,12960,326 mi

Comparison: 3 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

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

UnscoredInsufficient · 4
$15,900126,720 mi

Comparison: 4 similar vehicles

Akron, 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

Gettysburg, PA

UnscoredInsufficient · 0
$15,96532,745 mi

Gettysburg, 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

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

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 · 32 days listed (based on current market benchmarks)

Lebanon, 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 · 67
$19,48099,155 mi

Market: $6,900 – $25,000

Comparison: 67 similar vehicles

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

Harrisburg, 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

East Petersburg, PA

UnscoredInsufficient · 4
$19,90858,789 mi

Comparison: 4 similar vehicles

East Petersburg, 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 · 65
$19,99939,304 mi

Market: $18,795 – $23,777

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 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 · 21
$19,99943,188 mi

Market: $18,795 – $23,102

Comparison: 21 similar vehicles

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

Lebanon, PA

2016 Tesla Model S P100D

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

2016 Tesla Model S P100D

Gettysburg, PA

UnscoredInsufficient · 0
$20,000103,776 mi

Gettysburg, 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 · 33
$20,38532,535 mi

Market: $19,394 – $22,306

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 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 PriceLimited · 10
$20,48049,652 mi

Market: $18,900 – $20,998

Comparison: 10 similar vehicles

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

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

Ephrata, PA

UnscoredInsufficient · 3
$20,60059,454 mi

Comparison: 3 similar vehicles

Ephrata, PA

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

Mechanicsburg, PA

UnscoredInsufficient · 3
$20,990108,456 mi

Comparison: 3 similar vehicles

Mechanicsburg, 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 · 65
$20,99939,992 mi

Market: $18,795 – $23,777

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 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 PriceRobust · 65
$20,99939,392 mi

Market: $18,795 – $23,777

Comparison: 65 similar vehicles

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

Lebanon, 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

Mechanicsburg, PA

Fair PriceRobust · 83
$21,270110,918 mi

Market: $13,999 – $33,500

Comparison: 83 similar vehicles

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

Mechanicsburg, 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 · 28
$21,90032,511 mi

Market: $19,980 – $24,998

Comparison: 28 similar vehicles

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

Ephrata, 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 PriceLimited · 19
$21,900104,206 mi

Market: $19,450 – $28,444

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Ephrata, 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

Lebanon, PA

UnscoredLimited · 6
$21,99927,403 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

Lebanon, PA

Fair PriceModerate · 21
$21,99940,716 mi

Market: $18,795 – $23,102

Comparison: 21 similar vehicles

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

Lebanon, 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

UnscoredInsufficient · 3
$22,74038,389 mi

Comparison: 3 similar vehicles

Dillsburg, 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 S

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

2023 Volkswagen ID.4 S

Mechanicsburg, PA

UnscoredLimited · 8
$22,99820,451 mi

Comparison: 8 similar vehicles

Mechanicsburg, PA

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

Lancaster, PA

Fair PriceRobust · 64
$23,22183,394 mi

Market: $13,450 – $28,994

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Lancaster, PA

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

York, PA

UnscoredInsufficient · 3
$23,408110,153 mi

Comparison: 3 similar vehicles

York, 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

Lancaster, PA

Fair PriceRobust · 83
$23,48924,756 mi

Market: $22,300 – $28,140

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Lancaster, 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

Manchester, PA

Fair PriceRobust · 96
$23,48929,924 mi

Market: $22,300 – $28,140

Comparison: 96 similar vehicles

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

Manchester, 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

Manchester, PA

UnscoredLimited · 9
$23,48936,929 mi

Comparison: 9 similar vehicles

Manchester, 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 · 36
$23,55851,254 mi

Market: $17,988 – $26,290

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Millersburg, 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

Dillsburg, PA

UnscoredLimited · 13
$23,74068,760 mi

Comparison: 13 similar vehicles

Dillsburg, PA

2022 Hyundai IONIQ 5 SE

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

2022 Hyundai IONIQ 5 SE

Lancaster, PA

UnscoredInsufficient · 0
$23,99823,585 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

Lebanon, PA

Fair PriceRobust · 163
$23,99925,432 mi

Market: $19,895 – $26,887

Comparison: 163 similar vehicles

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

Lebanon, PA

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

Millersburg, PA

UnscoredInsufficient · 4
$24,18129,130 mi

Comparison: 4 similar vehicles

Millersburg, 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 · 13
$24,40035,845 mi

Market: $23,822 – $24,900

Comparison: 13 similar vehicles

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

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

Ephrata, PA

UnscoredInsufficient · 4
$24,40035,405 mi

Comparison: 4 similar vehicles

Ephrata, 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

UnscoredLimited · 6
$24,40034,552 mi

Comparison: 6 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

Mechanicsburg, PA

UnscoredInsufficient · 4
$24,41030,299 mi

Comparison: 4 similar vehicles

Mechanicsburg, 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

Hanover, PA

Fair PriceLimited · 16
$24,48058,839 mi

Market: $24,450 – $26,444

Comparison: 16 similar vehicles

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

Hanover, 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

Manchester, PA

Fair PriceLimited · 19
$24,48930,008 mi

Market: $24,410 – $24,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Manchester, 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

UnscoredInsufficient · 3
$24,49029,599 mi

Comparison: 3 similar vehicles

East Petersburg, 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 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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