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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

1,090 listings found

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Pen Argyl, PA

UnscoredInsufficient · 4
$5,99574,269 mi

Comparison: 4 similar vehicles

Pen Argyl, PA

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Easton, PA

UnscoredInsufficient · 4
$5,99562,842 mi

Comparison: 4 similar vehicles

Easton, PA

2015 BMW i3 Giga World

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

2015 BMW i3 Giga World

Hamburg, NJ

UnscoredInsufficient · 0
$6,99534,692 mi

Hamburg, NJ

2013 Tesla Model S

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

2013 Tesla Model S

Somerville, NJ

UnscoredLimited · 9
$13,11575,536 mi

Comparison: 9 similar vehicles

Somerville, NJ

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 · 53
$13,333125,276 mi

Comparison: 53 similar vehicles

Bethlehem, PA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Denville, NJ

UnscoredLimited · 7
$14,99524,192 mi

Comparison: 7 similar vehicles

Denville, NJ

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Stroudsburg, PA

UnscoredLimited · 8
$15,785106,812 mi

Comparison: 8 similar vehicles

Stroudsburg, PA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Royersford, PA

Fair PriceModerate · 44
$15,99919,510 mi

Market: $13,995 – $17,194

Comparison: 44 similar vehicles

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

Royersford, 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

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Allentown, PA

UnscoredLimited · 7
$16,8989,465 mi

Comparison: 7 similar vehicles

Allentown, 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

Honesdale, PA

UnscoredLimited · 6
$16,91426,959 mi

Comparison: 6 similar vehicles

Honesdale, 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

Bridgewater, NJ

UnscoredLimited · 18
$16,98079,632 mi

Comparison: 18 similar vehicles

Bridgewater, NJ

2022 Nissan LEAF SL Plus

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

2022 Nissan LEAF SL Plus

Bartonsville, PA

UnscoredInsufficient · 0
$17,50016,780 mi

Bartonsville, PA

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

Manville, NJ

UnscoredInsufficient · 0
$17,59069,442 mi

Manville, NJ

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

Hazle Township, 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 · 31 days listed (based on current market benchmarks)

Hazle Township, PA

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

Scranton, PA

UnscoredInsufficient · 4
$17,9503,874 mi

Comparison: 4 similar vehicles

Scranton, PA

2020 Hyundai IONIQ Limited

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

2020 Hyundai IONIQ Limited

Easton, PA

UnscoredInsufficient · 0
$17,99833,035 mi

Easton, 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

Sellersville, PA

UnscoredInsufficient · 0
$18,44028,820 mi

Sellersville, 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 · 56
$18,795120,843 mi

Comparison: 56 similar vehicles

Bethlehem, PA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Hackettstown, NJ

UnscoredLimited · 7
$18,97827,970 mi

Comparison: 7 similar vehicles

Hackettstown, NJ

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

Manville, NJ

Fair PriceLimited · 15
$18,99089,278 mi

Market: $13,794 – $19,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Manville, NJ

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

Somerville, NJ

Fair PriceLimited · 12
$19,06183,050 mi

Market: $18,799 – $24,990

Comparison: 12 similar vehicles

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

Somerville, NJ

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

Stroudsburg, PA

Fair PriceLimited · 13
$19,09523,756 mi

Market: $15,675 – $19,490

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Stroudsburg, 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 · 230 days listed (based on current market benchmarks)

Leesport, 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

Easton, PA

Fair PriceLimited · 16
$19,49523,167 mi

Market: $14,999 – $21,545

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Easton, 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

Wantage, NJ

Fair PriceModerate · 20
$19,599116,900 mi

Market: $11,999 – $28,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Wantage, NJ

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 · 58
$19,795117,236 mi

Market: $16,966 – $26,184

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 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 · 53 days listed (based on current market benchmarks)

Allentown, PA

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Doylestown, PA

UnscoredInsufficient · 0
$19,95052,145 mi

Doylestown, 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

Doylestown, PA

UnscoredLimited · 7
$19,95051,284 mi

Comparison: 7 similar vehicles

Doylestown, 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

Manville, NJ

UnscoredInsufficient · 3
$19,99063,818 mi

Comparison: 3 similar vehicles

Manville, NJ

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Honesdale, PA

UnscoredLimited · 8
$19,99045,560 mi

Comparison: 8 similar vehicles

Honesdale, 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

Manville, NJ

OverpricedLimited · 15
$19,99076,227 mi

Market: $13,794 – $18,990

Comparison: 15 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Manville, NJ

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

Manville, NJ

Fair PriceLimited · 13
$19,990103,795 mi

Market: $15,999 – $25,990

Comparison: 13 similar vehicles

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

Manville, NJ

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

Manville, NJ

UnscoredLimited · 7
$19,99091,711 mi

Comparison: 7 similar vehicles

Manville, NJ

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 PriceLimited · 15
$19,995112,053 mi

Market: $20,571 – $27,390

Comparison: 15 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)

Catasauqua, 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

Flemington, NJ

Great DealModerate · 21
$20,38430,386 mi

Market: $21,223 – $22,800

Comparison: 21 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Flemington, NJ

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
$20,50046,767 mi

Reading, 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

Easton, PA

UnscoredLimited · 6
$20,89562,446 mi

Comparison: 6 similar vehicles

Easton, 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

Montgomeryville, PA

UnscoredLimited · 9
$20,989114,869 mi

Comparison: 9 similar vehicles

Montgomeryville, PA

2023 Fisker Ocean One

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

2023 Fisker Ocean One

Bethlehem, PA

UnscoredInsufficient · 0
$20,9958,853 mi

Bethlehem, 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 · 7
$20,995120,900 mi

Comparison: 7 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 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

Port Jervis, NY

UnscoredInsufficient · 0
$21,00014,815 mi

Port Jervis, NY

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

Rockaway, NJ

UnscoredLimited · 5
$21,39326,921 mi

Comparison: 5 similar vehicles

Rockaway, NJ

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

Hackettstown, NJ

UnscoredInsufficient · 4
$21,54525,272 mi

Comparison: 4 similar vehicles

Hackettstown, NJ

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

Rockaway, NJ

Fair PriceModerate · 49
$21,69035,870 mi

Market: $18,894 – $23,777

Comparison: 49 similar vehicles

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

Rockaway, NJ

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

UnscoredRobust · 51
$21,695127,050 mi

Comparison: 51 similar vehicles

Bethlehem, PA

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Morristown, NJ

UnscoredLimited · 8
$21,89433,397 mi

Comparison: 8 similar vehicles

Morristown, NJ

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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