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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

2,437 listings found

2012 Mitsubishi i-MiEV ES

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

2012 Mitsubishi i-MiEV ES

Pennsauken Township, NJ

UnscoredInsufficient · 0
$1,99570,863 mi

Pennsauken Township, NJ

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

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

Philadelphia, PA

UnscoredRobust · 72
$6,900Mileage not verified

Comparison: 72 similar vehicles

Philadelphia, PA

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
$10,48941,554 mi

Royersford, PA

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Trooper, PA

UnscoredInsufficient · 0
$10,49952,538 mi

Trooper, PA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Philadelphia, PA

UnscoredRobust · 122
$10,500125,000 mi

Comparison: 122 similar vehicles

Philadelphia, PA

2014 Tesla Model S

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

2014 Tesla Model S

Stratford, NJ

Great DealLimited · 10
$12,495115,782 mi

Market: $14,200 – $24,998

Comparison: 10 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Stratford, NJ

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

Philadelphia, PA

UnscoredLimited · 8
$12,89576,324 mi

Comparison: 8 similar vehicles

Philadelphia, 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 · 62
$13,333125,276 mi

Comparison: 62 similar vehicles

Bethlehem, PA

2018 Tesla Model 3 Base

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

2018 Tesla Model 3 Base

Philadelphia, PA

UnscoredInsufficient · 0
$13,995116,496 mi

Philadelphia, PA

2021 Hyundai Kona EV SEL

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

2021 Hyundai Kona EV SEL

Philadelphia, PA

UnscoredInsufficient · 4
$13,99977,716 mi

Comparison: 4 similar vehicles

Philadelphia, 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

Philadelphia, PA

UnscoredLimited · 6
$14,995100,970 mi

Comparison: 6 similar vehicles

Philadelphia, PA

2019 Nissan Leaf SL Plus

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

2019 Nissan Leaf SL Plus

Abington, PA

UnscoredInsufficient · 0
$14,99826,008 mi

Abington, PA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Folsom, PA

Salvage title
$14,99977,242 mi

Folsom, PA

2019 Chevrolet Bolt EV Premier

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

2019 Chevrolet Bolt EV Premier

Paoli, PA

UnscoredLimited · 6
$15,48577,405 mi

Comparison: 6 similar vehicles

Paoli, PA

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Southampton Township, NJ

UnscoredInsufficient · 0
$15,49562,847 mi

Southampton Township, NJ

2021 Hyundai Kona EV SEL

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

2021 Hyundai Kona EV SEL

Philadelphia, PA

UnscoredInsufficient · 0
$15,49933,641 mi

Philadelphia, PA

2020 Nissan Leaf SL Plus

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

2020 Nissan Leaf SL Plus

Hamilton Township, NJ

UnscoredInsufficient · 0
$15,59435,999 mi

Hamilton Township, NJ

2023 Nissan Leaf S

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

2023 Nissan Leaf S

New Castle, DE

Fair PriceLimited · 15
$15,59928,279 mi

Market: $14,170 – $15,974

Comparison: 15 similar vehicles

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

New Castle, DE

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

Trooper, PA

UnscoredInsufficient · 0
$15,79967,555 mi

Trooper, 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

Southampton Township, NJ

UnscoredLimited · 9
$15,99595,639 mi

Comparison: 9 similar vehicles

Southampton Township, NJ

2014 Tesla Model S

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

2014 Tesla Model S

Delran, NJ

Fair PriceLimited · 10
$15,995105,100 mi

Market: $12,495 – $24,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 826 days listed (based on current market benchmarks)

Delran, NJ

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Newark, DE

UnscoredInsufficient · 0
$16,04535,528 mi

Newark, DE

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
$16,75537,530 mi

Bethlehem, PA

2022 Nissan LEAF SV Plus

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

2022 Nissan LEAF SV Plus

Ewing Township, NJ

UnscoredInsufficient · 0
$16,79833,154 mi

Ewing Township, NJ

2021 Hyundai Kona EV Ultimate

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

2021 Hyundai Kona EV Ultimate

Trooper, PA

UnscoredInsufficient · 0
$16,79953,208 mi

Trooper, 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 · 4
$16,90066,400 mi

Comparison: 4 similar vehicles

Ephrata, PA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

West Chester, PA

Fair PriceModerate · 45
$16,99019,510 mi

Market: $13,995 – $17,194

Comparison: 45 similar vehicles

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

West Chester, 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

Pottstown, PA

Fair PriceModerate · 28
$16,99037,997 mi

Market: $17,490 – $25,521

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 67 days listed (based on current market benchmarks)

Pottstown, 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

Southampton Township, NJ

UnscoredInsufficient · 0
$16,99557,566 mi

Southampton Township, 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

Folsom, PA

Great DealLimited · 16
$16,99975,650 mi

Market: $18,999 – $27,000

Comparison: 16 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

Folsom, PA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Philadelphia, PA

UnscoredInsufficient · 3
$16,999103,317 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Hamilton Township, NJ

UnscoredLimited · 6
$16,999106,065 mi

Comparison: 6 similar vehicles

Hamilton Township, NJ

2016 Tesla Model S 70

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

2016 Tesla Model S 70

Trenton, NJ

UnscoredInsufficient · 0
$17,09879,969 mi

Trenton, NJ

2022 Nissan LEAF SV Plus

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

2022 Nissan LEAF SV Plus

Conshohocken, PA

UnscoredInsufficient · 0
$17,13646,135 mi

Conshohocken, PA

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Philadelphia, PA

Fair PriceModerate · 28
$17,49597,878 mi

Market: $13,995 – $24,590

Comparison: 28 similar vehicles

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

Philadelphia, PA

2019 Audi e-tron Prestige

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

2019 Audi e-tron Prestige

Lawrence Township, NJ

UnscoredInsufficient · 0
$17,695116,876 mi

Lawrence Township, NJ

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

Trooper, PA

UnscoredLimited · 7
$17,79925,904 mi

Comparison: 7 similar vehicles

Trooper, PA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Ardmore, PA

OverpricedLimited · 14
$17,9907,001 mi

Market: $15,000 – $17,398

Comparison: 14 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Ardmore, PA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Glen Mills, PA

UnscoredInsufficient · 0
$17,99066,897 mi

Glen Mills, PA

2014 Tesla Model S

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

2014 Tesla Model S

Delanco, NJ

Fair PriceLimited · 10
$17,99090,421 mi

Market: $12,495 – $24,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Delanco, NJ

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

Philadelphia, PA

Fair PriceLimited · 17
$17,99548,329 mi

Market: $18,474 – $23,990

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Philadelphia, 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

Southampton Township, NJ

Great DealModerate · 26
$17,99541,097 mi

Market: $18,908 – $19,398

Comparison: 26 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Southampton Township, NJ

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

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 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

Chester, PA

UnscoredInsufficient · 3
$18,00041,192 mi

Comparison: 3 similar vehicles

Chester, 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

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

Warminster, PA

Fair PriceLimited · 17
$18,47447,886 mi

Market: $17,995 – $23,990

Comparison: 17 similar vehicles

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

Warminster, 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

Mount Laurel Township, NJ

UnscoredInsufficient · 0
$18,478Mileage not verified

Mount Laurel Township, NJ

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

East Windsor, NJ

UnscoredInsufficient · 4
$18,58592,742 mi

Comparison: 4 similar vehicles

East Windsor, NJ

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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