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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

86 listings found

2018 Jeep Compass Altitude

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

2018 Jeep Compass Altitude

Westfield, NJ

Fair PriceLimited · 18
$13,12965,850 mi

Market: $8,595 – $17,174

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Westfield, NJ

2016 Nissan NV Cargo S

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

2016 Nissan NV Cargo S

Westfield, NJ

UnscoredInsufficient · 3
$13,89763,680 mi

Comparison: 3 similar vehicles

Westfield, NJ

2019 Mercedes-Benz CLA CLA250

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

2019 Mercedes-Benz CLA CLA250

Westfield, NJ

Fair PriceLimited · 15
$14,50587,701 mi

Market: $10,995 – $19,995

Comparison: 15 similar vehicles

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

Westfield, NJ

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Westfield, NJ

Fair PriceRobust · 63
$16,25954,756 mi

Market: $14,688 – $22,000

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Westfield, NJ

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Westfield, NJ

UnscoredLimited · 8
$16,38969,545 mi

Comparison: 8 similar vehicles

Westfield, NJ

2019 Jeep Wrangler Sport S

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

2019 Jeep Wrangler Sport S

Westfield, NJ

Fair PriceModerate · 38
$18,38673,354 mi

Market: $14,950 – $23,977

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Westfield, NJ

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Westfield, NJ

UnscoredInsufficient · 0
$18,74842,070 mi

Westfield, NJ

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Westfield, NJ

Fair PriceModerate · 38
$20,54076,575 mi

Market: $6,895 – $34,317

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Westfield, NJ

2024 BMW 2 Series 228i

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

2024 BMW 2 Series 228i

Westfield, NJ

UnscoredInsufficient · 3
$21,48856,393 mi

Comparison: 3 similar vehicles

Westfield, NJ

2022 Audi A3 Sedan Premium

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

2022 Audi A3 Sedan Premium

Westfield, NJ

UnscoredLimited · 7
$22,06259,318 mi

Comparison: 7 similar vehicles

Westfield, NJ

2023 Honda Civic Hatchback Sport

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

2023 Honda Civic Hatchback Sport

Westfield, NJ

UnscoredLimited · 6
$22,36514,742 mi

Comparison: 6 similar vehicles

Westfield, NJ

2019 BMW X4 xDrive30i

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

2019 BMW X4 xDrive30i

Westfield, NJ

UnscoredLimited · 9
$23,30666,649 mi

Comparison: 9 similar vehicles

Westfield, NJ

2020 BMW X3 30i

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

2020 BMW X3 30i

Westfield, NJ

UnscoredLimited · 9
$24,39045,090 mi

Comparison: 9 similar vehicles

Westfield, NJ

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Westfield, NJ

UnscoredInsufficient · 4
$24,85336,507 mi

Comparison: 4 similar vehicles

Westfield, NJ

2017 Lexus RX F SPORT

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

2017 Lexus RX F SPORT

Westfield, NJ

UnscoredLimited · 5
$25,84564,762 mi

Comparison: 5 similar vehicles

Westfield, NJ

2025 Audi Q3 S Line Premium

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

2025 Audi Q3 S Line Premium

Westfield, NJ

Fair PriceModerate · 29
$26,01636,228 mi

Market: $24,394 – $27,389

Comparison: 29 similar vehicles

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

Westfield, NJ

2025 Audi Q3 S Line Premium

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

2025 Audi Q3 S Line Premium

Westfield, NJ

Fair PriceModerate · 29
$27,02931,533 mi

Market: $24,394 – $27,389

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Westfield, NJ

2021 Audi Q8 Premium

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

2021 Audi Q8 Premium

Westfield, NJ

UnscoredInsufficient · 0
$27,39094,693 mi

Westfield, NJ

2024 Acura Integra A-Spec

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

2024 Acura Integra A-Spec

Westfield, NJ

UnscoredLimited · 7
$27,97620,115 mi

Comparison: 7 similar vehicles

Westfield, NJ

2025 Mercedes-Benz CLA 250

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

2025 Mercedes-Benz CLA 250

Westfield, NJ

UnscoredLimited · 7
$28,79953,719 mi

Comparison: 7 similar vehicles

Westfield, NJ

2024 Cadillac LYRIQ Tech

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

2024 Cadillac LYRIQ Tech

Westfield, NJ

UnscoredInsufficient · 0
$28,99056,469 mi

Westfield, NJ

2020 Land Rover Range Rover HSE

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

2020 Land Rover Range Rover HSE

Westfield, NJ

Fair PriceModerate · 20
$29,34764,374 mi

Market: $24,995 – $50,890

Comparison: 20 similar vehicles

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

Westfield, NJ

2022 Maserati Levante GT

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

2022 Maserati Levante GT

Westfield, NJ

Fair PriceLimited · 12
$29,37642,268 mi

Market: $27,294 – $34,908

Comparison: 12 similar vehicles

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

Westfield, NJ

2024 BMW X1 28i

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

2024 BMW X1 28i

Westfield, NJ

UnscoredInsufficient · 0
$30,26251,704 mi

Westfield, NJ

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Westfield, NJ

Fair PriceLimited · 12
$30,53911,795 mi

Market: $26,695 – $32,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Westfield, NJ

2019 Tesla Model X Long Range

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

2019 Tesla Model X Long Range

Westfield, NJ

UnscoredInsufficient · 3
$30,79989,021 mi

Comparison: 3 similar vehicles

Westfield, NJ

2022 Audi S3 Premium Plus

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

2022 Audi S3 Premium Plus

Westfield, NJ

UnscoredInsufficient · 0
$32,39845,534 mi

Westfield, NJ

2024 BMW i4 35

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

2024 BMW i4 35

Westfield, NJ

UnscoredLimited · 6
$33,12948,182 mi

Comparison: 6 similar vehicles

Westfield, NJ

2021 BMW 3 Series M340i

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

2021 BMW 3 Series M340i

Westfield, NJ

Fair PriceModerate · 21
$33,48380,593 mi

Market: $27,995 – $38,170

Comparison: 21 similar vehicles

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

Westfield, NJ

2024 Acura MDX Base

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

2024 Acura MDX Base

Westfield, NJ

Fair PriceLimited · 16
$34,19532,409 mi

Market: $33,754 – $42,496

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Westfield, NJ

2021 Toyota RAV4 XSE

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

2021 Toyota RAV4 XSE

Westfield, NJ

Fair PriceLimited · 11
$34,28466,052 mi

Market: $21,450 – $36,590

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Westfield, NJ

2024 BMW i4 35

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

2024 BMW i4 35

Westfield, NJ

UnscoredInsufficient · 4
$35,14825,177 mi

Comparison: 4 similar vehicles

Westfield, NJ

2024 BMW 3 Series 330i

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

2024 BMW 3 Series 330i

Westfield, NJ

Fair PriceLimited · 11
$36,6109,225 mi

Market: $37,280 – $41,569

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 177 days listed (based on current market benchmarks)

Westfield, NJ

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Westfield, NJ

Fair PriceModerate · 32
$37,43227,842 mi

Market: $31,998 – $44,583

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Westfield, NJ

2025 Cadillac XT6 Luxury

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

2025 Cadillac XT6 Luxury

Westfield, NJ

UnscoredInsufficient · 0
$37,43950,382 mi

Westfield, NJ

2023 Ford Transit Passenger Van XLT

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

2023 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredInsufficient · 3
$37,79833,706 mi

Comparison: 3 similar vehicles

Westfield, NJ

2024 Toyota RAV4 Limited

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

2024 Toyota RAV4 Limited

Westfield, NJ

UnscoredInsufficient · 4
$37,82949,940 mi

Comparison: 4 similar vehicles

Westfield, NJ

2022 BMW X7 40i

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

2022 BMW X7 40i

Westfield, NJ

Fair PriceLimited · 18
$38,01463,467 mi

Market: $29,999 – $41,508

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Westfield, NJ

2023 Audi Q8 Premium Plus

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

2023 Audi Q8 Premium Plus

Westfield, NJ

Fair PriceLimited · 13
$38,07455,709 mi

Market: $32,900 – $42,397

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Westfield, NJ

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Westfield, NJ

Fair PriceRobust · 55
$38,28425,614 mi

Market: $29,977 – $42,905

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Westfield, NJ

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredLimited · 8
$39,48751,475 mi

Comparison: 8 similar vehicles

Westfield, NJ

2022 Lexus IS 350 F SPORT

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

2022 Lexus IS 350 F SPORT

Westfield, NJ

Fair PriceLimited · 10
$39,54532,343 mi

Market: $37,888 – $41,504

Comparison: 10 similar vehicles

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

Westfield, NJ

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredLimited · 8
$39,77250,878 mi

Comparison: 8 similar vehicles

Westfield, NJ

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredLimited · 8
$40,24751,268 mi

Comparison: 8 similar vehicles

Westfield, NJ

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredLimited · 7
$40,24734,464 mi

Comparison: 7 similar vehicles

Westfield, NJ

2024 Lexus NX 350

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

2024 Lexus NX 350

Westfield, NJ

Fair PriceRobust · 59
$42,02712,024 mi

Market: $36,760 – $45,670

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Westfield, NJ

2021 BMW 3 Series M340i

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

2021 BMW 3 Series M340i

Westfield, NJ

UnscoredInsufficient · 0
$42,34644,508 mi

Westfield, NJ

2024 Tesla Model Y Performance

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

2024 Tesla Model Y Performance

Westfield, NJ

UnscoredInsufficient · 3
$43,39923,775 mi

Comparison: 3 similar vehicles

Westfield, NJ

2025 Ford Transit Passenger Van XLT

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

2025 Ford Transit Passenger Van XLT

Westfield, NJ

UnscoredLimited · 6
$43,58654,817 mi

Comparison: 6 similar vehicles

Westfield, NJ

2020 BMW X3 M Base

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

2020 BMW X3 M Base

Westfield, NJ

Fair PriceModerate · 30
$43,71565,508 mi

Market: $31,578 – $44,670

Comparison: 30 similar vehicles

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

Westfield, 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 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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