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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

144 listings found

2009 Nissan Versa S

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

2009 Nissan Versa S

Elmhurst, NY

Unscored
$2,200181,071 mi

Comparison: 13 similar vehicles

Elmhurst, NY

2003 Ford Econoline Wagon

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

2003 Ford Econoline Wagon

Elmhurst, NY

UnscoredInsufficient · 0
$2,400155,101 mi

Elmhurst, NY

2000 Toyota 4Runner SR5

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

2000 Toyota 4Runner SR5

Elmhurst, NY

Salvage title
$2,500231,333 mi

Elmhurst, NY

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Elmhurst, NY

Unscored
$2,800110,409 mi

Comparison: 12 similar vehicles

Elmhurst, NY

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Elmhurst, NY

Unscored
$3,400270,608 mi

Comparison: 8 similar vehicles

Elmhurst, NY

2014 Nissan Altima S

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

2014 Nissan Altima S

Elmhurst, NY

Unscored
$3,600100,005 mi

Comparison: 8 similar vehicles

Elmhurst, NY

2014 Honda Civic EX

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

2014 Honda Civic EX

Elmhurst, NY

Unscored
$4,200195,043 mi

Comparison: 15 similar vehicles

Elmhurst, NY

2012 Toyota Prius v Three

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

2012 Toyota Prius v Three

Elmhurst, NY

Unscored
$4,400193,176 mi

Comparison: 7 similar vehicles

Elmhurst, NY

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Elmhurst, NY

Great DealModerate · 29
$5,100107,720 mi

Market: $6,685 – $14,738

Comparison: 29 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Elmhurst, NY

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Elmhurst, NY

Unscored
$5,200228,583 mi

Comparison: 13 similar vehicles

Elmhurst, NY

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Elmhurst, NY

Unscored
$5,200100,435 mi

Comparison: 11 similar vehicles

Elmhurst, NY

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Elmhurst, NY

Great DealModerate · 39
$6,00093,362 mi

Market: $7,200 – $15,374

Comparison: 39 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Elmhurst, NY

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Elmhurst, NY

Unscored
$6,50089,216 mi

Comparison: 13 similar vehicles

Elmhurst, NY

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Elmhurst, NY

Unscored
$6,600100,652 mi

Comparison: 22 similar vehicles

Elmhurst, NY

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Elmhurst, NY

Unscored
$6,600179,935 mi

Comparison: 11 similar vehicles

Elmhurst, NY

2013 Toyota Camry XLE Hybrid

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

2013 Toyota Camry XLE Hybrid

Elmhurst, NY

Unscored
$6,600125,004 mi

Comparison: 11 similar vehicles

Elmhurst, NY

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Elmhurst, NY

UnscoredInsufficient · 3
$6,99075,700 mi

Comparison: 3 similar vehicles

Elmhurst, NY

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Elmhurst, NY

Unscored
$7,000123,855 mi

Comparison: 26 similar vehicles

Elmhurst, NY

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Elmhurst, NY

Unscored
$7,300153,149 mi

Comparison: 14 similar vehicles

Elmhurst, NY

2012 Porsche Cayenne Base

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

2012 Porsche Cayenne Base

Elmhurst, NY

Unscored
$7,400128,090 mi

Comparison: 6 similar vehicles

Elmhurst, NY

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Elmhurst, NY

UnscoredInsufficient · 0
$7,59057,912 mi

Elmhurst, NY

2017 Dodge Durango SXT Plus

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

2017 Dodge Durango SXT Plus

Elmhurst, NY

Great DealLimited · 11
$7,800104,365 mi

Market: $8,970 – $16,495

Comparison: 11 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

Elmhurst, NY

2016 Ford Transit XL

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

2016 Ford Transit XL

Elmhurst, NY

Unscored
$8,000168,971 mi

Comparison: 16 similar vehicles

Elmhurst, NY

2020 Chevrolet Suburban LT

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

2020 Chevrolet Suburban LT

Elmhurst, NY

Unscored
$8,800213,739 mi

Comparison: 7 similar vehicles

Elmhurst, NY

2018 Honda CR-V EX-L

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

2018 Honda CR-V EX-L

Elmhurst, NY

Unscored
$8,800182,842 mi

Comparison: 73 similar vehicles

Elmhurst, NY

2012 Honda Civic LX

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

2012 Honda Civic LX

Elmhurst, NY

Unscored
$8,99088,413 mi

Comparison: 63 similar vehicles

Elmhurst, NY

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Elmhurst, NY

Unscored
$9,000137,766 mi

Comparison: 75 similar vehicles

Elmhurst, NY

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Elmhurst, NY

Fair PriceRobust · 70
$9,400101,940 mi

Market: $6,500 – $19,900

Comparison: 70 similar vehicles

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

Elmhurst, NY

2024 Nissan Altima S

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

2024 Nissan Altima S

Elmhurst, NY

UnscoredInsufficient · 4
$9,500123,380 mi

Comparison: 4 similar vehicles

Elmhurst, NY

2017 INFINITI Q50 Signature Edition

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

2017 INFINITI Q50 Signature Edition

Elmhurst, NY

Unscored
$9,600104,969 mi

Comparison: 6 similar vehicles

Elmhurst, NY

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Elmhurst, NY

Unscored
$9,99080,026 mi

Comparison: 11 similar vehicles

Elmhurst, NY

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Elmhurst, NY

UnscoredInsufficient · 3
$10,20058,775 mi

Comparison: 3 similar vehicles

Elmhurst, NY

2018 Toyota Sienna LE

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

2018 Toyota Sienna LE

Elmhurst, NY

Unscored
$10,200152,396 mi

Comparison: 7 similar vehicles

Elmhurst, NY

2014 Volkswagen Jetta SEL

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

2014 Volkswagen Jetta SEL

Elmhurst, NY

UnscoredInsufficient · 0
$10,59044,712 mi

Elmhurst, NY

2023 Nissan Murano Platinum

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

2023 Nissan Murano Platinum

Elmhurst, NY

UnscoredInsufficient · 3
$11,000157,039 mi

Comparison: 3 similar vehicles

Elmhurst, NY

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Elmhurst, NY

Great DealModerate · 39
$11,000105,135 mi

Market: $12,888 – $20,170

Comparison: 39 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 7 days listed (based on current market benchmarks)

Elmhurst, NY

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Elmhurst, NY

Great DealLimited · 13
$11,10050,718 mi

Market: $14,999 – $18,998

Comparison: 13 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 123 days listed (based on current market benchmarks)

Elmhurst, NY

2018 RAM ProMaster Cargo Van Base

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

2018 RAM ProMaster Cargo Van Base

Elmhurst, NY

Fair PriceModerate · 20
$11,100103,443 mi

Market: $8,995 – $23,495

Comparison: 20 similar vehicles

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

Elmhurst, NY

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Elmhurst, NY

Unscored
$11,59071,434 mi

Comparison: 16 similar vehicles

Elmhurst, NY

2018 Alfa Romeo Stelvio Sport

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

2018 Alfa Romeo Stelvio Sport

Elmhurst, NY

UnscoredInsufficient · 4
$11,70064,492 mi

Comparison: 4 similar vehicles

Elmhurst, NY

2022 Kia Soul LX

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

2022 Kia Soul LX

Elmhurst, NY

Unscored
$11,99071,742 mi

Comparison: 5 similar vehicles

Elmhurst, NY

2020 Subaru Impreza Premium

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

2020 Subaru Impreza Premium

Elmhurst, NY

Unscored
$12,50082,689 mi

Comparison: 6 similar vehicles

Elmhurst, NY

2017 Toyota Sienna XLE Premium

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

2017 Toyota Sienna XLE Premium

Elmhurst, NY

Unscored
$12,590145,043 mi

Comparison: 5 similar vehicles

Elmhurst, NY

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Elmhurst, NY

Unscored
$12,59086,770 mi

Comparison: 35 similar vehicles

Elmhurst, NY

2015 Lexus RX 350

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

2015 Lexus RX 350

Elmhurst, NY

Fair PriceModerate · 34
$12,800108,038 mi

Market: $10,555 – $21,753

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Elmhurst, NY

2020 Ford Fusion Energi Titanium

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

2020 Ford Fusion Energi Titanium

Elmhurst, NY

Unscored
$12,99075,047 mi

Comparison: 14 similar vehicles

Elmhurst, NY

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Elmhurst, NY

Unscored
$12,99075,420 mi

Comparison: 75 similar vehicles

Elmhurst, NY

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Elmhurst, NY

Unscored
$12,990100,412 mi

Comparison: 16 similar vehicles

Elmhurst, NY

2018 BMW X1 28i

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

2018 BMW X1 28i

Elmhurst, NY

Unscored
$12,99080,307 mi

Comparison: 27 similar vehicles

Elmhurst, NY

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Elmhurst, NY

Fair PriceModerate · 26
$13,00085,204 mi

Market: $10,499 – $22,794

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Elmhurst, NY

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.
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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