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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 23, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

185 listings found

2014 Hyundai Sonata Hybrid Base

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

2014 Hyundai Sonata Hybrid Base

Hasbrouck Heights, NJ

UnscoredInsufficient · 3
$3,700125,959 mi

Comparison: 3 similar vehicles

Hasbrouck Heights, NJ

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Katonah, NY

UnscoredLimited · 6
$4,900132,796 mi

Comparison: 6 similar vehicles

Katonah, NY

2011 Toyota Prius I

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

2011 Toyota Prius I

Hasbrouck Heights, NJ

UnscoredLimited · 18
$4,950160,874 mi

Comparison: 18 similar vehicles

Hasbrouck Heights, NJ

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Franklin, NJ

UnscoredLimited · 11
$5,299140,697 mi

Comparison: 11 similar vehicles

Franklin, NJ

2010 Toyota Prius II

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

2010 Toyota Prius II

Hasbrouck Heights, NJ

UnscoredLimited · 8
$5,450169,329 mi

Comparison: 8 similar vehicles

Hasbrouck Heights, NJ

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Wanaque, NJ

UnscoredModerate · 42
$5,890205,653 mi

Comparison: 42 similar vehicles

Wanaque, NJ

2010 Toyota Prius I

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

2010 Toyota Prius I

Paterson, NJ

UnscoredModerate · 28
$5,995173,340 mi

Comparison: 28 similar vehicles

Paterson, NJ

2010 Toyota Prius III

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

2010 Toyota Prius III

Mine Hill Township, NJ

UnscoredLimited · 5
$5,999117,626 mi

Comparison: 5 similar vehicles

Mine Hill Township, NJ

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Yonkers, NY

Fair PriceModerate · 20
$5,999Mileage not verified

Market: $2,696 – $10,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1238 days listed (based on current market benchmarks)

Yonkers, NY

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Yonkers, NY

UnscoredLimited · 6
$5,999Mileage not verified

Comparison: 6 similar vehicles

Yonkers, NY

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Yonkers, NY

Fair PriceLimited · 12
$5,999Mileage not verified

Market: $3,495 – $7,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1473 days listed (based on current market benchmarks)

Yonkers, NY

2018 Hyundai Sonata Hybrid SE

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

2018 Hyundai Sonata Hybrid SE

Paterson, NJ

UnscoredInsufficient · 0
$6,699153,000 mi

Paterson, NJ

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Bloomfield, NJ

UnscoredModerate · 26
$6,995150,544 mi

Comparison: 26 similar vehicles

Bloomfield, NJ

2012 Hyundai Sonata Hybrid Base

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

2012 Hyundai Sonata Hybrid Base

Paterson, NJ

UnscoredLimited · 5
$6,995137,750 mi

Comparison: 5 similar vehicles

Paterson, NJ

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Slate Hill, NY

UnscoredLimited · 6
$6,995141,011 mi

Comparison: 6 similar vehicles

Slate Hill, NY

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Hasbrouck Heights, NJ

UnscoredInsufficient · 3
$7,500146,860 mi

Comparison: 3 similar vehicles

Hasbrouck Heights, NJ

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Yonkers, NY

OverpricedLimited · 17
$7,995153,803 mi

Market: $1,750 – $6,298

Comparison: 17 similar vehicles

Priced ~27% above the typical market range for similar vehicles (based on current market benchmarks)

Yonkers, NY

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Yonkers, NY

OverpricedLimited · 11
$7,999107,940 mi

Market: $2,990 – $6,995

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Yonkers, NY

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Peekskill, NY

UnscoredLimited · 9
$8,000253,536 mi

Comparison: 9 similar vehicles

Peekskill, NY

2010 Toyota Prius IV

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

2010 Toyota Prius IV

East Stroudsburg, PA

UnscoredLimited · 13
$8,480125,302 mi

Comparison: 13 similar vehicles

East Stroudsburg, PA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Mahopac, NY

UnscoredModerate · 43
$8,495125,967 mi

Comparison: 43 similar vehicles

Mahopac, NY

2010 Toyota Prius II

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

2010 Toyota Prius II

Tillson, NY

Fair PriceRobust · 57
$8,900115,776 mi

Market: $2,850 – $10,388

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Tillson, NY

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Paterson, NJ

UnscoredLimited · 6
$8,98592,017 mi

Comparison: 6 similar vehicles

Paterson, NJ

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Ramsey, NJ

UnscoredLimited · 7
$8,99480,977 mi

Comparison: 7 similar vehicles

Ramsey, NJ

2013 Toyota Prius Three

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

2013 Toyota Prius Three

South Hackensack, NJ

UnscoredLimited · 6
$8,995110,836 mi

Comparison: 6 similar vehicles

South Hackensack, NJ

2016 Toyota Prius Two Eco

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

2016 Toyota Prius Two Eco

Paterson, NJ

UnscoredInsufficient · 0
$8,997165,242 mi

Paterson, NJ

2018 Kia Niro EX Premium

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

2018 Kia Niro EX Premium

Hasbrouck Heights, NJ

UnscoredInsufficient · 0
$8,999131,130 mi

Hasbrouck Heights, NJ

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Hasbrouck Heights, NJ

UnscoredLimited · 19
$8,999150,286 mi

Comparison: 19 similar vehicles

Hasbrouck Heights, NJ

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Hasbrouck Heights, NJ

UnscoredLimited · 6
$10,33383,385 mi

Comparison: 6 similar vehicles

Hasbrouck Heights, NJ

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Highland, NY

UnscoredLimited · 9
$10,500169,723 mi

Comparison: 9 similar vehicles

Highland, NY

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Mountain Lakes, NJ

UnscoredInsufficient · 3
$10,790116,496 mi

Comparison: 3 similar vehicles

Mountain Lakes, NJ

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Paterson, NJ

UnscoredLimited · 5
$10,90067,588 mi

Comparison: 5 similar vehicles

Paterson, NJ

2020 Toyota Prius Prime LE

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

2020 Toyota Prius Prime LE

Hasbrouck Heights, NJ

UnscoredInsufficient · 0
$10,980177,343 mi

Hasbrouck Heights, NJ

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Hasbrouck Heights, NJ

UnscoredLimited · 9
$11,995156,894 mi

Comparison: 9 similar vehicles

Hasbrouck Heights, NJ

2019 Ford Fusion Hybrid Titanium

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

2019 Ford Fusion Hybrid Titanium

Little Ferry, NJ

UnscoredInsufficient · 4
$12,044115,676 mi

Comparison: 4 similar vehicles

Little Ferry, NJ

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Paramus, NJ

UnscoredInsufficient · 4
$12,15070,971 mi

Comparison: 4 similar vehicles

Paramus, NJ

2015 Toyota Prius Three

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

2015 Toyota Prius Three

East Stroudsburg, PA

Fair PriceLimited · 19
$12,370106,895 mi

Market: $8,999 – $17,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

East Stroudsburg, PA

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Paterson, NJ

UnscoredLimited · 9
$12,500153,519 mi

Comparison: 9 similar vehicles

Paterson, NJ

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Wantage, NJ

UnscoredLimited · 6
$12,79954,564 mi

Comparison: 6 similar vehicles

Wantage, NJ

2017 Toyota Prius Prime Premium

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

2017 Toyota Prius Prime Premium

Paterson, NJ

UnscoredRobust · 62
$12,900123,694 mi

Comparison: 62 similar vehicles

Paterson, NJ

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Wantage, NJ

Fair PriceLimited · 13
$13,09922,939 mi

Market: $10,999 – $18,081

Comparison: 13 similar vehicles

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

Wantage, NJ

2014 Toyota Prius Five

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

2014 Toyota Prius Five

Parsippany-Troy Hills, NJ

UnscoredInsufficient · 0
$14,14072,267 mi

Parsippany-Troy Hills, NJ

2018 Chrysler Pacifica Hybrid Touring Plus

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

2018 Chrysler Pacifica Hybrid Touring Plus

Wantage, NJ

UnscoredInsufficient · 0
$14,79963,296 mi

Wantage, NJ

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Wappingers Falls, NY

UnscoredInsufficient · 3
$14,99564,741 mi

Comparison: 3 similar vehicles

Wappingers Falls, NY

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Wayne, NJ

Fair PriceModerate · 27
$14,99891,160 mi

Market: $6,950 – $15,999

Comparison: 27 similar vehicles

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

Wayne, NJ

2019 Honda Insight EX

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

2019 Honda Insight EX

Mahopac, NY

Fair PriceModerate · 23
$15,495108,289 mi

Market: $10,900 – $21,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Mahopac, NY

2017 Chrysler Pacifica Hybrid Touring Plus

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

2017 Chrysler Pacifica Hybrid Touring Plus

Ramsey, NJ

UnscoredInsufficient · 0
$15,61658,376 mi

Ramsey, NJ

2019 Kia Niro EX

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

2019 Kia Niro EX

Riverdale, NJ

UnscoredLimited · 5
$15,89867,261 mi

Comparison: 5 similar vehicles

Riverdale, NJ

2011 Toyota Prius II

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

2011 Toyota Prius II

Kerhonkson, NY

OverpricedModerate · 27
$15,995109,110 mi

Market: $2,995 – $10,985

Comparison: 27 similar vehicles

Priced ~46% above the typical market range for similar vehicles (based on current market benchmarks)

Kerhonkson, NY

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Wappingers Falls, NY

Fair PriceLimited · 10
$16,42541,552 mi

Market: $10,995 – $19,447

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Wappingers Falls, 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. 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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