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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 22, 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

402 listings found

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Waukegan, IL

UnscoredLimited · 6
$1,700Mileage not verified

Comparison: 6 similar vehicles

Waukegan, IL

2014 Toyota Prius Five

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

2014 Toyota Prius Five

Waukegan, IL

UnscoredInsufficient · 0
$2,900Mileage not verified

Waukegan, IL

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Lake Geneva, WI

UnscoredLimited · 7
$3,950215,418 mi

Comparison: 7 similar vehicles

Lake Geneva, WI

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Zion, IL

UnscoredInsufficient · 3
$3,999167,312 mi

Comparison: 3 similar vehicles

Zion, IL

2013 Toyota Prius One

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

2013 Toyota Prius One

Glenview, IL

UnscoredLimited · 5
$4,600254,900 mi

Comparison: 5 similar vehicles

Glenview, IL

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Waukegan, IL

UnscoredInsufficient · 0
$4,900143,296 mi

Waukegan, IL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Lake In The Hills, IL

UnscoredLimited · 5
$5,000212,453 mi

Comparison: 5 similar vehicles

Lake In The Hills, IL

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Kenosha, WI

UnscoredLimited · 11
$5,190193,889 mi

Comparison: 11 similar vehicles

Kenosha, WI

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Racine, WI

UnscoredLimited · 5
$5,246209,893 mi

Comparison: 5 similar vehicles

Racine, WI

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Skokie, IL

UnscoredInsufficient · 4
$5,500132,250 mi

Comparison: 4 similar vehicles

Skokie, IL

2015 Ford Fusion Hybrid S

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

2015 Ford Fusion Hybrid S

Glenview, IL

UnscoredInsufficient · 0
$5,900187,700 mi

Glenview, IL

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Muskego, WI

UnscoredInsufficient · 3
$5,995202,632 mi

Comparison: 3 similar vehicles

Muskego, WI

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Milwaukee, WI

UnscoredInsufficient · 0
$6,490180,994 mi

Milwaukee, WI

2010 Toyota Prius I

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

2010 Toyota Prius I

Kenosha, WI

UnscoredLimited · 9
$6,851185,479 mi

Comparison: 9 similar vehicles

Kenosha, WI

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Ingleside, IL

UnscoredLimited · 14
$6,900149,789 mi

Comparison: 14 similar vehicles

Ingleside, IL

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Waukegan, IL

UnscoredInsufficient · 3
$6,955135,224 mi

Comparison: 3 similar vehicles

Waukegan, IL

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Waukegan, IL

UnscoredInsufficient · 3
$6,955161,484 mi

Comparison: 3 similar vehicles

Waukegan, IL

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Kenosha, WI

OverpricedLimited · 11
$6,999191,532 mi

Market: $5,190 – $6,995

Comparison: 11 similar vehicles

Kenosha, WI

2013 Toyota Prius Persona Series

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

2013 Toyota Prius Persona Series

Kenosha, WI

UnscoredInsufficient · 4
$7,190181,472 mi

Comparison: 4 similar vehicles

Kenosha, WI

2011 Toyota Prius II

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

2011 Toyota Prius II

Skokie, IL

UnscoredLimited · 12
$7,495161,869 mi

Comparison: 12 similar vehicles

Skokie, IL

2010 Toyota Prius III

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

2010 Toyota Prius III

East Dundee, IL

UnscoredInsufficient · 4
$7,750129,234 mi

Comparison: 4 similar vehicles

East Dundee, IL

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Des Plaines, IL

UnscoredInsufficient · 3
$7,999137,753 mi

Comparison: 3 similar vehicles

Des Plaines, IL

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Cedarburg, WI

UnscoredLimited · 16
$7,999150,899 mi

Comparison: 16 similar vehicles

Cedarburg, WI

2013 Toyota Prius Four

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

2013 Toyota Prius Four

West Allis, WI

UnscoredInsufficient · 0
$8,079198,232 mi

West Allis, WI

2011 Toyota Prius II

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

2011 Toyota Prius II

Lincolnwood, IL

Fair PriceLimited · 12
$8,373114,149 mi

Market: $4,999 – $10,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Lincolnwood, IL

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Ingleside, IL

UnscoredLimited · 14
$8,385122,981 mi

Comparison: 14 similar vehicles

Ingleside, IL

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

Highland Park, IL

UnscoredLimited · 5
$8,97561,544 mi

Comparison: 5 similar vehicles

Highland Park, IL

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Skokie, IL

UnscoredLimited · 7
$8,995184,929 mi

Comparison: 7 similar vehicles

Skokie, IL

2010 Toyota Prius II

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

2010 Toyota Prius II

Mundelein, IL

UnscoredLimited · 17
$8,995140,224 mi

Comparison: 17 similar vehicles

Mundelein, IL

2012 Toyota Prius Four

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

2012 Toyota Prius Four

Highland Park, IL

UnscoredInsufficient · 3
$9,288151,100 mi

Comparison: 3 similar vehicles

Highland Park, IL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Fox Lake, IL

UnscoredLimited · 5
$9,325169,426 mi

Comparison: 5 similar vehicles

Fox Lake, IL

2017 Kia Niro EX

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

2017 Kia Niro EX

Libertyville, IL

UnscoredInsufficient · 3
$9,480115,875 mi

Comparison: 3 similar vehicles

Libertyville, IL

2017 Chrysler Pacifica Hybrid Premium

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

2017 Chrysler Pacifica Hybrid Premium

Waukegan, IL

UnscoredInsufficient · 0
$9,488162,100 mi

Waukegan, IL

2010 Toyota Prius III

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

2010 Toyota Prius III

Arlington Heights, IL

UnscoredInsufficient · 4
$9,990121,000 mi

Comparison: 4 similar vehicles

Arlington Heights, IL

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

Skokie, IL

UnscoredLimited · 6
$9,995123,081 mi

Comparison: 6 similar vehicles

Skokie, IL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Glenview, IL

UnscoredLimited · 5
$9,995120,000 mi

Comparison: 5 similar vehicles

Glenview, IL

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Skokie, IL

UnscoredLimited · 5
$10,495113,606 mi

Comparison: 5 similar vehicles

Skokie, IL

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Waukesha, WI

UnscoredInsufficient · 0
$10,990121,551 mi

Waukesha, WI

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

Waukegan, IL

UnscoredInsufficient · 3
$10,99990,365 mi

Comparison: 3 similar vehicles

Waukegan, IL

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Des Plaines, IL

UnscoredLimited · 8
$11,122137,301 mi

Comparison: 8 similar vehicles

Des Plaines, IL

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Des Plaines, IL

UnscoredInsufficient · 3
$11,908119,648 mi

Comparison: 3 similar vehicles

Des Plaines, IL

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Milwaukee, WI

UnscoredModerate · 27
$11,995130,653 mi

Comparison: 27 similar vehicles

Milwaukee, WI

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

Crystal Lake, IL

UnscoredInsufficient · 3
$12,454103,391 mi

Comparison: 3 similar vehicles

Crystal Lake, IL

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

Schaumburg, IL

UnscoredInsufficient · 3
$12,90080,058 mi

Comparison: 3 similar vehicles

Schaumburg, IL

2018 Toyota Prius Four

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

2018 Toyota Prius Four

West Allis, WI

UnscoredLimited · 9
$12,999149,959 mi

Comparison: 9 similar vehicles

West Allis, WI

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Crystal Lake, IL

Fair PriceLimited · 17
$13,45494,123 mi

Market: $8,399 – $17,590

Comparison: 17 similar vehicles

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

Crystal Lake, IL

2022 Kia Niro Touring SE

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

2022 Kia Niro Touring SE

Des Plaines, IL

UnscoredInsufficient · 0
$13,490128,615 mi

Des Plaines, IL

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

Northbrook, IL

UnscoredLimited · 5
$13,49574,051 mi

Comparison: 5 similar vehicles

Northbrook, IL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Hoffman Estates, IL

UnscoredLimited · 6
$13,590120,200 mi

Comparison: 6 similar vehicles

Hoffman Estates, IL

2017 Kia Niro EX

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

2017 Kia Niro EX

Rolling Meadows, IL

UnscoredInsufficient · 4
$13,90063,616 mi

Comparison: 4 similar vehicles

Rolling Meadows, IL

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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