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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

359 listings found

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Little Falls, MN

UnscoredInsufficient · 0
$1,950272,854 mi

Little Falls, MN

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Maple Plain, MN

UnscoredInsufficient · 0
$1,999235,785 mi

Maple Plain, MN

2002 Toyota Prius Base

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

2002 Toyota Prius Base

Alexandria, MN

UnscoredInsufficient · 0
$2,495257,000 mi

Alexandria, MN

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Lakeland, MN

UnscoredInsufficient · 0
$2,850156,992 mi

Lakeland, MN

2008 Toyota Prius

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

2008 Toyota Prius

Pine Island, MN

UnscoredInsufficient · 0
$2,895215,467 mi

Pine Island, MN

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Hastings, MN

UnscoredInsufficient · 0
$3,487281,118 mi

Hastings, MN

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Elk River, MN

UnscoredInsufficient · 0
$3,495164,389 mi

Elk River, MN

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Lino Lakes, MN

UnscoredInsufficient · 3
$4,495256,004 mi

Comparison: 3 similar vehicles

Lino Lakes, MN

2009 Toyota Prius Base

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

2009 Toyota Prius Base

Saint Paul, MN

UnscoredInsufficient · 0
$4,495186,300 mi

Saint Paul, MN

2010 Toyota Prius III

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

2010 Toyota Prius III

Rochester, MN

UnscoredInsufficient · 4
$4,999211,000 mi

Comparison: 4 similar vehicles

Rochester, MN

2010 Toyota Prius II

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

2010 Toyota Prius II

Saint Paul, MN

UnscoredInsufficient · 3
$5,898Mileage not verified

Comparison: 3 similar vehicles

Saint Paul, MN

2010 Toyota Prius II

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

2010 Toyota Prius II

Saint Paul, MN

UnscoredInsufficient · 3
$5,898Mileage not verified

Comparison: 3 similar vehicles

Saint Paul, MN

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Belle Plaine, MN

UnscoredInsufficient · 0
$5,995250,158 mi

Belle Plaine, MN

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Rochester, MN

UnscoredLimited · 10
$5,999263,985 mi

Comparison: 10 similar vehicles

Rochester, MN

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

Fergus Falls, MN

UnscoredInsufficient · 0
$6,200183,540 mi

Fergus Falls, MN

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Spring Valley, MN

UnscoredLimited · 8
$6,337235,238 mi

Comparison: 8 similar vehicles

Spring Valley, MN

2010 Toyota Prius V

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

2010 Toyota Prius V

Stacy, MN

UnscoredInsufficient · 0
$6,495183,723 mi

Stacy, MN

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Kasson, MN

UnscoredLimited · 9
$6,499151,200 mi

Comparison: 9 similar vehicles

Kasson, MN

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Shakopee, MN

UnscoredInsufficient · 0
$6,850158,389 mi

Shakopee, MN

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Brainerd, MN

UnscoredInsufficient · 0
$6,995100,921 mi

Brainerd, MN

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Columbia Heights, MN

UnscoredInsufficient · 0
$6,995216,732 mi

Columbia Heights, MN

2010 Toyota Prius III

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

2010 Toyota Prius III

Cambridge, MN

UnscoredInsufficient · 0
$6,995216,667 mi

Cambridge, MN

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

Lino Lakes, MN

UnscoredInsufficient · 0
$7,045133,451 mi

Lino Lakes, MN

2010 Toyota Prius III

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

2010 Toyota Prius III

Lino Lakes, MN

UnscoredInsufficient · 0
$7,045217,917 mi

Lino Lakes, MN

2010 Honda Insight LX

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

2010 Honda Insight LX

Vadnais Heights, MN

UnscoredInsufficient · 0
$7,250142,213 mi

Vadnais Heights, MN

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Grand Rapids, MN

UnscoredInsufficient · 0
$7,330189,775 mi

Grand Rapids, MN

2010 Toyota Prius I

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

2010 Toyota Prius I

Columbia Heights, MN

UnscoredInsufficient · 0
$7,495203,047 mi

Columbia Heights, MN

2014 Hyundai Sonata Hybrid Limited

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

2014 Hyundai Sonata Hybrid Limited

Farmington, MN

UnscoredInsufficient · 0
$7,500145,395 mi

Farmington, MN

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Austin, MN

UnscoredInsufficient · 4
$7,995181,051 mi

Comparison: 4 similar vehicles

Austin, MN

2015 Hyundai Sonata Hybrid Limited

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

2015 Hyundai Sonata Hybrid Limited

Minnetonka, MN

UnscoredInsufficient · 0
$8,209115,866 mi

Minnetonka, MN

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Farmington, MN

UnscoredInsufficient · 0
$8,450153,957 mi

Farmington, MN

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

Lino Lakes, MN

UnscoredInsufficient · 0
$8,495164,998 mi

Lino Lakes, MN

2010 Honda Insight EX

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

2010 Honda Insight EX

Columbia Heights, MN

UnscoredInsufficient · 0
$8,499114,566 mi

Columbia Heights, MN

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Golden Valley, MN

UnscoredInsufficient · 0
$8,850109,601 mi

Golden Valley, MN

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Baxter, MN

UnscoredInsufficient · 0
$8,950182,153 mi

Baxter, MN

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Maplewood, MN

UnscoredInsufficient · 0
$8,995165,159 mi

Maplewood, MN

2010 Honda Insight EX

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

2010 Honda Insight EX

Rochester, MN

UnscoredInsufficient · 3
$8,99978,000 mi

Comparison: 3 similar vehicles

Rochester, MN

2018 Ford Fusion Hybrid Titanium

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

2018 Ford Fusion Hybrid Titanium

Lino Lakes, MN

UnscoredInsufficient · 0
$9,045140,159 mi

Lino Lakes, MN

2011 Toyota Prius II

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

2011 Toyota Prius II

Bloomington, MN

UnscoredInsufficient · 0
$9,347150,674 mi

Bloomington, MN

2011 Toyota Prius II

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

2011 Toyota Prius II

Ramsey, MN

Salvage title
$9,40073,785 mi

Ramsey, MN

2017 Ford Fusion Hybrid Titanium

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

2017 Ford Fusion Hybrid Titanium

Shakopee, MN

UnscoredInsufficient · 0
$9,495124,643 mi

Shakopee, MN

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

Shakopee, MN

UnscoredInsufficient · 0
$9,49580,965 mi

Shakopee, MN

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

St. Cloud, MN

UnscoredInsufficient · 0
$9,750118,523 mi

St. Cloud, MN

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

Rochester, MN

UnscoredLimited · 6
$9,849139,598 mi

Comparison: 6 similar vehicles

Rochester, MN

2015 Ford Fusion Hybrid SE

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

2015 Ford Fusion Hybrid SE

Burnsville, MN

UnscoredInsufficient · 0
$9,99090,069 mi

Burnsville, MN

2010 Toyota Prius II

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

2010 Toyota Prius II

Burnsville, MN

Salvage title
$9,99787,608 mi

Burnsville, MN

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Saint Paul, MN

UnscoredLimited · 11
$9,998148,985 mi

Comparison: 11 similar vehicles

Saint Paul, MN

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Saint Paul, MN

UnscoredInsufficient · 0
$9,999166,335 mi

Saint Paul, MN

2010 Toyota Prius II

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

2010 Toyota Prius II

Roseville, MN

UnscoredInsufficient · 3
$10,348119,644 mi

Comparison: 3 similar vehicles

Roseville, MN

2010 Toyota Prius V

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

2010 Toyota Prius V

Eden Prairie, MN

UnscoredInsufficient · 0
$10,995122,475 mi

Eden Prairie, MN

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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