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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

203 listings found

2010 Honda Insight EX

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

2010 Honda Insight EX

Smithfield, NC

UnscoredLimited · 6
$3,499200,000 mi

Comparison: 6 similar vehicles

Smithfield, NC

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Roseboro, NC

UnscoredLimited · 11
$3,950246,712 mi

Comparison: 11 similar vehicles

Roseboro, NC

2008 Toyota Prius Base

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

2008 Toyota Prius Base

Roseboro, NC

UnscoredInsufficient · 0
$3,950191,273 mi

Roseboro, NC

2010 Honda Insight EX

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

2010 Honda Insight EX

Fuquay-Varina, NC

UnscoredLimited · 7
$4,995161,000 mi

Comparison: 7 similar vehicles

Fuquay-Varina, NC

2011 Toyota Prius II

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

2011 Toyota Prius II

Sanford, NC

UnscoredLimited · 5
$4,999190,089 mi

Comparison: 5 similar vehicles

Sanford, NC

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Smithfield, NC

UnscoredLimited · 5
$5,199197,300 mi

Comparison: 5 similar vehicles

Smithfield, NC

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Sanford, NC

UnscoredLimited · 6
$5,640193,364 mi

Comparison: 6 similar vehicles

Sanford, NC

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

Garner, NC

UnscoredLimited · 7
$5,997126,686 mi

Comparison: 7 similar vehicles

Garner, NC

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

Garner, NC

UnscoredInsufficient · 4
$5,997113,886 mi

Comparison: 4 similar vehicles

Garner, NC

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Raleigh, NC

UnscoredLimited · 12
$5,999189,775 mi

Comparison: 12 similar vehicles

Raleigh, NC

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

Morrisville, NC

UnscoredLimited · 5
$6,100146,492 mi

Comparison: 5 similar vehicles

Morrisville, NC

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Raleigh, NC

UnscoredModerate · 20
$6,461258,000 mi

Comparison: 20 similar vehicles

Raleigh, NC

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

Sanford, NC

UnscoredLimited · 6
$6,729155,371 mi

Comparison: 6 similar vehicles

Sanford, NC

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Raleigh, NC

UnscoredInsufficient · 3
$6,750153,040 mi

Comparison: 3 similar vehicles

Raleigh, NC

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Raleigh, NC

UnscoredLimited · 18
$6,777216,623 mi

Comparison: 18 similar vehicles

Raleigh, NC

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Raleigh, NC

UnscoredLimited · 12
$6,900198,127 mi

Comparison: 12 similar vehicles

Raleigh, NC

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Raleigh, NC

UnscoredInsufficient · 4
$7,164190,260 mi

Comparison: 4 similar vehicles

Raleigh, NC

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

Selma, NC

UnscoredInsufficient · 0
$7,500124,147 mi

Selma, NC

2017 Hyundai Sonata Hybrid Base

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

2017 Hyundai Sonata Hybrid Base

Garner, NC

UnscoredInsufficient · 0
$7,500132,400 mi

Garner, NC

2013 Toyota Prius One

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

2013 Toyota Prius One

Raleigh, NC

UnscoredInsufficient · 0
$7,900158,402 mi

Raleigh, NC

2019 Kia Niro EX

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

2019 Kia Niro EX

Clayton, NC

UnscoredInsufficient · 0
$7,990142,666 mi

Clayton, NC

2011 Toyota Prius I

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

2011 Toyota Prius I

Fuquay-Varina, NC

UnscoredInsufficient · 3
$7,995162,076 mi

Comparison: 3 similar vehicles

Fuquay-Varina, NC

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Garner, NC

UnscoredInsufficient · 3
$7,99864,727 mi

Comparison: 3 similar vehicles

Garner, NC

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Selma, NC

UnscoredLimited · 16
$7,999136,545 mi

Comparison: 16 similar vehicles

Selma, NC

2011 Toyota Prius III

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

2011 Toyota Prius III

Smithfield, NC

UnscoredLimited · 8
$8,250123,182 mi

Comparison: 8 similar vehicles

Smithfield, NC

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Raleigh, NC

UnscoredLimited · 9
$8,490184,680 mi

Comparison: 9 similar vehicles

Raleigh, NC

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

Raleigh, NC

Fair PriceLimited · 12
$8,499108,462 mi

Market: $6,995 – $10,699

Comparison: 12 similar vehicles

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

Raleigh, NC

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Garner, NC

UnscoredLimited · 7
$8,500148,900 mi

Comparison: 7 similar vehicles

Garner, NC

No Photo

2013 Hyundai Sonata Hybrid Limited

Sanford, NC

UnscoredLimited · 6
$8,700118,785 mi

Comparison: 6 similar vehicles

Sanford, NC

2010 Toyota Prius II

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

2010 Toyota Prius II

Raleigh, NC

UnscoredLimited · 17
$8,950130,780 mi

Comparison: 17 similar vehicles

Raleigh, NC

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Dunn, NC

UnscoredLimited · 12
$8,990160,222 mi

Comparison: 12 similar vehicles

Dunn, NC

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

Raleigh, NC

UnscoredLimited · 5
$9,498140,688 mi

Comparison: 5 similar vehicles

Raleigh, NC

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Raleigh, NC

UnscoredLimited · 5
$9,594111,185 mi

Comparison: 5 similar vehicles

Raleigh, NC

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

Raleigh, NC

UnscoredInsufficient · 0
$9,676144,943 mi

Raleigh, NC

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

Angier, NC

UnscoredModerate · 33
$9,690128,154 mi

Comparison: 33 similar vehicles

Angier, NC

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Raleigh, NC

UnscoredModerate · 38
$9,950188,211 mi

Comparison: 38 similar vehicles

Raleigh, NC

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

Smithfield, NC

UnscoredInsufficient · 0
$9,990141,332 mi

Smithfield, NC

2011 Toyota Prius III

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

2011 Toyota Prius III

Fuquay-Varina, NC

UnscoredInsufficient · 4
$9,995135,586 mi

Comparison: 4 similar vehicles

Fuquay-Varina, NC

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Raleigh, NC

UnscoredInsufficient · 3
$9,999127,106 mi

Comparison: 3 similar vehicles

Raleigh, NC

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

Wilson, NC

UnscoredModerate · 49
$10,200234,920 mi

Comparison: 49 similar vehicles

Wilson, NC

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Wendell, NC

UnscoredLimited · 7
$10,494145,000 mi

Comparison: 7 similar vehicles

Wendell, NC

2010 Toyota Prius I

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

2010 Toyota Prius I

Raleigh, NC

Fair PriceLimited · 13
$10,498112,279 mi

Market: $5,612 – $13,465

Comparison: 13 similar vehicles

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

Raleigh, NC

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Smithfield, NC

UnscoredRobust · 55
$10,500160,937 mi

Comparison: 55 similar vehicles

Smithfield, NC

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Smithfield, NC

UnscoredModerate · 23
$10,950125,654 mi

Comparison: 23 similar vehicles

Smithfield, NC

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Willow Spring, NC

UnscoredLimited · 8
$10,988142,020 mi

Comparison: 8 similar vehicles

Willow Spring, NC

2020 Kia Niro LX

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

2020 Kia Niro LX

Raleigh, NC

UnscoredInsufficient · 3
$11,149124,057 mi

Comparison: 3 similar vehicles

Raleigh, NC

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

Fayetteville, NC

UnscoredRobust · 59
$11,390132,593 mi

Comparison: 59 similar vehicles

Fayetteville, NC

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

Wendell, NC

Fair PriceModerate · 34
$11,494103,000 mi

Market: $5,999 – $17,795

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 420 days listed (based on current market benchmarks)

Wendell, NC

2021 Toyota Prius LE

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

2021 Toyota Prius LE

Raleigh, NC

UnscoredInsufficient · 0
$12,500189,218 mi

Raleigh, NC

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Cary, NC

UnscoredInsufficient · 0
$12,994156,356 mi

Cary, NC

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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