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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

540 listings found

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

Houston, TX

UnscoredInsufficient · 3
$2,950189,141 mi

Comparison: 3 similar vehicles

Houston, TX

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

Houston, TX

UnscoredInsufficient · 0
$3,995204,845 mi

Houston, TX

2011 Toyota Prius II

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

2011 Toyota Prius II

Houston, TX

UnscoredLimited · 7
$4,345209,497 mi

Comparison: 7 similar vehicles

Houston, TX

2010 Toyota Prius V

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

2010 Toyota Prius V

Houston, TX

UnscoredInsufficient · 0
$4,495198,928 mi

Houston, TX

2011 Toyota Prius III

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

2011 Toyota Prius III

Houston, TX

UnscoredLimited · 7
$4,750184,513 mi

Comparison: 7 similar vehicles

Houston, TX

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Houston, TX

UnscoredLimited · 8
$5,495194,753 mi

Comparison: 8 similar vehicles

Houston, TX

2010 Honda Insight EX

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

2010 Honda Insight EX

Houston, TX

UnscoredInsufficient · 4
$5,499131,000 mi

Comparison: 4 similar vehicles

Houston, TX

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Houston, TX

UnscoredInsufficient · 0
$5,600145,000 mi

Houston, TX

2012 Honda Insight LX

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

2012 Honda Insight LX

Houston, TX

UnscoredInsufficient · 0
$6,000167,394 mi

Houston, TX

2012 Honda Insight EX

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

2012 Honda Insight EX

Houston, TX

UnscoredInsufficient · 0
$6,000143,449 mi

Houston, TX

2010 Toyota Prius II

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

2010 Toyota Prius II

Houston, TX

UnscoredInsufficient · 4
$6,000137,000 mi

Comparison: 4 similar vehicles

Houston, TX

2019 Kia Niro LX

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

2019 Kia Niro LX

Houston, TX

UnscoredLimited · 10
$6,182133,153 mi

Comparison: 10 similar vehicles

Houston, TX

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Houston, TX

UnscoredInsufficient · 0
$6,215156,258 mi

Houston, TX

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

Jersey Village, TX

UnscoredInsufficient · 0
$6,222166,648 mi

Jersey Village, TX

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

Houston, TX

UnscoredInsufficient · 4
$6,500131,650 mi

Comparison: 4 similar vehicles

Houston, TX

2010 Toyota Prius III

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

2010 Toyota Prius III

Houston, TX

UnscoredInsufficient · 4
$6,799143,884 mi

Comparison: 4 similar vehicles

Houston, TX

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

Houston, TX

UnscoredInsufficient · 0
$6,987160,773 mi

Houston, TX

2011 Toyota Prius II

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

2011 Toyota Prius II

Houston, TX

UnscoredLimited · 7
$6,990145,004 mi

Comparison: 7 similar vehicles

Houston, TX

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Pasadena, TX

UnscoredInsufficient · 4
$6,993183,568 mi

Comparison: 4 similar vehicles

Pasadena, TX

2016 Ford Fusion Hybrid Titanium

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

2016 Ford Fusion Hybrid Titanium

Pasadena, TX

UnscoredInsufficient · 0
$6,995161,318 mi

Pasadena, TX

2019 Kia Niro LX

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

2019 Kia Niro LX

Houston, TX

UnscoredLimited · 6
$7,250149,250 mi

Comparison: 6 similar vehicles

Houston, TX

2013 Toyota Prius One

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

2013 Toyota Prius One

Houston, TX

UnscoredInsufficient · 0
$7,363154,457 mi

Houston, TX

2010 Toyota Prius III

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

2010 Toyota Prius III

Houston, TX

UnscoredLimited · 9
$7,490126,592 mi

Comparison: 9 similar vehicles

Houston, TX

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Houston, TX

UnscoredInsufficient · 3
$7,495139,596 mi

Comparison: 3 similar vehicles

Houston, TX

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Houston, TX

UnscoredInsufficient · 0
$7,50098,407 mi

Houston, TX

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Alvin, TX

UnscoredInsufficient · 0
$7,720141,704 mi

Alvin, TX

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Houston, TX

UnscoredLimited · 5
$7,816186,645 mi

Comparison: 5 similar vehicles

Houston, TX

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Houston, TX

UnscoredInsufficient · 0
$7,990117,344 mi

Houston, TX

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Houston, TX

Salvage title
$7,99591,600 mi

Houston, TX

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

Houston, TX

UnscoredLimited · 7
$7,99999,449 mi

Comparison: 7 similar vehicles

Houston, TX

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

Houston, TX

UnscoredInsufficient · 0
$7,99975,370 mi

Houston, TX

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

Houston, TX

UnscoredInsufficient · 0
$8,22485,496 mi

Houston, TX

2010 Honda Insight EX

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

2010 Honda Insight EX

Tomball, TX

UnscoredInsufficient · 4
$8,35078,283 mi

Comparison: 4 similar vehicles

Tomball, TX

2009 Toyota Prius Touring

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

2009 Toyota Prius Touring

Houston, TX

UnscoredInsufficient · 0
$8,499128,300 mi

Houston, TX

2010 Toyota Prius III

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

2010 Toyota Prius III

Houston, TX

UnscoredInsufficient · 3
$8,500144,205 mi

Comparison: 3 similar vehicles

Houston, TX

2019 Honda Insight EX

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

2019 Honda Insight EX

Houston, TX

UnscoredLimited · 5
$8,790307,186 mi

Comparison: 5 similar vehicles

Houston, TX

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Houston, TX

UnscoredModerate · 24
$8,900153,634 mi

Comparison: 24 similar vehicles

Houston, TX

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Houston, TX

UnscoredInsufficient · 0
$8,950142,711 mi

Houston, TX

No Photo

2010 Toyota Prius II

Houston, TX

UnscoredInsufficient · 4
$8,999125,129 mi

Comparison: 4 similar vehicles

Houston, TX

No Photo

2015 Ford Fusion Hybrid Titanium

Tomball, TX

UnscoredInsufficient · 0
$9,255112,293 mi

Tomball, TX

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Houston, TX

OverpricedLimited · 10
$9,450112,930 mi

Market: $6,993 – $7,218

Comparison: 10 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Houston, TX

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Houston, TX

Fair PriceLimited · 16
$9,500116,408 mi

Market: $7,812 – $15,998

Comparison: 16 similar vehicles

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

Houston, TX

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

Houston, TX

UnscoredInsufficient · 3
$9,500Mileage not verified

Comparison: 3 similar vehicles

Houston, TX

2011 Toyota Prius II

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

2011 Toyota Prius II

Houston, TX

UnscoredLimited · 7
$9,500133,256 mi

Comparison: 7 similar vehicles

Houston, TX

2010 Toyota Prius III

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

2010 Toyota Prius III

Houston, TX

UnscoredInsufficient · 3
$9,50082,497 mi

Comparison: 3 similar vehicles

Houston, TX

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Houston, TX

Salvage title
$9,990100,007 mi

Houston, TX

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

Spring, TX

UnscoredLimited · 7
$10,23084,507 mi

Comparison: 7 similar vehicles

Spring, TX

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

Magnolia, TX

Fair PriceModerate · 32
$10,50092,400 mi

Market: $4,500 – $16,224

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Magnolia, TX

2010 Toyota Prius III

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

2010 Toyota Prius III

Houston, TX

UnscoredInsufficient · 4
$10,944150,132 mi

Comparison: 4 similar vehicles

Houston, TX

2019 Ford Fusion Hybrid SEL

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

2019 Ford Fusion Hybrid SEL

Rosenberg, TX

UnscoredInsufficient · 0
$10,95098,386 mi

Rosenberg, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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