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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 · November 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2013 Chrysler 300 Motown

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

2013 Chrysler 300 Motown

Orlando, FL

UnscoredInsufficient · 0
$1,300214,982 mi

Orlando, FL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Kissimmee, FL

Unscored
$1,495264,441 mi

Comparison: 8 similar vehicles

Kissimmee, FL

2014 Dodge Durango SXT

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

2014 Dodge Durango SXT

Orlando, FL

UnscoredInsufficient · 0
$1,500198,427 mi

Orlando, FL

2005 Dodge Caravan SXT

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

2005 Dodge Caravan SXT

Winter Haven, FL

UnscoredInsufficient · 0
$1,500252,000 mi

Winter Haven, FL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Orlando, FL

Unscored
$1,697177,979 mi

Comparison: 26 similar vehicles

Orlando, FL

1999 Ford Expedition XLT

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

1999 Ford Expedition XLT

Sebring, FL

UnscoredInsufficient · 0
$1,750Mileage not verified

Sebring, FL

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Winter Haven, FL

UnscoredInsufficient · 3
$1,800Mileage not verified

Comparison: 3 similar vehicles

Winter Haven, FL

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Winter Haven, FL

UnscoredInsufficient · 0
$1,800152,465 mi

Winter Haven, FL

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Orlando, FL

Unscored
$1,813160,000 mi

Comparison: 13 similar vehicles

Orlando, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Thonotosassa, FL

Unscored
$1,900178,024 mi

Comparison: 30 similar vehicles

Thonotosassa, FL

2014 Kia Soul Base

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

2014 Kia Soul Base

Orlando, FL

Unscored
$1,900174,854 mi

Comparison: 15 similar vehicles

Orlando, FL

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Orlando, FL

UnscoredInsufficient · 0
$1,900166,750 mi

Orlando, FL

2003 Nissan Frontier XE

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

2003 Nissan Frontier XE

Orlando, FL

UnscoredInsufficient · 0
$1,900240,000 mi

Orlando, FL

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

St. Cloud, FL

UnscoredInsufficient · 0
$1,990196,126 mi

St. Cloud, FL

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Longwood, FL

UnscoredInsufficient · 3
$1,995193,871 mi

Comparison: 3 similar vehicles

Longwood, FL

1998 Toyota Corolla CE

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

1998 Toyota Corolla CE

Mulberry, FL

UnscoredInsufficient · 3
$1,995111,787 mi

Comparison: 3 similar vehicles

Mulberry, FL

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Mascotte, FL

Unscored
$1,999217,123 mi

Comparison: 5 similar vehicles

Mascotte, FL

2014 Ford Focus SE

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

2014 Ford Focus SE

Longwood, FL

Unscored
$1,999162,000 mi

Comparison: 14 similar vehicles

Longwood, FL

2009 Chevrolet Aveo5 1LS

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

2009 Chevrolet Aveo5 1LS

Tampa, FL

UnscoredInsufficient · 0
$1,999118,000 mi

Tampa, FL

2005 Chrysler Town & Country Base

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

2005 Chrysler Town & Country Base

Belle Isle, FL

UnscoredInsufficient · 0
$1,999191,825 mi

Belle Isle, FL

2015 Nissan Murano SV

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

2015 Nissan Murano SV

Orlando, FL

UnscoredInsufficient · 3
$2,000167,852 mi

Comparison: 3 similar vehicles

Orlando, FL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Orlando, FL

Unscored
$2,000183,389 mi

Comparison: 8 similar vehicles

Orlando, FL

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Orlando, FL

Unscored
$2,000276,576 mi

Comparison: 11 similar vehicles

Orlando, FL

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Tampa, FL

UnscoredInsufficient · 3
$2,000Mileage not verified

Comparison: 3 similar vehicles

Tampa, FL

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Orlando, FL

Unscored
$2,000200,544 mi

Comparison: 13 similar vehicles

Orlando, FL

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

Mulberry, FL

UnscoredInsufficient · 4
$2,000Mileage not verified

Comparison: 4 similar vehicles

Mulberry, FL

2008 Subaru Outback 2.5i

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

2008 Subaru Outback 2.5i

Orlando, FL

UnscoredInsufficient · 0
$2,000141,500 mi

Orlando, FL

2005 Honda Civic VP

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

2005 Honda Civic VP

Plant City, FL

UnscoredInsufficient · 3
$2,000125,369 mi

Comparison: 3 similar vehicles

Plant City, FL

2003 Lexus ES 300

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

2003 Lexus ES 300

Plant City, FL

UnscoredInsufficient · 3
$2,000245,796 mi

Comparison: 3 similar vehicles

Plant City, FL

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Lakeland, FL

Unscored
$2,025146,146 mi

Comparison: 11 similar vehicles

Lakeland, FL

2016 Chevrolet Sonic LTZ

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

2016 Chevrolet Sonic LTZ

Orlando, FL

UnscoredInsufficient · 0
$2,055182,122 mi

Orlando, FL

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Dade City, FL

UnscoredInsufficient · 3
$2,195161,618 mi

Comparison: 3 similar vehicles

Dade City, FL

No Photo

2017 Kia Sportage LX

Kissimmee, FL

Unscored
$2,200213,716 mi

Comparison: 11 similar vehicles

Kissimmee, FL

2011 Mitsubishi Lancer GTS

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

2011 Mitsubishi Lancer GTS

Tampa, FL

UnscoredInsufficient · 0
$2,200157,009 mi

Tampa, FL

2010 Nissan Versa S

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

2010 Nissan Versa S

Winter Haven, FL

Unscored
$2,200163,234 mi

Comparison: 8 similar vehicles

Winter Haven, FL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Tampa, FL

UnscoredInsufficient · 4
$2,200170,545 mi

Comparison: 4 similar vehicles

Tampa, FL

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Winter Haven, FL

UnscoredInsufficient · 3
$2,200161,610 mi

Comparison: 3 similar vehicles

Winter Haven, FL

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Orlando, FL

UnscoredInsufficient · 3
$2,290197,748 mi

Comparison: 3 similar vehicles

Orlando, FL

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Lakeland, FL

UnscoredInsufficient · 4
$2,295243,059 mi

Comparison: 4 similar vehicles

Lakeland, FL

No Photo

2001 Jeep Grand Cherokee LAREDO

Avon Park, FL

UnscoredInsufficient · 0
$2,295199,695 mi

Avon Park, FL

2006 Jaguar S-Type V6

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

2006 Jaguar S-Type V6

Apopka, FL

UnscoredInsufficient · 3
$2,299144,000 mi

Comparison: 3 similar vehicles

Apopka, FL

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Orlando, FL

Salvage title
$2,300257,005 mi

Orlando, FL

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Sebring, FL

Unscored
$2,300178,000 mi

Comparison: 40 similar vehicles

Sebring, FL

2014 Mitsubishi Outlander Sport ES

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

2014 Mitsubishi Outlander Sport ES

Orlando, FL

Unscored
$2,300174,487 mi

Comparison: 11 similar vehicles

Orlando, FL

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Groveland, FL

UnscoredInsufficient · 4
$2,300146,462 mi

Comparison: 4 similar vehicles

Groveland, FL

2013 Chevrolet Spark 2LT

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

2013 Chevrolet Spark 2LT

Orlando, FL

UnscoredInsufficient · 0
$2,30092,260 mi

Orlando, FL

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Orlando, FL

UnscoredInsufficient · 3
$2,380162,180 mi

Comparison: 3 similar vehicles

Orlando, FL

2002 Chrysler PT Cruiser Touring Edition

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

2002 Chrysler PT Cruiser Touring Edition

Kissimmee, FL

UnscoredInsufficient · 0
$2,395119,421 mi

Kissimmee, FL

2010 Nissan cube SL

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

2010 Nissan cube SL

Winter Haven, FL

Unscored
$2,399160,388 mi

Comparison: 12 similar vehicles

Winter Haven, FL

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Winter Haven, FL

Unscored
$2,400168,429 mi

Comparison: 13 similar vehicles

Winter Haven, FL

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.
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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