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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 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

42,371 listings found

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: 9 similar vehicles

Kissimmee, FL

2007 Hyundai Tucson GLS

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

2007 Hyundai Tucson GLS

Orlando, FL

UnscoredInsufficient · 0
$1,500156,997 mi

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

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Orlando, FL

UnscoredInsufficient · 0
$1,790206,459 mi

Orlando, FL

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

Winter Haven, FL

Unscored
$1,800169,246 mi

Comparison: 5 similar vehicles

Winter Haven, FL

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Arcadia, FL

Unscored
$1,952247,275 mi

Comparison: 8 similar vehicles

Arcadia, 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

Unscored
$2,000167,852 mi

Comparison: 5 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

Unscored
$2,000Mileage not verified

Comparison: 5 similar vehicles

Mulberry, FL

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Tampa, FL

Unscored
$2,000272,943 mi

Comparison: 6 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

Unscored
$2,200161,610 mi

Comparison: 11 similar vehicles

Winter Haven, FL

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Tampa, FL

UnscoredInsufficient · 0
$2,250226,703 mi

Tampa, 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

Unscored
$2,295243,059 mi

Comparison: 7 similar vehicles

Lakeland, FL

No Photo

2001 Jeep Grand Cherokee LAREDO

Avon Park, FL

UnscoredInsufficient · 0
$2,295199,695 mi

Avon Park, FL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Tampa, FL

UnscoredInsufficient · 4
$2,300200,761 mi

Comparison: 4 similar vehicles

Tampa, FL

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Tampa, FL

Unscored
$2,300196,537 mi

Comparison: 10 similar vehicles

Tampa, FL

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Winter Haven, FL

UnscoredInsufficient · 0
$2,400127,253 mi

Winter Haven, FL

2007 Mitsubishi Outlander LS

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

2007 Mitsubishi Outlander LS

Winter Haven, FL

UnscoredInsufficient · 0
$2,400180,962 mi

Winter Haven, FL

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Mulberry, FL

UnscoredInsufficient · 3
$2,400194,310 mi

Comparison: 3 similar vehicles

Mulberry, FL

2001 Ford Escape XLT

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

2001 Ford Escape XLT

Winter Haven, FL

UnscoredInsufficient · 0
$2,400151,662 mi

Winter Haven, FL

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Lakeland, FL

UnscoredInsufficient · 3
$2,450213,109 mi

Comparison: 3 similar vehicles

Lakeland, FL

2006 Kia Sorento LX

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

2006 Kia Sorento LX

Mulberry, FL

UnscoredInsufficient · 0
$2,495277,330 mi

Mulberry, FL

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Auburndale, FL

Unscored
$2,500159,885 mi

Comparison: 21 similar vehicles

Auburndale, FL

No Photo

2005 GMC Envoy XL SLE

Tampa, FL

UnscoredInsufficient · 0
$2,500212,091 mi

Tampa, FL

2003 Mazda Tribute ES

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

2003 Mazda Tribute ES

Thonotosassa, FL

UnscoredInsufficient · 0
$2,500147,169 mi

Thonotosassa, FL

1999 Lexus RX 300

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

1999 Lexus RX 300

Lakeland, FL

UnscoredInsufficient · 0
$2,500219,000 mi

Lakeland, FL

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Winter Haven, FL

Unscored
$2,600239,116 mi

Comparison: 20 similar vehicles

Winter Haven, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Winter Haven, FL

Unscored
$2,600171,439 mi

Comparison: 15 similar vehicles

Winter Haven, FL

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Winter Haven, FL

Unscored
$2,600188,667 mi

Comparison: 8 similar vehicles

Winter Haven, FL

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Winter Haven, FL

Unscored
$2,650196,297 mi

Comparison: 9 similar vehicles

Winter Haven, FL

2000 Ford Explorer XLS

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

2000 Ford Explorer XLS

Lakeland, FL

UnscoredInsufficient · 0
$2,656188,000 mi

Lakeland, FL

2001 GMC Yukon SLE

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

2001 GMC Yukon SLE

Orlando, FL

UnscoredInsufficient · 0
$2,700226,982 mi

Orlando, FL

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Orlando, FL

Unscored
$2,735153,395 mi

Comparison: 12 similar vehicles

Orlando, FL

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Winter Haven, FL

Unscored
$2,787126,582 mi

Comparison: 8 similar vehicles

Winter Haven, FL

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Orlando, FL

UnscoredInsufficient · 4
$2,800129,811 mi

Comparison: 4 similar vehicles

Orlando, FL

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Auburndale, FL

UnscoredInsufficient · 3
$2,800184,650 mi

Comparison: 3 similar vehicles

Auburndale, FL

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Orlando, FL

Unscored
$2,900153,948 mi

Comparison: 22 similar vehicles

Orlando, FL

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Orlando, FL

Unscored
$2,900124,840 mi

Comparison: 13 similar vehicles

Orlando, FL

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Orlando, FL

Unscored
$2,900162,569 mi

Comparison: 8 similar vehicles

Orlando, FL

2013 Dodge Journey R/T

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

2013 Dodge Journey R/T

Orlando, FL

UnscoredInsufficient · 0
$2,900168,903 mi

Orlando, FL

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Orlando, FL

Unscored
$2,900139,439 mi

Comparison: 11 similar vehicles

Orlando, 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
$2,900170,545 mi

Comparison: 4 similar vehicles

Tampa, FL

2007 Honda Element EX

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

2007 Honda Element EX

Orlando, FL

UnscoredInsufficient · 4
$2,900265,166 mi

Comparison: 4 similar vehicles

Orlando, FL

2003 Honda CR-V LX

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

2003 Honda CR-V LX

Orlando, FL

UnscoredInsufficient · 0
$2,900219,590 mi

Orlando, FL

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Lakeland, FL

Unscored
$2,949208,237 mi

Comparison: 18 similar vehicles

Lakeland, FL

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Kissimmee, FL

Unscored
$2,950213,716 mi

Comparison: 18 similar vehicles

Kissimmee, FL

2013 Chevrolet Captiva Sport 2LS

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

2013 Chevrolet Captiva Sport 2LS

Lakeland, FL

UnscoredInsufficient · 3
$2,950229,570 mi

Comparison: 3 similar vehicles

Lakeland, FL

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Lakeland, FL

UnscoredInsufficient · 0
$2,950170,447 mi

Lakeland, FL

2005 Lincoln Navigator Luxury

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

2005 Lincoln Navigator Luxury

Lakeland, FL

UnscoredInsufficient · 0
$2,950187,630 mi

Lakeland, FL

1999 Mercedes-Benz M-Class ML320

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

1999 Mercedes-Benz M-Class ML320

Lakeland, FL

UnscoredInsufficient · 0
$2,950169,572 mi

Lakeland, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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