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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 8, 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

324 listings found

2003 Cadillac Escalade ESV Base

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

2003 Cadillac Escalade ESV Base

Eustis, FL

UnscoredInsufficient · 0
$1,800180,424 mi

Eustis, FL

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Eustis, FL

Unscored
$3,500217,000 mi

Comparison: 8 similar vehicles

Eustis, FL

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Eustis, FL

Fair PriceLimited · 15
$3,695107,535 mi

Market: $1,500 – $4,993

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Eustis, FL

2011 Nissan Pathfinder S

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

2011 Nissan Pathfinder S

Eustis, FL

UnscoredInsufficient · 0
$3,995177,838 mi

Eustis, FL

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Eustis, FL

Unscored
$4,500212,000 mi

Comparison: 31 similar vehicles

Eustis, FL

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Eustis, FL

UnscoredInsufficient · 3
$4,800152,000 mi

Comparison: 3 similar vehicles

Eustis, FL

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Eustis, FL

Unscored
$4,995177,000 mi

Comparison: 14 similar vehicles

Eustis, FL

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Eustis, FL

Unscored
$4,995144,000 mi

Comparison: 7 similar vehicles

Eustis, FL

2006 Mercedes-Benz S-Class S500

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

2006 Mercedes-Benz S-Class S500

Eustis, FL

UnscoredInsufficient · 0
$4,99598,000 mi

Eustis, FL

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Eustis, FL

UnscoredInsufficient · 3
$5,000280,333 mi

Comparison: 3 similar vehicles

Eustis, FL

2017 FIAT 124 Spider Classica

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

2017 FIAT 124 Spider Classica

Eustis, FL

UnscoredInsufficient · 3
$5,495235,888 mi

Comparison: 3 similar vehicles

Eustis, FL

2002 Cadillac Seville SLS

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

2002 Cadillac Seville SLS

Eustis, FL

UnscoredInsufficient · 0
$5,50052,706 mi

Eustis, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Eustis, FL

Unscored
$5,995160,000 mi

Comparison: 52 similar vehicles

Eustis, FL

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Eustis, FL

UnscoredInsufficient · 0
$5,995134,340 mi

Eustis, FL

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Eustis, FL

UnscoredInsufficient · 4
$5,995166,698 mi

Comparison: 4 similar vehicles

Eustis, FL

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Eustis, FL

UnscoredInsufficient · 4
$5,995213,795 mi

Comparison: 4 similar vehicles

Eustis, FL

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Eustis, FL

Unscored
$5,995138,020 mi

Comparison: 6 similar vehicles

Eustis, FL

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Eustis, FL

Unscored
$5,995138,000 mi

Comparison: 17 similar vehicles

Eustis, FL

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Eustis, FL

UnscoredInsufficient · 3
$5,995136,440 mi

Comparison: 3 similar vehicles

Eustis, FL

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Eustis, FL

Unscored
$5,995233,715 mi

Comparison: 5 similar vehicles

Eustis, FL

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Eustis, FL

Unscored
$5,995137,000 mi

Comparison: 8 similar vehicles

Eustis, FL

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Eustis, FL

Unscored
$6,300155,000 mi

Comparison: 13 similar vehicles

Eustis, FL

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Eustis, FL

UnscoredInsufficient · 3
$6,495139,000 mi

Comparison: 3 similar vehicles

Eustis, FL

2007 Ford F-150 FX2

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

2007 Ford F-150 FX2

Eustis, FL

UnscoredInsufficient · 0
$6,495189,279 mi

Eustis, FL

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Eustis, FL

Unscored
$6,500157,001 mi

Comparison: 8 similar vehicles

Eustis, FL

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Eustis, FL

UnscoredInsufficient · 4
$6,700174,595 mi

Comparison: 4 similar vehicles

Eustis, FL

No Photo

2010 Buick Enclave CXL-1

Eustis, FL

UnscoredInsufficient · 4
$6,795134,394 mi

Comparison: 4 similar vehicles

Eustis, FL

2018 Chrysler Pacifica LX

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

2018 Chrysler Pacifica LX

Eustis, FL

UnscoredInsufficient · 4
$6,995185,001 mi

Comparison: 4 similar vehicles

Eustis, FL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Eustis, FL

Unscored
$6,995186,046 mi

Comparison: 34 similar vehicles

Eustis, FL

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Eustis, FL

Unscored
$6,995141,024 mi

Comparison: 6 similar vehicles

Eustis, FL

2015 Dodge Durango Limited

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

2015 Dodge Durango Limited

Eustis, FL

Unscored
$6,995177,230 mi

Comparison: 5 similar vehicles

Eustis, FL

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Eustis, FL

Unscored
$6,995175,000 mi

Comparison: 15 similar vehicles

Eustis, FL

2011 Dodge Charger SE

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

2011 Dodge Charger SE

Eustis, FL

UnscoredInsufficient · 4
$6,995175,001 mi

Comparison: 4 similar vehicles

Eustis, FL

2010 Lexus RX 350

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

2010 Lexus RX 350

Eustis, FL

UnscoredInsufficient · 4
$6,995214,420 mi

Comparison: 4 similar vehicles

Eustis, FL

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Eustis, FL

UnscoredInsufficient · 4
$6,995120,450 mi

Comparison: 4 similar vehicles

Eustis, FL

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Eustis, FL

UnscoredInsufficient · 3
$7,500186,600 mi

Comparison: 3 similar vehicles

Eustis, FL

2009 INFINITI FX 50

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

2009 INFINITI FX 50

Eustis, FL

UnscoredInsufficient · 0
$7,500223,000 mi

Eustis, FL

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Eustis, FL

UnscoredInsufficient · 3
$7,800143,000 mi

Comparison: 3 similar vehicles

Eustis, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Eustis, FL

Fair PriceModerate · 25
$7,90072,350 mi

Market: $4,500 – $11,095

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Eustis, FL

2012 Honda Fit Base

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

2012 Honda Fit Base

Eustis, FL

UnscoredInsufficient · 0
$7,900112,480 mi

Eustis, FL

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Eustis, FL

Unscored
$7,990187,200 mi

Comparison: 17 similar vehicles

Eustis, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Eustis, FL

Unscored
$7,995137,367 mi

Comparison: 12 similar vehicles

Eustis, FL

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Eustis, FL

Unscored
$7,995149,772 mi

Comparison: 15 similar vehicles

Eustis, FL

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Eustis, FL

Unscored
$7,995148,160 mi

Comparison: 14 similar vehicles

Eustis, FL

2017 Nissan Murano S

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

2017 Nissan Murano S

Eustis, FL

Unscored
$7,999143,730 mi

Comparison: 6 similar vehicles

Eustis, FL

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Eustis, FL

OverpricedLimited · 14
$8,230143,850 mi

Market: $4,895 – $7,950

Comparison: 14 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Eustis, FL

2020 Toyota Camry LE

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

2020 Toyota Camry LE

Eustis, FL

Unscored
$8,500227,890 mi

Comparison: 15 similar vehicles

Eustis, FL

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Eustis, FL

Unscored
$8,500147,000 mi

Comparison: 13 similar vehicles

Eustis, FL

No Photo

2010 Ford Flex SEL

Eustis, FL

UnscoredInsufficient · 0
$8,855101,445 mi

Eustis, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Eustis, FL

Unscored
$8,900135,664 mi

Comparison: 52 similar vehicles

Eustis, FL

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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