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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

2,630 listings found

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

LaBelle, FL

UnscoredInsufficient · 3
$2,252202,239 mi

Comparison: 3 similar vehicles

LaBelle, FL

2017 Ford Escape S

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

2017 Ford Escape S

Lehigh Acres, FL

UnscoredLimited · 14
$3,000201,662 mi

Comparison: 14 similar vehicles

Lehigh Acres, FL

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Lehigh Acres, FL

UnscoredInsufficient · 3
$3,500239,950 mi

Comparison: 3 similar vehicles

Lehigh Acres, FL

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Lehigh Acres, FL

UnscoredLimited · 19
$3,500157,244 mi

Comparison: 19 similar vehicles

Lehigh Acres, FL

2008 Toyota Highlander Limited Hybrid

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

2008 Toyota Highlander Limited Hybrid

LaBelle, FL

UnscoredInsufficient · 0
$3,552250,000 mi

LaBelle, FL

2013 Ford Explorer Sport

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

2013 Ford Explorer Sport

LaBelle, FL

UnscoredInsufficient · 3
$3,952165,236 mi

Comparison: 3 similar vehicles

LaBelle, FL

2004 Cadillac Escalade Base

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

2004 Cadillac Escalade Base

Belle Glade, FL

UnscoredInsufficient · 0
$4,052232,455 mi

Belle Glade, FL

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

LaBelle, FL

UnscoredInsufficient · 4
$4,352152,000 mi

Comparison: 4 similar vehicles

LaBelle, FL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

LaBelle, FL

UnscoredLimited · 6
$4,668154,764 mi

Comparison: 6 similar vehicles

LaBelle, FL

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Belle Glade, FL

UnscoredLimited · 19
$5,012136,616 mi

Comparison: 19 similar vehicles

Belle Glade, FL

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

LaBelle, FL

UnscoredLimited · 5
$5,352140,138 mi

Comparison: 5 similar vehicles

LaBelle, FL

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

LaBelle, FL

UnscoredLimited · 15
$5,352186,565 mi

Comparison: 15 similar vehicles

LaBelle, FL

2003 Chevrolet Tracker Base

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

2003 Chevrolet Tracker Base

Okeechobee, FL

UnscoredInsufficient · 0
$5,395215,534 mi

Okeechobee, FL

2011 Acura RDX Technology Package

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

2011 Acura RDX Technology Package

Okeechobee, FL

UnscoredLimited · 5
$5,495150,000 mi

Comparison: 5 similar vehicles

Okeechobee, FL

2018 Nissan Pathfinder Platinum

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

2018 Nissan Pathfinder Platinum

Lehigh Acres, FL

UnscoredLimited · 5
$5,500145,572 mi

Comparison: 5 similar vehicles

Lehigh Acres, FL

2015 Honda CR-V LX

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

2015 Honda CR-V LX

LaBelle, FL

UnscoredModerate · 24
$5,552222,748 mi

Comparison: 24 similar vehicles

LaBelle, FL

2012 Cadillac SRX Base

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

2012 Cadillac SRX Base

LaBelle, FL

UnscoredLimited · 10
$5,558137,810 mi

Comparison: 10 similar vehicles

LaBelle, FL

2007 Honda Pilot EX

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

2007 Honda Pilot EX

LaBelle, FL

UnscoredLimited · 17
$5,950137,817 mi

Comparison: 17 similar vehicles

LaBelle, FL

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

LaBelle, FL

UnscoredInsufficient · 4
$5,950126,680 mi

Comparison: 4 similar vehicles

LaBelle, FL

2006 Toyota Highlander Limited

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

2006 Toyota Highlander Limited

LaBelle, FL

UnscoredInsufficient · 0
$5,950201,042 mi

LaBelle, FL

2005 Ford Explorer XLS

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

2005 Ford Explorer XLS

LaBelle, FL

UnscoredInsufficient · 0
$5,950170,976 mi

LaBelle, FL

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

LaBelle, FL

UnscoredInsufficient · 0
$5,950161,539 mi

LaBelle, FL

1999 GMC Yukon SLE

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

1999 GMC Yukon SLE

LaBelle, FL

UnscoredInsufficient · 0
$5,950224,239 mi

LaBelle, FL

2015 Mitsubishi Outlander SE

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

2015 Mitsubishi Outlander SE

Okeechobee, FL

UnscoredLimited · 7
$5,995144,000 mi

Comparison: 7 similar vehicles

Okeechobee, FL

2009 Jeep Liberty Limited

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

2009 Jeep Liberty Limited

LaBelle, FL

UnscoredInsufficient · 0
$6,250152,834 mi

LaBelle, FL

2014 Dodge Durango Citadel

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

2014 Dodge Durango Citadel

LaBelle, FL

UnscoredInsufficient · 3
$6,252141,435 mi

Comparison: 3 similar vehicles

LaBelle, FL

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Royal Palm Beach, FL

UnscoredLimited · 6
$6,450100,210 mi

Comparison: 6 similar vehicles

Royal Palm Beach, FL

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Okeechobee, FL

UnscoredInsufficient · 0
$6,495195,898 mi

Okeechobee, FL

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

LaBelle, FL

Fair PriceRobust · 86
$6,552114,035 mi

Market: $4,890 – $15,995

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

LaBelle, FL

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

LaBelle, FL

UnscoredLimited · 14
$6,552150,532 mi

Comparison: 14 similar vehicles

LaBelle, FL

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Lehigh Acres, FL

UnscoredLimited · 8
$6,552122,134 mi

Comparison: 8 similar vehicles

Lehigh Acres, FL

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

LaBelle, FL

UnscoredLimited · 19
$6,552142,646 mi

Comparison: 19 similar vehicles

LaBelle, FL

2013 Cadillac SRX Performance Collection

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

2013 Cadillac SRX Performance Collection

LaBelle, FL

UnscoredInsufficient · 3
$6,552170,671 mi

Comparison: 3 similar vehicles

LaBelle, FL

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

LaBelle, FL

UnscoredLimited · 7
$6,552172,426 mi

Comparison: 7 similar vehicles

LaBelle, FL

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Belle Glade, FL

UnscoredModerate · 20
$6,900140,900 mi

Comparison: 20 similar vehicles

Belle Glade, FL

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Royal Palm Beach, FL

UnscoredLimited · 6
$6,900124,550 mi

Comparison: 6 similar vehicles

Royal Palm Beach, FL

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Royal Palm Beach, FL

UnscoredLimited · 5
$6,900139,613 mi

Comparison: 5 similar vehicles

Royal Palm Beach, FL

2013 Kia Sorento SX

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

2013 Kia Sorento SX

Royal Palm Beach, FL

UnscoredInsufficient · 0
$6,90074,700 mi

Royal Palm Beach, FL

2011 Ford Escape Limited

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

2011 Ford Escape Limited

LaBelle, FL

UnscoredLimited · 6
$6,950207,668 mi

Comparison: 6 similar vehicles

LaBelle, FL

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

LaBelle, FL

UnscoredInsufficient · 0
$6,950152,000 mi

LaBelle, FL

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

LaBelle, FL

UnscoredLimited · 8
$7,052156,758 mi

Comparison: 8 similar vehicles

LaBelle, FL

2011 Dodge Nitro Shock

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

2011 Dodge Nitro Shock

LaBelle, FL

UnscoredInsufficient · 0
$7,052109,170 mi

LaBelle, FL

2008 Kia Sorento LX

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

2008 Kia Sorento LX

LaBelle, FL

UnscoredInsufficient · 0
$7,250114,613 mi

LaBelle, FL

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Royal Palm Beach, FL

UnscoredLimited · 8
$7,35094,199 mi

Comparison: 8 similar vehicles

Royal Palm Beach, FL

2001 GMC Yukon Base

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

2001 GMC Yukon Base

Okeechobee, FL

UnscoredInsufficient · 0
$7,384198,137 mi

Okeechobee, FL

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Royal Palm Beach, FL

UnscoredLimited · 12
$7,400126,180 mi

Comparison: 12 similar vehicles

Royal Palm Beach, FL

2012 Ford Escape XLS

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

2012 Ford Escape XLS

LaBelle, FL

UnscoredLimited · 6
$7,450165,353 mi

Comparison: 6 similar vehicles

LaBelle, FL

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

LaBelle, FL

UnscoredLimited · 18
$7,452199,626 mi

Comparison: 18 similar vehicles

LaBelle, FL

2014 Kia Sportage EX

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

2014 Kia Sportage EX

Belle Glade, FL

UnscoredInsufficient · 0
$7,495116,070 mi

Belle Glade, FL

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Royal Palm Beach, FL

Fair PriceModerate · 33
$7,500105,000 mi

Market: $3,290 – $11,384

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Royal Palm Beach, 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. 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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