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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

17,103 listings found

2004 Suzuki Grand Vitara LX

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

2004 Suzuki Grand Vitara LX

Homer City, PA

UnscoredInsufficient · 0
$2,29576,971 mi

Homer City, PA

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Cranberry, PA

UnscoredInsufficient · 3
$2,485193,960 mi

Comparison: 3 similar vehicles

Cranberry, PA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Cranberry, PA

UnscoredLimited · 8
$2,485201,327 mi

Comparison: 8 similar vehicles

Cranberry, PA

2004 Mercury Mountaineer Convenience

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

2004 Mercury Mountaineer Convenience

New Kensington, PA

UnscoredInsufficient · 0
$2,698183,398 mi

New Kensington, PA

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Cranberry, PA

UnscoredLimited · 5
$2,985123,709 mi

Comparison: 5 similar vehicles

Cranberry, PA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Homestead, PA

UnscoredLimited · 5
$2,995216,012 mi

Comparison: 5 similar vehicles

Homestead, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

Cranberry, PA

UnscoredModerate · 28
$3,185150,508 mi

Comparison: 28 similar vehicles

Cranberry, PA

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Cranberry, PA

UnscoredInsufficient · 3
$3,185216,424 mi

Comparison: 3 similar vehicles

Cranberry, PA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Homer City, PA

UnscoredModerate · 49
$3,295190,802 mi

Comparison: 49 similar vehicles

Homer City, PA

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Cranberry, PA

UnscoredModerate · 40
$3,485175,683 mi

Comparison: 40 similar vehicles

Cranberry, PA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Cranberry, PA

UnscoredRobust · 52
$3,485119,591 mi

Comparison: 52 similar vehicles

Cranberry, PA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Cranberry, PA

UnscoredRobust · 116
$3,485208,975 mi

Comparison: 116 similar vehicles

Cranberry, PA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Cranberry, PA

UnscoredModerate · 26
$3,485140,060 mi

Comparison: 26 similar vehicles

Cranberry, PA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Cranberry, PA

UnscoredModerate · 40
$3,485251,582 mi

Comparison: 40 similar vehicles

Cranberry, PA

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

West Pittsburg, PA

UnscoredRobust · 51
$3,500275,000 mi

Comparison: 51 similar vehicles

West Pittsburg, PA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Homer City, PA

UnscoredRobust · 162
$3,595233,290 mi

Comparison: 162 similar vehicles

Homer City, PA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Homer City, PA

UnscoredModerate · 25
$3,595219,005 mi

Comparison: 25 similar vehicles

Homer City, PA

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Homer City, PA

UnscoredModerate · 47
$3,895192,558 mi

Comparison: 47 similar vehicles

Homer City, PA

2012 Hyundai Santa Fe SE

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

2012 Hyundai Santa Fe SE

Homer City, PA

UnscoredInsufficient · 0
$3,895188,513 mi

Homer City, PA

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Homer City, PA

UnscoredInsufficient · 0
$3,895116,278 mi

Homer City, PA

2013 Ford Escape SE

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

2013 Ford Escape SE

Pittsburgh, PA

UnscoredInsufficient · 3
$3,950163,000 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

New Castle, PA

UnscoredLimited · 15
$3,995175,817 mi

Comparison: 15 similar vehicles

New Castle, PA

2011 Audi Q5 Premium Plus

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

2011 Audi Q5 Premium Plus

West Pittsburg, PA

UnscoredInsufficient · 0
$3,995267,000 mi

West Pittsburg, PA

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Seneca, PA

UnscoredInsufficient · 0
$3,995154,262 mi

Seneca, PA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Homer City, PA

UnscoredRobust · 74
$4,295150,994 mi

Comparison: 74 similar vehicles

Homer City, PA

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Homer City, PA

UnscoredLimited · 18
$4,295192,317 mi

Comparison: 18 similar vehicles

Homer City, PA

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Homer City, PA

UnscoredLimited · 5
$4,295116,863 mi

Comparison: 5 similar vehicles

Homer City, PA

2008 Honda Pilot SPECIAL EDITION

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

2008 Honda Pilot SPECIAL EDITION

Dubois, PA

UnscoredInsufficient · 0
$4,299163,919 mi

Dubois, PA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Cranberry, PA

UnscoredInsufficient · 3
$4,485162,999 mi

Comparison: 3 similar vehicles

Cranberry, PA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Cranberry, PA

UnscoredModerate · 36
$4,485148,553 mi

Comparison: 36 similar vehicles

Cranberry, PA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Cranberry, PA

Fair PriceRobust · 58
$4,485117,156 mi

Market: $2,995 – $13,790

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 271 days listed (based on current market benchmarks)

Cranberry, PA

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Homer City, PA

UnscoredModerate · 43
$4,495150,882 mi

Comparison: 43 similar vehicles

Homer City, PA

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Homer City, PA

UnscoredRobust · 55
$4,495156,466 mi

Comparison: 55 similar vehicles

Homer City, PA

2004 Buick Rendezvous FWD CX

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

2004 Buick Rendezvous FWD CX

Pittsburgh, PA

UnscoredInsufficient · 0
$4,499124,649 mi

Pittsburgh, PA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

West Pittsburg, PA

UnscoredModerate · 27
$4,500133,000 mi

Comparison: 27 similar vehicles

West Pittsburg, PA

2016 Buick Encore Base

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

2016 Buick Encore Base

West Pittsburg, PA

UnscoredRobust · 64
$4,500146,000 mi

Comparison: 64 similar vehicles

West Pittsburg, PA

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

Pittsburgh, PA

UnscoredInsufficient · 4
$4,500200,000 mi

Comparison: 4 similar vehicles

Pittsburgh, PA

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Homer City, PA

UnscoredModerate · 24
$4,595170,863 mi

Comparison: 24 similar vehicles

Homer City, PA

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Homer City, PA

UnscoredLimited · 18
$4,595190,365 mi

Comparison: 18 similar vehicles

Homer City, PA

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Homer City, PA

UnscoredModerate · 25
$4,595207,785 mi

Comparison: 25 similar vehicles

Homer City, PA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Dubois, PA

UnscoredLimited · 8
$4,599236,244 mi

Comparison: 8 similar vehicles

Dubois, PA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Penn Run, PA

UnscoredRobust · 51
$4,717167,565 mi

Comparison: 51 similar vehicles

Penn Run, PA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Homer City, PA

UnscoredLimited · 16
$4,895221,041 mi

Comparison: 16 similar vehicles

Homer City, PA

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Homer City, PA

UnscoredLimited · 5
$4,895135,557 mi

Comparison: 5 similar vehicles

Homer City, PA

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Homer City, PA

UnscoredLimited · 18
$4,895154,833 mi

Comparison: 18 similar vehicles

Homer City, PA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Beaver Falls, PA

UnscoredLimited · 14
$4,950121,000 mi

Comparison: 14 similar vehicles

Beaver Falls, PA

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Homer City, PA

UnscoredRobust · 128
$4,995192,370 mi

Comparison: 128 similar vehicles

Homer City, PA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Homer City, PA

UnscoredRobust · 77
$4,995165,159 mi

Comparison: 77 similar vehicles

Homer City, PA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Homer City, PA

Fair PriceRobust · 56
$4,995100,086 mi

Market: $2,995 – $12,999

Comparison: 56 similar vehicles

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

Homer City, PA

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Homestead, PA

UnscoredModerate · 32
$4,995137,144 mi

Comparison: 32 similar vehicles

Homestead, PA

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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