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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

15,559 listings found

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Holley, NY

UnscoredLimited · 15
$3,799128,029 mi

Comparison: 15 similar vehicles

Holley, NY

2002 Chevrolet Blazer LS

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

2002 Chevrolet Blazer LS

North Rose, NY

UnscoredInsufficient · 0
$3,995196,800 mi

North Rose, NY

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Rochester, NY

UnscoredInsufficient · 0
$4,000138,000 mi

Rochester, NY

2011 Ford Edge SE

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

2011 Ford Edge SE

Rochester, NY

UnscoredInsufficient · 0
$4,499158,374 mi

Rochester, NY

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Rochester, NY

UnscoredLimited · 7
$4,699142,074 mi

Comparison: 7 similar vehicles

Rochester, NY

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Spencerport, NY

UnscoredInsufficient · 0
$4,995186,000 mi

Spencerport, NY

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Rochester, NY

UnscoredInsufficient · 0
$4,999112,967 mi

Rochester, NY

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Rochester, NY

UnscoredLimited · 12
$5,200153,000 mi

Comparison: 12 similar vehicles

Rochester, NY

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Rochester, NY

UnscoredInsufficient · 0
$5,300120,000 mi

Rochester, NY

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Rochester, NY

UnscoredLimited · 6
$5,499150,322 mi

Comparison: 6 similar vehicles

Rochester, NY

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Rochester, NY

UnscoredLimited · 10
$5,499156,981 mi

Comparison: 10 similar vehicles

Rochester, NY

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Rochester, NY

UnscoredLimited · 5
$5,499Mileage not verified

Comparison: 5 similar vehicles

Rochester, NY

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Rochester, NY

UnscoredLimited · 13
$5,499148,032 mi

Comparison: 13 similar vehicles

Rochester, NY

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Rochester, NY

UnscoredLimited · 5
$5,499135,212 mi

Comparison: 5 similar vehicles

Rochester, NY

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Rochester, NY

UnscoredInsufficient · 0
$5,499137,880 mi

Rochester, NY

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Rochester, NY

UnscoredLimited · 17
$5,499153,243 mi

Comparison: 17 similar vehicles

Rochester, NY

2012 Jeep Liberty Latitude

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

2012 Jeep Liberty Latitude

Rochester, NY

UnscoredInsufficient · 0
$5,500117,000 mi

Rochester, NY

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Rochester, NY

UnscoredLimited · 5
$5,500270,648 mi

Comparison: 5 similar vehicles

Rochester, NY

2015 Ford Escape SE

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

2015 Ford Escape SE

Rochester, NY

UnscoredModerate · 36
$5,990137,733 mi

Comparison: 36 similar vehicles

Rochester, NY

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

Bergen, NY

UnscoredInsufficient · 0
$5,995101,985 mi

Bergen, NY

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Rochester, NY

UnscoredLimited · 5
$5,995188,370 mi

Comparison: 5 similar vehicles

Rochester, NY

2013 Subaru Forester X Limited

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

2013 Subaru Forester X Limited

Webster, NY

UnscoredInsufficient · 0
$5,995150,000 mi

Webster, NY

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Rochester, NY

UnscoredLimited · 16
$5,995159,902 mi

Comparison: 16 similar vehicles

Rochester, NY

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

North Rose, NY

UnscoredInsufficient · 0
$5,99568,663 mi

North Rose, NY

2005 Honda CR-V SE

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

2005 Honda CR-V SE

Rochester, NY

UnscoredInsufficient · 0
$5,995161,790 mi

Rochester, NY

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Rochester, NY

UnscoredRobust · 68
$5,999147,269 mi

Comparison: 68 similar vehicles

Rochester, NY

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Rochester, NY

UnscoredLimited · 12
$5,999145,941 mi

Comparison: 12 similar vehicles

Rochester, NY

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Rochester, NY

UnscoredLimited · 5
$5,999143,234 mi

Comparison: 5 similar vehicles

Rochester, NY

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Rochester, NY

UnscoredLimited · 8
$5,999144,232 mi

Comparison: 8 similar vehicles

Rochester, NY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Rochester, NY

UnscoredLimited · 12
$5,999130,143 mi

Comparison: 12 similar vehicles

Rochester, NY

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Rochester, NY

UnscoredInsufficient · 3
$5,999109,000 mi

Comparison: 3 similar vehicles

Rochester, NY

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Rochester, NY

UnscoredInsufficient · 0
$5,999141,529 mi

Rochester, NY

2013 Honda Pilot EX

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

2013 Honda Pilot EX

Rochester, NY

UnscoredInsufficient · 0
$6,000221,224 mi

Rochester, NY

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Holley, NY

UnscoredLimited · 7
$6,150139,574 mi

Comparison: 7 similar vehicles

Holley, NY

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Rochester, NY

UnscoredInsufficient · 3
$6,299140,474 mi

Comparison: 3 similar vehicles

Rochester, NY

2011 Nissan Xterra S

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

2011 Nissan Xterra S

Rochester, NY

UnscoredInsufficient · 0
$6,299132,955 mi

Rochester, NY

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Rochester, NY

UnscoredLimited · 6
$6,399112,003 mi

Comparison: 6 similar vehicles

Rochester, NY

2013 Acura MDX Technology Package

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

2013 Acura MDX Technology Package

Geneva, NY

UnscoredInsufficient · 4
$6,444159,000 mi

Comparison: 4 similar vehicles

Geneva, NY

2011 Jeep Patriot Latitude X

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

2011 Jeep Patriot Latitude X

Webster, NY

UnscoredInsufficient · 0
$6,450108,603 mi

Webster, NY

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Rochester, NY

UnscoredInsufficient · 0
$6,455138,232 mi

Rochester, NY

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Rochester, NY

UnscoredLimited · 6
$6,490119,752 mi

Comparison: 6 similar vehicles

Rochester, NY

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Canandaigua, NY

UnscoredLimited · 9
$6,495121,812 mi

Comparison: 9 similar vehicles

Canandaigua, NY

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Rochester, NY

UnscoredInsufficient · 4
$6,495159,210 mi

Comparison: 4 similar vehicles

Rochester, NY

2016 GMC Acadia SLE-2

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

2016 GMC Acadia SLE-2

Rochester, NY

UnscoredInsufficient · 0
$6,499134,383 mi

Rochester, NY

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Rochester, NY

UnscoredLimited · 17
$6,499130,211 mi

Comparison: 17 similar vehicles

Rochester, NY

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Rochester, NY

UnscoredLimited · 13
$6,499133,573 mi

Comparison: 13 similar vehicles

Rochester, NY

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Rochester, NY

UnscoredModerate · 31
$6,499122,588 mi

Comparison: 31 similar vehicles

Rochester, NY

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Rochester, NY

UnscoredInsufficient · 3
$6,499138,174 mi

Comparison: 3 similar vehicles

Rochester, NY

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Rochester, NY

UnscoredInsufficient · 4
$6,499145,322 mi

Comparison: 4 similar vehicles

Rochester, NY

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Rochester, NY

UnscoredInsufficient · 3
$6,499145,428 mi

Comparison: 3 similar vehicles

Rochester, NY

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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