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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

13,943 listings found

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Utica, NY

Fair PriceModerate · 26
$4,850117,837 mi

Market: $2,000 – $10,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Utica, NY

2015 Ford Escape SE

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

2015 Ford Escape SE

Seneca Falls, NY

UnscoredInsufficient · 3
$4,995171,295 mi

Comparison: 3 similar vehicles

Seneca Falls, NY

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Syracuse, NY

UnscoredInsufficient · 3
$4,995144,169 mi

Comparison: 3 similar vehicles

Syracuse, NY

2011 Kia Sportage LX

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

2011 Kia Sportage LX

West Monroe, NY

Great DealLimited · 14
$5,195106,946 mi

Market: $5,999 – $7,995

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 419 days listed (based on current market benchmarks)

West Monroe, NY

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Rome, NY

UnscoredLimited · 9
$5,500120,667 mi

Comparison: 9 similar vehicles

Rome, NY

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Norwich, NY

UnscoredInsufficient · 3
$5,65087,000 mi

Comparison: 3 similar vehicles

Norwich, NY

2008 GMC Envoy Denali

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

2008 GMC Envoy Denali

Rome, NY

UnscoredInsufficient · 0
$5,650206,515 mi

Rome, NY

2011 Jeep Liberty Limited

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

2011 Jeep Liberty Limited

Rome, NY

UnscoredInsufficient · 0
$5,850119,000 mi

Rome, NY

2011 Nissan Murano S

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

2011 Nissan Murano S

Constableville, NY

UnscoredInsufficient · 0
$5,900145,270 mi

Constableville, NY

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Rome, NY

UnscoredLimited · 7
$5,990180,665 mi

Comparison: 7 similar vehicles

Rome, NY

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Rome, NY

UnscoredInsufficient · 3
$5,990122,019 mi

Comparison: 3 similar vehicles

Rome, NY

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Utica, NY

UnscoredInsufficient · 3
$5,995151,531 mi

Comparison: 3 similar vehicles

Utica, NY

2016 Ford Escape SE

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

2016 Ford Escape SE

Utica, NY

UnscoredLimited · 9
$5,995125,932 mi

Comparison: 9 similar vehicles

Utica, NY

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Whitesboro, NY

Great DealLimited · 10
$5,99599,000 mi

Market: $7,495 – $9,995

Comparison: 10 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Whitesboro, NY

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Marcy, NY

UnscoredLimited · 5
$5,995110,439 mi

Comparison: 5 similar vehicles

Marcy, NY

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Syracuse, NY

UnscoredLimited · 17
$5,999123,000 mi

Comparison: 17 similar vehicles

Syracuse, NY

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Rome, NY

UnscoredLimited · 9
$6,000193,429 mi

Comparison: 9 similar vehicles

Rome, NY

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Auburn, NY

UnscoredLimited · 12
$6,010182,880 mi

Comparison: 12 similar vehicles

Auburn, NY

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Yorkville, NY

UnscoredInsufficient · 0
$6,200131,174 mi

Yorkville, NY

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Chittenango, NY

UnscoredInsufficient · 0
$6,250209,765 mi

Chittenango, NY

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Chittenango, NY

UnscoredInsufficient · 3
$6,490184,000 mi

Comparison: 3 similar vehicles

Chittenango, NY

2009 Nissan Murano S

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

2009 Nissan Murano S

Central Square, NY

UnscoredInsufficient · 4
$6,49565,464 mi

Comparison: 4 similar vehicles

Central Square, NY

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Constableville, NY

UnscoredInsufficient · 3
$6,500184,456 mi

Comparison: 3 similar vehicles

Constableville, NY

2011 Ford Escape XLS

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

2011 Ford Escape XLS

Rome, NY

UnscoredInsufficient · 0
$6,500161,399 mi

Rome, NY

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Utica, NY

UnscoredLimited · 14
$6,500175,920 mi

Comparison: 14 similar vehicles

Utica, NY

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Rome, NY

Fair PriceModerate · 29
$6,750118,000 mi

Market: $2,400 – $12,900

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 367 days listed (based on current market benchmarks)

Rome, NY

2014 Subaru Forester i

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

2014 Subaru Forester i

Oswego, NY

UnscoredLimited · 14
$6,899158,252 mi

Comparison: 14 similar vehicles

Oswego, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Syracuse, NY

UnscoredLimited · 7
$6,900137,258 mi

Comparison: 7 similar vehicles

Syracuse, NY

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Constableville, NY

UnscoredModerate · 23
$6,900178,549 mi

Comparison: 23 similar vehicles

Constableville, NY

2016 Ford Escape SE

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

2016 Ford Escape SE

Rome, NY

UnscoredLimited · 9
$6,95093,000 mi

Comparison: 9 similar vehicles

Rome, NY

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Rome, NY

Fair PriceModerate · 47
$6,950119,336 mi

Market: $2,500 – $13,590

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 292 days listed (based on current market benchmarks)

Rome, NY

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Rome, NY

UnscoredLimited · 17
$6,990171,843 mi

Comparison: 17 similar vehicles

Rome, NY

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Rome, NY

UnscoredInsufficient · 3
$6,990206,642 mi

Comparison: 3 similar vehicles

Rome, NY

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Cortland, NY

UnscoredRobust · 73
$6,995180,710 mi

Comparison: 73 similar vehicles

Cortland, NY

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

West Monroe, NY

UnscoredRobust · 57
$6,995178,681 mi

Comparison: 57 similar vehicles

West Monroe, NY

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Yorkville, NY

UnscoredModerate · 48
$6,995136,771 mi

Comparison: 48 similar vehicles

Yorkville, NY

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Central Square, NY

UnscoredInsufficient · 4
$6,995146,520 mi

Comparison: 4 similar vehicles

Central Square, NY

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

Utica, NY

UnscoredModerate · 23
$6,995137,427 mi

Comparison: 23 similar vehicles

Utica, NY

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Whitesboro, NY

Fair PriceModerate · 27
$6,99596,000 mi

Market: $3,999 – $10,900

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Whitesboro, NY

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Oswego, NY

UnscoredLimited · 5
$6,995159,432 mi

Comparison: 5 similar vehicles

Oswego, NY

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Utica, NY

UnscoredLimited · 12
$6,995129,406 mi

Comparison: 12 similar vehicles

Utica, NY

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Seneca Falls, NY

UnscoredLimited · 11
$6,995180,013 mi

Comparison: 11 similar vehicles

Seneca Falls, NY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Cortland, NY

Fair PriceRobust · 58
$6,99593,398 mi

Market: $2,700 – $11,888

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 245 days listed (based on current market benchmarks)

Cortland, NY

2012 Jeep Compass Limited

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

2012 Jeep Compass Limited

Cortland, NY

UnscoredInsufficient · 0
$6,99567,454 mi

Cortland, NY

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Seneca Falls, NY

UnscoredInsufficient · 3
$6,995193,245 mi

Comparison: 3 similar vehicles

Seneca Falls, NY

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Seneca Falls, NY

UnscoredInsufficient · 3
$6,995119,450 mi

Comparison: 3 similar vehicles

Seneca Falls, NY

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Bouckville, NY

UnscoredLimited · 9
$6,999146,105 mi

Comparison: 9 similar vehicles

Bouckville, NY

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Rome, NY

UnscoredInsufficient · 4
$7,000111,344 mi

Comparison: 4 similar vehicles

Rome, NY

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Rome, NY

UnscoredInsufficient · 3
$7,000111,009 mi

Comparison: 3 similar vehicles

Rome, NY

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Norwich, NY

Fair PriceLimited · 13
$7,150113,000 mi

Market: $2,800 – $10,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Norwich, 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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