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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

8,060 listings found

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Dubuque, IA

UnscoredInsufficient · 4
$2,000180,589 mi

Comparison: 4 similar vehicles

Dubuque, IA

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Monticello, IA

UnscoredLimited · 6
$3,175191,789 mi

Comparison: 6 similar vehicles

Monticello, IA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Davenport, IA

Salvage title
$4,095168,174 mi

Davenport, IA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Davenport, IA

UnscoredInsufficient · 4
$4,095202,673 mi

Comparison: 4 similar vehicles

Davenport, IA

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Dubuque, IA

UnscoredLimited · 18
$4,155123,325 mi

Comparison: 18 similar vehicles

Dubuque, IA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Dubuque, IA

Salvage title
$4,155160,181 mi

Dubuque, IA

2018 FIAT 500X Pop

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

2018 FIAT 500X Pop

Davenport, IA

UnscoredInsufficient · 0
$4,185105,569 mi

Davenport, IA

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Maquoketa, IA

UnscoredLimited · 14
$4,193252,272 mi

Comparison: 14 similar vehicles

Maquoketa, IA

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Rock Island, IL

UnscoredRobust · 71
$4,500202,821 mi

Comparison: 71 similar vehicles

Rock Island, IL

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Rock Island, IL

UnscoredLimited · 13
$4,500192,986 mi

Comparison: 13 similar vehicles

Rock Island, IL

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

Dubuque, IA

UnscoredLimited · 11
$4,506202,476 mi

Comparison: 11 similar vehicles

Dubuque, IA

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

Dubuque, IA

UnscoredModerate · 32
$4,836226,501 mi

Comparison: 32 similar vehicles

Dubuque, IA

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Dubuque, IA

UnscoredInsufficient · 0
$4,856121,306 mi

Dubuque, IA

2014 Honda Pilot EX-L

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

2014 Honda Pilot EX-L

East Moline, IL

UnscoredLimited · 13
$4,900285,013 mi

Comparison: 13 similar vehicles

East Moline, IL

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

East Dubuque, IL

UnscoredLimited · 6
$4,949237,026 mi

Comparison: 6 similar vehicles

East Dubuque, IL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Davenport, IA

UnscoredInsufficient · 4
$4,950210,106 mi

Comparison: 4 similar vehicles

Davenport, IA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Davenport, IA

UnscoredInsufficient · 4
$4,950183,247 mi

Comparison: 4 similar vehicles

Davenport, IA

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Davenport, IA

Salvage title
$5,000146,311 mi

Davenport, IA

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Maquoketa, IA

UnscoredLimited · 10
$5,000235,284 mi

Comparison: 10 similar vehicles

Maquoketa, IA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Dubuque, IA

UnscoredInsufficient · 3
$5,155210,220 mi

Comparison: 3 similar vehicles

Dubuque, IA

2015 Chevrolet Captiva Sport LT

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

2015 Chevrolet Captiva Sport LT

Dubuque, IA

UnscoredInsufficient · 4
$5,155130,327 mi

Comparison: 4 similar vehicles

Dubuque, IA

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Dubuque, IA

UnscoredLimited · 5
$5,155191,382 mi

Comparison: 5 similar vehicles

Dubuque, IA

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Dubuque, IA

UnscoredLimited · 13
$5,155134,592 mi

Comparison: 13 similar vehicles

Dubuque, IA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Maquoketa, IA

UnscoredLimited · 9
$5,179207,894 mi

Comparison: 9 similar vehicles

Maquoketa, IA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Rock Island, IL

UnscoredModerate · 47
$5,199154,683 mi

Comparison: 47 similar vehicles

Rock Island, IL

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Davenport, IA

UnscoredLimited · 5
$5,300147,347 mi

Comparison: 5 similar vehicles

Davenport, IA

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Dubuque, IA

UnscoredInsufficient · 3
$5,359122,499 mi

Comparison: 3 similar vehicles

Dubuque, IA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Dubuque, IA

UnscoredRobust · 78
$5,419157,748 mi

Comparison: 78 similar vehicles

Dubuque, IA

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Rock Island, IL

UnscoredLimited · 5
$5,500161,008 mi

Comparison: 5 similar vehicles

Rock Island, IL

2006 Hyundai Santa Fe GLS

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

2006 Hyundai Santa Fe GLS

Springville, IA

UnscoredLimited · 5
$5,50079,041 mi

Comparison: 5 similar vehicles

Springville, IA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Galena, IL

UnscoredLimited · 15
$5,513306,480 mi

Comparison: 15 similar vehicles

Galena, IL

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Maquoketa, IA

UnscoredRobust · 89
$5,695212,128 mi

Comparison: 89 similar vehicles

Maquoketa, IA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Rock Island, IL

UnscoredLimited · 5
$5,750167,118 mi

Comparison: 5 similar vehicles

Rock Island, IL

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Rock Island, IL

UnscoredRobust · 53
$5,800186,268 mi

Comparison: 53 similar vehicles

Rock Island, IL

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Rock Island, IL

UnscoredInsufficient · 3
$5,800158,951 mi

Comparison: 3 similar vehicles

Rock Island, IL

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Davenport, IA

UnscoredModerate · 20
$5,900173,097 mi

Comparison: 20 similar vehicles

Davenport, IA

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Moline, IL

UnscoredLimited · 9
$5,912158,000 mi

Comparison: 9 similar vehicles

Moline, IL

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Rock Island, IL

UnscoredLimited · 12
$5,950138,757 mi

Comparison: 12 similar vehicles

Rock Island, IL

2014 GMC Yukon XL SLT

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

2014 GMC Yukon XL SLT

Rock Island, IL

UnscoredModerate · 21
$5,995219,596 mi

Comparison: 21 similar vehicles

Rock Island, IL

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Tipton, IA

UnscoredModerate · 42
$5,995213,123 mi

Comparison: 42 similar vehicles

Tipton, IA

2011 Subaru Forester X

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

2011 Subaru Forester X

Dubuque, IA

UnscoredInsufficient · 4
$5,995217,200 mi

Comparison: 4 similar vehicles

Dubuque, IA

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Davenport, IA

UnscoredLimited · 9
$5,998106,984 mi

Comparison: 9 similar vehicles

Davenport, IA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Davenport, IA

UnscoredLimited · 15
$5,999177,402 mi

Comparison: 15 similar vehicles

Davenport, IA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Rock Island, IL

UnscoredModerate · 47
$5,999131,718 mi

Comparison: 47 similar vehicles

Rock Island, IL

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

East Moline, IL

UnscoredLimited · 18
$6,000145,120 mi

Comparison: 18 similar vehicles

East Moline, IL

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Dubuque, IA

UnscoredModerate · 31
$6,169179,605 mi

Comparison: 31 similar vehicles

Dubuque, IA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Rock Island, IL

UnscoredLimited · 9
$6,200111,014 mi

Comparison: 9 similar vehicles

Rock Island, IL

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Eldridge, IA

UnscoredInsufficient · 3
$6,250144,446 mi

Comparison: 3 similar vehicles

Eldridge, IA

2009 Jeep Wrangler Unlimited Sahara

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

2009 Jeep Wrangler Unlimited Sahara

Davenport, IA

UnscoredLimited · 18
$6,250172,094 mi

Comparison: 18 similar vehicles

Davenport, IA

2015 Ford Escape SE

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

2015 Ford Escape SE

Eldridge, IA

UnscoredRobust · 90
$6,450155,022 mi

Comparison: 90 similar vehicles

Eldridge, IA

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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