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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 · November 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

6,531 listings found

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Maquoketa, IA

Unscored
$2,179196,768 mi

Comparison: 42 similar vehicles

Maquoketa, 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

Unscored
$3,175191,789 mi

Comparison: 6 similar vehicles

Monticello, IA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Platteville, WI

Unscored
$3,709186,805 mi

Comparison: 7 similar vehicles

Platteville, WI

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Long Grove, IA

UnscoredInsufficient · 4
$3,995167,611 mi

Comparison: 4 similar vehicles

Long Grove, IA

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Freeport, IL

Unscored
$4,000185,870 mi

Comparison: 5 similar vehicles

Freeport, IL

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

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
$4,155160,241 mi

Dubuque, IA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Dubuque, IA

UnscoredInsufficient · 4
$4,155178,087 mi

Comparison: 4 similar vehicles

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

Unscored
$4,193252,273 mi

Comparison: 13 similar vehicles

Maquoketa, IA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Platteville, WI

Unscored
$4,495179,919 mi

Comparison: 5 similar vehicles

Platteville, WI

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Dubuque, IA

Unscored
$4,499126,311 mi

Comparison: 22 similar vehicles

Dubuque, 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

Unscored
$4,784235,284 mi

Comparison: 13 similar vehicles

Maquoketa, 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

Unscored
$4,900285,013 mi

Comparison: 16 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

Platteville, WI

Unscored
$4,949237,026 mi

Comparison: 8 similar vehicles

Platteville, WI

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

Unscored
$4,979207,894 mi

Comparison: 7 similar vehicles

Maquoketa, IA

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Platteville, WI

Unscored
$4,990167,990 mi

Comparison: 6 similar vehicles

Platteville, WI

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

Unscored
$4,995217,200 mi

Comparison: 12 similar vehicles

Dubuque, IA

2000 Chevrolet Suburban Base

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

2000 Chevrolet Suburban Base

Platteville, WI

UnscoredInsufficient · 0
$5,136188,037 mi

Platteville, WI

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Darlington, WI

Salvage title
$5,145155,592 mi

Darlington, WI

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

Unscored
$5,155210,220 mi

Comparison: 107 similar vehicles

Dubuque, IA

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Davenport, IA

Unscored
$5,312341,871 mi

Comparison: 40 similar vehicles

Davenport, IA

2015 Nissan JUKE S

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

2015 Nissan JUKE S

Freeport, IL

UnscoredInsufficient · 0
$5,495168,275 mi

Freeport, IL

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Freeport, IL

Unscored
$5,495181,959 mi

Comparison: 6 similar vehicles

Freeport, IL

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

Unscored
$5,513306,480 mi

Comparison: 16 similar vehicles

Galena, IL

2012 Volvo XC60 T6

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

2012 Volvo XC60 T6

Platteville, WI

UnscoredInsufficient · 0
$5,522177,979 mi

Platteville, WI

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Platteville, WI

Unscored
$5,636144,267 mi

Comparison: 39 similar vehicles

Platteville, WI

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

Unscored
$5,695212,128 mi

Comparison: 79 similar vehicles

Maquoketa, IA

2000 Jeep Wrangler SPORT

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

2000 Jeep Wrangler SPORT

Hollandale, WI

Unscored
$5,900155,130 mi

Comparison: 7 similar vehicles

Hollandale, WI

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Freeport, IL

Unscored
$5,913150,309 mi

Comparison: 39 similar vehicles

Freeport, IL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Bellevue, IA

Unscored
$5,995192,350 mi

Comparison: 5 similar vehicles

Bellevue, IA

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Freeport, IL

Unscored
$5,995152,641 mi

Comparison: 17 similar vehicles

Freeport, IL

2003 Ford Explorer Eddie Bauer

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

2003 Ford Explorer Eddie Bauer

East Dubuque, IL

UnscoredInsufficient · 0
$5,995131,929 mi

East Dubuque, IL

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

Unscored
$5,999177,402 mi

Comparison: 16 similar vehicles

Davenport, IA

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Freeport, IL

Unscored
$5,999169,925 mi

Comparison: 5 similar vehicles

Freeport, 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

Unscored
$6,000145,120 mi

Comparison: 12 similar vehicles

East Moline, IL

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Dubuque, IA

Unscored
$6,155144,723 mi

Comparison: 96 similar vehicles

Dubuque, IA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Davenport, IA

Unscored
$6,189149,298 mi

Comparison: 54 similar vehicles

Davenport, IA

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

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Morrison, IL

Unscored
$6,307271,796 mi

Comparison: 12 similar vehicles

Morrison, IL

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Monroe, WI

Unscored
$6,399196,422 mi

Comparison: 13 similar vehicles

Monroe, WI

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

Unscored
$6,450155,022 mi

Comparison: 114 similar vehicles

Eldridge, IA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Dubuque, IA

Fair PriceRobust · 128
$6,45077,000 mi

Market: $2,100 – $12,299

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Dubuque, IA

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Davenport, IA

Unscored
$6,467159,879 mi

Comparison: 88 similar vehicles

Davenport, IA

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Freeport, IL

UnscoredInsufficient · 3
$6,495151,485 mi

Comparison: 3 similar vehicles

Freeport, IL

2013 Ford Escape SE

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

2013 Ford Escape SE

East Dubuque, IL

Unscored
$6,540152,240 mi

Comparison: 52 similar vehicles

East Dubuque, IL

2015 GMC Acadia SLT2

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

2015 GMC Acadia SLT2

Dyersville, IA

Unscored
$6,649174,604 mi

Comparison: 6 similar vehicles

Dyersville, IA

2016 Ford Escape SE

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

2016 Ford Escape SE

Sterling, IL

Unscored
$6,799143,860 mi

Comparison: 178 similar vehicles

Sterling, IL

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Davenport, IA

Fair PriceModerate · 41
$6,872116,717 mi

Market: $3,995 – $14,350

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Davenport, 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.
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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