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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

3,525 listings found

No Photo

2006 Pontiac Torrent Base

Manchester, IA

UnscoredInsufficient · 3
$2,350242,010 mi

Comparison: 3 similar vehicles

Manchester, IA

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Manchester, IA

UnscoredInsufficient · 0
$2,350164,855 mi

Manchester, IA

No Photo

2013 Chevrolet Equinox 2LT

Manchester, IA

UnscoredModerate · 44
$2,850183,728 mi

Comparison: 44 similar vehicles

Manchester, IA

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Manchester, IA

UnscoredLimited · 6
$2,850210,568 mi

Comparison: 6 similar vehicles

Manchester, IA

No Photo

2004 Chevrolet Blazer LS

Manchester, IA

UnscoredInsufficient · 0
$2,850181,968 mi

Manchester, IA

2009 Kia Sportage EX

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

2009 Kia Sportage EX

Dubuque, IA

UnscoredInsufficient · 0
$3,050138,375 mi

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 · 8
$3,175191,789 mi

Comparison: 8 similar vehicles

Monticello, IA

No Photo

2011 Chevrolet Traverse 1LT

Manchester, IA

UnscoredModerate · 38
$3,350258,084 mi

Comparison: 38 similar vehicles

Manchester, IA

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Manchester, IA

UnscoredLimited · 19
$3,350195,353 mi

Comparison: 19 similar vehicles

Manchester, IA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Manchester, IA

UnscoredLimited · 16
$3,650168,259 mi

Comparison: 16 similar vehicles

Manchester, IA

2013 Ford Escape SE

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

2013 Ford Escape SE

Dodgeville, WI

UnscoredModerate · 48
$3,995187,915 mi

Comparison: 48 similar vehicles

Dodgeville, WI

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

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 · 13
$4,193252,272 mi

Comparison: 13 similar vehicles

Maquoketa, IA

2009 Chevrolet Traverse LS

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

2009 Chevrolet Traverse LS

Manchester, IA

UnscoredInsufficient · 0
$4,350158,655 mi

Manchester, 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

UnscoredLimited · 5
$4,495179,866 mi

Comparison: 5 similar vehicles

Platteville, WI

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

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Manchester, IA

UnscoredRobust · 93
$4,550195,120 mi

Comparison: 93 similar vehicles

Manchester, IA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Manchester, IA

Salvage title
$4,850192,167 mi

Manchester, IA

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Manchester, IA

UnscoredLimited · 8
$4,850132,418 mi

Comparison: 8 similar vehicles

Manchester, IA

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Manchester, IA

UnscoredLimited · 18
$4,850131,801 mi

Comparison: 18 similar vehicles

Manchester, IA

No Photo

2008 Jeep Grand Cherokee Laredo

Manchester, IA

UnscoredLimited · 8
$4,850198,662 mi

Comparison: 8 similar vehicles

Manchester, IA

No Photo

2008 Pontiac Torrent Base

Manchester, IA

UnscoredLimited · 10
$4,850133,251 mi

Comparison: 10 similar vehicles

Manchester, IA

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Manchester, IA

UnscoredLimited · 10
$4,850143,393 mi

Comparison: 10 similar vehicles

Manchester, IA

2004 Toyota 4Runner Limited

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

2004 Toyota 4Runner Limited

Manchester, IA

UnscoredInsufficient · 4
$4,850189,250 mi

Comparison: 4 similar vehicles

Manchester, 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 · 33
$4,886226,501 mi

Comparison: 33 similar vehicles

Dubuque, IA

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
$4,896155,592 mi

Darlington, WI

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Manchester, IA

UnscoredInsufficient · 3
$4,949237,026 mi

Comparison: 3 similar vehicles

Manchester, IA

2011 GMC Terrain SLE-2

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

2011 GMC Terrain SLE-2

Dodgeville, WI

UnscoredInsufficient · 0
$4,995107,587 mi

Dodgeville, WI

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
$5,000235,265 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 · 14
$5,155134,592 mi

Comparison: 14 similar vehicles

Dubuque, 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

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

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Hazel Green, WI

UnscoredInsufficient · 4
$5,542127,931 mi

Comparison: 4 similar vehicles

Hazel Green, WI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Platteville, WI

UnscoredLimited · 10
$5,594170,828 mi

Comparison: 10 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

UnscoredRobust · 88
$5,695212,128 mi

Comparison: 88 similar vehicles

Maquoketa, IA

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Darlington, WI

UnscoredInsufficient · 0
$5,792194,235 mi

Darlington, WI

No Photo

2016 Chevrolet Traverse 1LT

Manchester, IA

UnscoredRobust · 59
$5,850174,000 mi

Comparison: 59 similar vehicles

Manchester, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Manchester, IA

UnscoredLimited · 13
$5,850158,185 mi

Comparison: 13 similar vehicles

Manchester, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Manchester, IA

UnscoredLimited · 13
$5,850134,000 mi

Comparison: 13 similar vehicles

Manchester, IA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Manchester, IA

UnscoredLimited · 5
$5,850175,585 mi

Comparison: 5 similar vehicles

Manchester, IA

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

Manchester, IA

UnscoredRobust · 83
$5,850184,708 mi

Comparison: 83 similar vehicles

Manchester, IA

2010 Cadillac SRX Premium Collection

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

2010 Cadillac SRX Premium Collection

Manchester, IA

UnscoredInsufficient · 0
$5,850158,536 mi

Manchester, IA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Hollandale, WI

UnscoredLimited · 17
$5,900231,186 mi

Comparison: 17 similar vehicles

Hollandale, WI

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

UnscoredLimited · 7
$5,900155,130 mi

Comparison: 7 similar vehicles

Hollandale, 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

UnscoredLimited · 5
$5,995217,200 mi

Comparison: 5 similar vehicles

Dubuque, IA

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
$5,995131,928 mi

East Dubuque, IL

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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