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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 3, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

13,711 listings found

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Cedar Rapids, IA

UnscoredInsufficient · 0
$1,500Mileage not verified

Cedar Rapids, IA

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Marion, IA

Unscored
$1,895213,729 mi

Comparison: 5 similar vehicles

Marion, IA

No Photo

2007 Ford Taurus SEL

Cedar Rapids, IA

UnscoredInsufficient · 0
$1,90088,024 mi

Cedar Rapids, IA

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: 45 similar vehicles

Maquoketa, IA

No Photo

2006 Pontiac Torrent Base

Manchester, IA

UnscoredInsufficient · 4
$2,350242,010 mi

Comparison: 4 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 · 3
$2,350164,855 mi

Comparison: 3 similar vehicles

Manchester, IA

No Photo

2005 Toyota Sienna XLE

Manchester, IA

UnscoredInsufficient · 3
$2,350315,820 mi

Comparison: 3 similar vehicles

Manchester, IA

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Cedar Rapids, IA

UnscoredInsufficient · 0
$2,450192,331 mi

Cedar Rapids, IA

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Davenport, IA

Unscored
$2,495304,281 mi

Comparison: 33 similar vehicles

Davenport, IA

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Belle Plaine, IA

Unscored
$2,595Mileage not verified

Comparison: 18 similar vehicles

Belle Plaine, IA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Iowa City, IA

Unscored
$2,717255,350 mi

Comparison: 41 similar vehicles

Iowa City, IA

2010 Ford Focus S

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

2010 Ford Focus S

Iowa City, IA

UnscoredInsufficient · 0
$2,831241,592 mi

Iowa City, IA

No Photo

2015 Chevrolet Malibu 1LT

Manchester, IA

Unscored
$2,850217,000 mi

Comparison: 38 similar vehicles

Manchester, IA

No Photo

2013 Chevrolet Equinox 2LT

Manchester, IA

UnscoredInsufficient · 3
$2,850183,728 mi

Comparison: 3 similar vehicles

Manchester, IA

No Photo

2010 Chrysler Town & Country Touring

Manchester, IA

Unscored
$2,850209,259 mi

Comparison: 42 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

Unscored
$2,850210,568 mi

Comparison: 9 similar vehicles

Manchester, IA

No Photo

2008 Audi A4 Base

Manchester, IA

Unscored
$2,850188,541 mi

Comparison: 7 similar vehicles

Manchester, IA

No Photo

2004 Chevrolet Blazer LS

Manchester, IA

UnscoredInsufficient · 0
$2,850181,968 mi

Manchester, IA

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Vinton, IA

UnscoredInsufficient · 0
$2,990253,026 mi

Vinton, IA

2006 Saturn ION 2

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

2006 Saturn ION 2

Vinton, IA

UnscoredInsufficient · 0
$2,990250,609 mi

Vinton, IA

2001 Mercury Grand Marquis GS

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

2001 Mercury Grand Marquis GS

Maquoketa, IA

UnscoredInsufficient · 0
$2,990174,000 mi

Maquoketa, IA

2010 Chevrolet HHR LT

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

2010 Chevrolet HHR LT

Marion, IA

Unscored
$2,995203,390 mi

Comparison: 6 similar vehicles

Marion, IA

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Marion, IA

Unscored
$2,995206,452 mi

Comparison: 6 similar vehicles

Marion, IA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Marion, IA

UnscoredInsufficient · 0
$2,995207,961 mi

Marion, IA

2004 Saturn ION 2

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

2004 Saturn ION 2

Marion, IA

UnscoredInsufficient · 0
$2,995137,736 mi

Marion, IA

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Dyersville, IA

Unscored
$3,149226,532 mi

Comparison: 23 similar vehicles

Dyersville, 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

2004 Pontiac Grand Prix GT2

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

2004 Pontiac Grand Prix GT2

Davenport, IA

UnscoredInsufficient · 0
$3,250175,250 mi

Davenport, IA

2004 Buick Century Base

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

2004 Buick Century Base

Cedar Rapids, IA

Unscored
$3,250192,860 mi

Comparison: 10 similar vehicles

Cedar Rapids, IA

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Manchester, IA

UnscoredInsufficient · 4
$3,350181,328 mi

Comparison: 4 similar vehicles

Manchester, IA

No Photo

2011 Chevrolet Traverse 1LT

Manchester, IA

Unscored
$3,350258,084 mi

Comparison: 32 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

Unscored
$3,350195,353 mi

Comparison: 11 similar vehicles

Manchester, IA

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Manchester, IA

Unscored
$3,350179,467 mi

Comparison: 19 similar vehicles

Manchester, IA

No Photo

2008 Ford Fusion SEL

Manchester, IA

Salvage title
$3,350Mileage not verified

Manchester, IA

2004 Pontiac Bonneville GXP

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

2004 Pontiac Bonneville GXP

Manchester, IA

UnscoredInsufficient · 0
$3,350178,505 mi

Manchester, IA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Iowa City, IA

Unscored
$3,425175,370 mi

Comparison: 7 similar vehicles

Iowa City, IA

2008 Chrysler PT Cruiser LIMITED

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

2008 Chrysler PT Cruiser LIMITED

Independence, IA

UnscoredInsufficient · 0
$3,479177,127 mi

Independence, IA

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Marion, IA

Unscored
$3,495223,314 mi

Comparison: 10 similar vehicles

Marion, IA

2007 GMC Acadia SLT2

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

2007 GMC Acadia SLT2

Marion, IA

UnscoredInsufficient · 3
$3,495185,411 mi

Comparison: 3 similar vehicles

Marion, IA

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Marion, IA

Unscored
$3,495253,211 mi

Comparison: 22 similar vehicles

Marion, IA

2006 Audi A6 Base

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

2006 Audi A6 Base

Marion, IA

UnscoredInsufficient · 0
$3,495165,865 mi

Marion, IA

2005 Nissan Maxima SE

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

2005 Nissan Maxima SE

Marion, IA

UnscoredInsufficient · 0
$3,495170,892 mi

Marion, IA

2004 Pontiac Grand Am SE

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

2004 Pontiac Grand Am SE

Marion, IA

UnscoredInsufficient · 0
$3,495114,627 mi

Marion, IA

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Marion, IA

UnscoredInsufficient · 3
$3,495216,480 mi

Comparison: 3 similar vehicles

Marion, IA

2008 Cadillac DTS 1SE

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

2008 Cadillac DTS 1SE

Manchester, IA

UnscoredInsufficient · 0
$3,550191,648 mi

Manchester, IA

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Iowa City, IA

UnscoredInsufficient · 0
$3,564190,341 mi

Iowa City, IA

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Iowa City, IA

Unscored
$3,816170,521 mi

Comparison: 21 similar vehicles

Iowa City, IA

2010 Acura MDX Advance and Entertainment Package

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

2010 Acura MDX Advance and Entertainment Package

Iowa City, IA

UnscoredInsufficient · 0
$3,830220,948 mi

Iowa City, IA

2010 Honda Pilot EX

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

2010 Honda Pilot EX

Cedar Rapids, IA

Unscored
$3,845209,403 mi

Comparison: 5 similar vehicles

Cedar Rapids, IA

2005 Honda Accord LX

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

2005 Honda Accord LX

Cedar Rapids, IA

UnscoredInsufficient · 0
$3,845171,655 mi

Cedar Rapids, 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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