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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 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

1,318 listings found

2000 Chevrolet Monte Carlo LS

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

2000 Chevrolet Monte Carlo LS

Colorado Springs, CO

UnscoredInsufficient · 0
$2,700106,120 mi

Colorado Springs, CO

1997 Pontiac Sunfire SE

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

1997 Pontiac Sunfire SE

Colorado Springs, CO

UnscoredInsufficient · 0
$2,900158,404 mi

Colorado Springs, CO

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Grand Junction, CO

UnscoredInsufficient · 0
$3,095173,781 mi

Grand Junction, CO

2004 Saturn ION 3

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

2004 Saturn ION 3

Colorado Springs, CO

UnscoredInsufficient · 0
$3,290118,223 mi

Colorado Springs, CO

2009 Honda Civic EX

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

2009 Honda Civic EX

Grand Junction, CO

UnscoredInsufficient · 0
$3,377188,323 mi

Grand Junction, CO

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Colorado Springs, CO

UnscoredInsufficient · 0
$3,900145,000 mi

Colorado Springs, CO

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Denver, CO

UnscoredInsufficient · 0
$3,900206,313 mi

Denver, CO

2003 Toyota Camry Solara SLE

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

2003 Toyota Camry Solara SLE

Denver, CO

UnscoredInsufficient · 0
$3,970204,990 mi

Denver, CO

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Englewood, CO

UnscoredInsufficient · 0
$3,988186,679 mi

Englewood, CO

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Lakewood, CO

UnscoredInsufficient · 0
$3,988185,471 mi

Lakewood, CO

1998 Honda Accord EX

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

1998 Honda Accord EX

Lakewood, CO

UnscoredInsufficient · 0
$3,988220,474 mi

Lakewood, CO

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Thornton, CO

UnscoredInsufficient · 0
$4,467176,706 mi

Thornton, CO

2004 Ford Mustang Deluxe

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

2004 Ford Mustang Deluxe

Colorado Springs, CO

Salvage title
$4,495108,699 mi

Colorado Springs, CO

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Colorado Springs, CO

UnscoredInsufficient · 0
$4,700164,073 mi

Colorado Springs, CO

2000 Toyota Celica GT

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

2000 Toyota Celica GT

Longmont, CO

UnscoredInsufficient · 0
$4,900205,999 mi

Longmont, CO

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Colorado Springs, CO

UnscoredInsufficient · 0
$4,950110,605 mi

Colorado Springs, CO

2007 Honda Civic EX

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

2007 Honda Civic EX

Lakewood, CO

UnscoredLimited · 6
$4,988189,750 mi

Comparison: 6 similar vehicles

Lakewood, CO

2007 Scion tC Base

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

2007 Scion tC Base

Denver, CO

UnscoredInsufficient · 0
$4,995153,281 mi

Denver, CO

2000 Mercedes-Benz CL-Class CL500

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

2000 Mercedes-Benz CL-Class CL500

Denver, CO

UnscoredInsufficient · 0
$5,198167,305 mi

Denver, CO

2011 Hyundai Genesis Coupe Premium

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

2011 Hyundai Genesis Coupe Premium

Loveland, CO

UnscoredInsufficient · 0
$5,499134,114 mi

Loveland, CO

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Colorado Springs, CO

UnscoredInsufficient · 3
$5,700136,430 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2006 Honda Civic EX

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

2006 Honda Civic EX

Wheat Ridge, CO

UnscoredInsufficient · 0
$5,900134,526 mi

Wheat Ridge, CO

2004 Nissan 350Z Touring

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

2004 Nissan 350Z Touring

Pueblo, CO

UnscoredInsufficient · 0
$5,900155,007 mi

Pueblo, CO

2008 Honda Civic EX

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

2008 Honda Civic EX

Denver, CO

Salvage title
$5,950128,438 mi

Denver, CO

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Lakewood, CO

UnscoredInsufficient · 0
$5,98892,390 mi

Lakewood, CO

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Lakewood, CO

UnscoredInsufficient · 0
$5,988112,368 mi

Lakewood, CO

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Gunnison, CO

UnscoredInsufficient · 0
$5,99578,016 mi

Gunnison, CO

2005 Honda Civic HX

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

2005 Honda Civic HX

Englewood, CO

UnscoredInsufficient · 0
$5,995153,470 mi

Englewood, CO

2001 Toyota Camry Solara Base

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

2001 Toyota Camry Solara Base

Greeley, CO

UnscoredInsufficient · 0
$5,995108,248 mi

Greeley, CO

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Littleton, CO

UnscoredInsufficient · 0
$6,298170,571 mi

Littleton, CO

1997 Honda Del Sol SI

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

1997 Honda Del Sol SI

Fort Lupton, CO

UnscoredInsufficient · 0
$6,500101,354 mi

Fort Lupton, CO

2011 Honda Civic EX-L

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

2011 Honda Civic EX-L

Longmont, CO

UnscoredInsufficient · 0
$6,795162,910 mi

Longmont, CO

2008 Honda Civic LX

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

2008 Honda Civic LX

Wheat Ridge, CO

UnscoredLimited · 7
$6,90072,913 mi

Comparison: 7 similar vehicles

Wheat Ridge, CO

2006 Chevrolet Monte Carlo LT

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

2006 Chevrolet Monte Carlo LT

Wheat Ridge, CO

UnscoredInsufficient · 0
$6,900110,640 mi

Wheat Ridge, CO

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Thornton, CO

UnscoredInsufficient · 3
$6,967147,233 mi

Comparison: 3 similar vehicles

Thornton, CO

2010 Scion tC Base

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

2010 Scion tC Base

Lakewood, CO

Salvage title
$6,975100,138 mi

Lakewood, CO

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Littleton, CO

UnscoredInsufficient · 0
$7,698169,413 mi

Littleton, CO

2007 Honda Civic EX

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

2007 Honda Civic EX

Colorado Springs, CO

UnscoredInsufficient · 0
$7,799148,486 mi

Colorado Springs, CO

2001 Mercedes-Benz CL-Class CL

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

2001 Mercedes-Benz CL-Class CL

Longmont, CO

UnscoredInsufficient · 0
$7,900135,896 mi

Longmont, CO

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Grand Junction, CO

UnscoredInsufficient · 0
$7,948140,248 mi

Grand Junction, CO

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Greeley, CO

UnscoredInsufficient · 3
$7,99589,370 mi

Comparison: 3 similar vehicles

Greeley, CO

2013 Scion tC Release Series 8.0

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

2013 Scion tC Release Series 8.0

Englewood, CO

UnscoredInsufficient · 0
$7,995113,206 mi

Englewood, CO

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Englewood, CO

UnscoredInsufficient · 0
$7,995126,200 mi

Englewood, CO

2001 Honda Accord LX

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

2001 Honda Accord LX

Castle Rock, CO

UnscoredInsufficient · 0
$7,995124,030 mi

Castle Rock, CO

1998 Chevrolet Camaro Base

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

1998 Chevrolet Camaro Base

Loveland, CO

UnscoredInsufficient · 0
$7,99973,750 mi

Loveland, CO

2014 Mercedes-Benz C-Class C350 Sport

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

2014 Mercedes-Benz C-Class C350 Sport

Lakewood, CO

Salvage title
$8,00085,025 mi

Lakewood, CO

2011 Scion tC Base

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

2011 Scion tC Base

Lakewood, CO

UnscoredInsufficient · 0
$8,291132,366 mi

Lakewood, CO

2007 Scion tC Base

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

2007 Scion tC Base

Englewood, CO

UnscoredInsufficient · 0
$8,36889,678 mi

Englewood, CO

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Colorado Springs, CO

UnscoredInsufficient · 0
$8,450133,037 mi

Colorado Springs, CO

2013 Honda Accord EX

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

2013 Honda Accord EX

Englewood, CO

UnscoredInsufficient · 0
$8,490134,896 mi

Englewood, CO

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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