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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

298 listings found

2001 Volkswagen Jetta GLS

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

2001 Volkswagen Jetta GLS

Fort Collins, CO

UnscoredInsufficient · 0
$3,550189,952 mi

Fort Collins, CO

2014 Nissan Versa Sedan S

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

2014 Nissan Versa Sedan S

Fort Collins, CO

UnscoredInsufficient · 0
$3,950172,911 mi

Fort Collins, CO

2007 Saab 9-3 Aero

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

2007 Saab 9-3 Aero

Fort Collins, CO

UnscoredInsufficient · 0
$3,950185,843 mi

Fort Collins, CO

2000 Buick Century CUSTOM

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

2000 Buick Century CUSTOM

Cheyenne, WY

UnscoredInsufficient · 0
$3,988116,329 mi

Cheyenne, WY

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Laramie, WY

UnscoredInsufficient · 3
$5,431144,899 mi

Comparison: 3 similar vehicles

Laramie, WY

2010 Lincoln MKS EcoBoost

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

2010 Lincoln MKS EcoBoost

Greeley, CO

UnscoredInsufficient · 0
$5,495140,395 mi

Greeley, CO

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Greeley, CO

UnscoredInsufficient · 0
$5,500182,023 mi

Greeley, CO

2008 Saab 9-3 2.0T

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

2008 Saab 9-3 2.0T

Fort Collins, CO

UnscoredInsufficient · 0
$5,650132,946 mi

Fort Collins, CO

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Fort Collins, CO

UnscoredLimited · 7
$5,749181,236 mi

Comparison: 7 similar vehicles

Fort Collins, CO

2016 Ford Fusion Energi SE Luxury

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

2016 Ford Fusion Energi SE Luxury

Greeley, CO

UnscoredInsufficient · 0
$6,200191,121 mi

Greeley, CO

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Fort Collins, CO

UnscoredInsufficient · 4
$6,244153,050 mi

Comparison: 4 similar vehicles

Fort Collins, CO

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Cheyenne, WY

UnscoredInsufficient · 0
$6,28889,458 mi

Cheyenne, WY

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Fort Collins, CO

UnscoredInsufficient · 0
$6,449133,892 mi

Fort Collins, CO

2005 Nissan Altima S

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

2005 Nissan Altima S

Greeley, CO

UnscoredInsufficient · 0
$6,49586,535 mi

Greeley, CO

2001 Dodge Intrepid SE

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

2001 Dodge Intrepid SE

Fort Collins, CO

UnscoredInsufficient · 0
$6,497142,942 mi

Fort Collins, CO

2003 Pontiac Grand Am GT1

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

2003 Pontiac Grand Am GT1

Greeley, CO

UnscoredInsufficient · 0
$6,500103,070 mi

Greeley, CO

2014 Honda Civic LX

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

2014 Honda Civic LX

Cheyenne, WY

UnscoredLimited · 12
$6,988186,503 mi

Comparison: 12 similar vehicles

Cheyenne, WY

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Fort Collins, CO

UnscoredLimited · 5
$6,991149,696 mi

Comparison: 5 similar vehicles

Fort Collins, CO

2007 Buick LaCrosse CX

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

2007 Buick LaCrosse CX

Cheyenne, WY

UnscoredInsufficient · 0
$7,217118,005 mi

Cheyenne, WY

2009 Honda Civic EX-L

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

2009 Honda Civic EX-L

Fort Collins, CO

UnscoredInsufficient · 0
$7,495141,071 mi

Fort Collins, CO

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Fort Collins, CO

UnscoredInsufficient · 3
$7,590193,613 mi

Comparison: 3 similar vehicles

Fort Collins, CO

2019 Kia Optima LX

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

2019 Kia Optima LX

Cheyenne, WY

UnscoredInsufficient · 3
$7,59482,377 mi

Comparison: 3 similar vehicles

Cheyenne, WY

2009 Volkswagen Passat Komfort

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

2009 Volkswagen Passat Komfort

Fort Collins, CO

UnscoredInsufficient · 0
$7,98093,790 mi

Fort Collins, CO

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Cheyenne, WY

UnscoredInsufficient · 0
$7,988193,186 mi

Cheyenne, WY

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Laramie, WY

UnscoredLimited · 9
$7,995121,989 mi

Comparison: 9 similar vehicles

Laramie, WY

2010 Ford Fusion S

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

2010 Ford Fusion S

Greeley, CO

UnscoredInsufficient · 0
$7,99577,149 mi

Greeley, CO

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Laramie, WY

UnscoredInsufficient · 0
$8,49593,572 mi

Laramie, WY

2005 Mercedes-Benz E-Class E500

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

2005 Mercedes-Benz E-Class E500

Fort Collins, CO

UnscoredInsufficient · 0
$8,98068,595 mi

Fort Collins, CO

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Laramie, WY

UnscoredInsufficient · 3
$8,987120,105 mi

Comparison: 3 similar vehicles

Laramie, WY

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Laramie, WY

UnscoredLimited · 7
$8,987152,057 mi

Comparison: 7 similar vehicles

Laramie, WY

2017 Kia Forte LX

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

2017 Kia Forte LX

Fort Collins, CO

UnscoredLimited · 5
$8,99497,981 mi

Comparison: 5 similar vehicles

Fort Collins, CO

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Fort Collins, CO

UnscoredLimited · 17
$8,999146,100 mi

Comparison: 17 similar vehicles

Fort Collins, CO

2019 Subaru Impreza Premium

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

2019 Subaru Impreza Premium

Fort Collins, CO

Salvage title
$9,24474,266 mi

Fort Collins, CO

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Greeley, CO

UnscoredLimited · 5
$9,77784,747 mi

Comparison: 5 similar vehicles

Greeley, CO

2007 Audi A4 Base

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

2007 Audi A4 Base

Cheyenne, WY

UnscoredInsufficient · 0
$9,98888,620 mi

Cheyenne, WY

2013 Subaru Impreza WRX

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

2013 Subaru Impreza WRX

Fort Collins, CO

UnscoredInsufficient · 0
$9,990143,039 mi

Fort Collins, CO

2015 Audi A3 Sedan Premium Plus

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

2015 Audi A3 Sedan Premium Plus

Fort Collins, CO

UnscoredLimited · 5
$9,995140,917 mi

Comparison: 5 similar vehicles

Fort Collins, CO

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Fort Collins, CO

UnscoredModerate · 27
$9,999125,301 mi

Comparison: 27 similar vehicles

Fort Collins, CO

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Fort Collins, CO

UnscoredInsufficient · 3
$9,999104,100 mi

Comparison: 3 similar vehicles

Fort Collins, CO

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Fort Collins, CO

UnscoredInsufficient · 0
$10,195132,242 mi

Fort Collins, CO

2016 Subaru Legacy 2.5i Limited

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

2016 Subaru Legacy 2.5i Limited

Fort Collins, CO

UnscoredInsufficient · 4
$10,244135,872 mi

Comparison: 4 similar vehicles

Fort Collins, CO

2009 Lexus ES 350

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

2009 Lexus ES 350

Fort Collins, CO

UnscoredInsufficient · 4
$10,383116,149 mi

Comparison: 4 similar vehicles

Fort Collins, CO

2015 Honda Civic EX

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

2015 Honda Civic EX

Fort Collins, CO

UnscoredInsufficient · 3
$10,649147,474 mi

Comparison: 3 similar vehicles

Fort Collins, CO

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Fort Collins, CO

UnscoredInsufficient · 0
$10,749110,289 mi

Fort Collins, CO

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Fort Collins, CO

OverpricedLimited · 15
$10,795131,693 mi

Market: $7,000 – $10,495

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Collins, CO

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Laramie, WY

Fair PriceModerate · 23
$10,990117,702 mi

Market: $4,950 – $15,498

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Laramie, WY

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Laramie, WY

UnscoredInsufficient · 0
$10,99551,236 mi

Laramie, WY

2010 Subaru Impreza WRX

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

2010 Subaru Impreza WRX

Cheyenne, WY

UnscoredInsufficient · 0
$10,995152,664 mi

Cheyenne, WY

2011 Toyota Avalon

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

2011 Toyota Avalon

Fort Collins, CO

UnscoredInsufficient · 0
$11,095197,561 mi

Fort Collins, CO

2003 Ford Crown Victoria LX

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

2003 Ford Crown Victoria LX

Greeley, CO

UnscoredInsufficient · 0
$11,20025,372 mi

Greeley, CO

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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