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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

273 listings found

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

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

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

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

2011 Nissan Altima S

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

2011 Nissan Altima S

Denver, CO

UnscoredInsufficient · 3
$7,51195,355 mi

Comparison: 3 similar vehicles

Denver, 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

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

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

2011 Scion tC Base

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

2011 Scion tC Base

Greeley, CO

UnscoredInsufficient · 0
$8,291132,366 mi

Greeley, 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 Lupton, CO

UnscoredLimited · 11
$8,750161,070 mi

Comparison: 11 similar vehicles

Fort Lupton, CO

2014 Honda Civic LX

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

2014 Honda Civic LX

Greeley, CO

Fair PriceLimited · 12
$8,900114,520 mi

Market: $5,999 – $11,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Greeley, CO

2001 Pontiac Grand Prix GTP

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

2001 Pontiac Grand Prix GTP

La Salle, CO

UnscoredInsufficient · 0
$9,00091,898 mi

La Salle, CO

2013 BMW 6 Series 650i

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

2013 BMW 6 Series 650i

Fort Collins, CO

UnscoredInsufficient · 0
$9,883104,549 mi

Fort Collins, CO

2006 BMW 6 Series 650i

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

2006 BMW 6 Series 650i

Niwot, CO

UnscoredInsufficient · 0
$9,95092,274 mi

Niwot, CO

2000 Chevrolet Camaro Z28

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

2000 Chevrolet Camaro Z28

Cheyenne, WY

UnscoredInsufficient · 0
$9,995123,267 mi

Cheyenne, WY

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Greeley, CO

UnscoredInsufficient · 0
$10,595123,699 mi

Greeley, CO

2015 Scion tC Base

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

2015 Scion tC Base

Longmont, CO

UnscoredInsufficient · 0
$10,999115,510 mi

Longmont, CO

2015 Audi A5 Premium Plus

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

2015 Audi A5 Premium Plus

Greeley, CO

UnscoredInsufficient · 0
$11,984111,431 mi

Greeley, CO

2012 Honda Civic SI

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

2012 Honda Civic SI

Longmont, CO

UnscoredInsufficient · 0
$11,999156,174 mi

Longmont, CO

2013 Hyundai Genesis Coupe Grand Touring

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

2013 Hyundai Genesis Coupe Grand Touring

Greeley, CO

UnscoredInsufficient · 0
$12,49988,000 mi

Greeley, CO

2014 BMW 2 Series 228i

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

2014 BMW 2 Series 228i

Fort Collins, CO

UnscoredInsufficient · 0
$12,590110,340 mi

Fort Collins, CO

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Longmont, CO

UnscoredInsufficient · 0
$12,99570,124 mi

Longmont, CO

2013 Hyundai Genesis Coupe R-Spec

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

2013 Hyundai Genesis Coupe R-Spec

Brighton, CO

UnscoredInsufficient · 0
$12,99892,981 mi

Brighton, CO

1999 Chevrolet Camaro Z28

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

1999 Chevrolet Camaro Z28

Fort Collins, CO

UnscoredInsufficient · 0
$13,19899,820 mi

Fort Collins, CO

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Denver, CO

UnscoredInsufficient · 4
$13,97276,298 mi

Comparison: 4 similar vehicles

Denver, CO

2013 Honda Civic SI

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

2013 Honda Civic SI

Longmont, CO

UnscoredInsufficient · 0
$13,999103,529 mi

Longmont, CO

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Longmont, CO

UnscoredLimited · 5
$14,517102,794 mi

Comparison: 5 similar vehicles

Longmont, CO

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Longmont, CO

UnscoredInsufficient · 3
$14,86282,072 mi

Comparison: 3 similar vehicles

Longmont, CO

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Denver, CO

UnscoredLimited · 8
$14,998108,574 mi

Comparison: 8 similar vehicles

Denver, CO

2014 Cadillac ELR Base

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

2014 Cadillac ELR Base

Greeley, CO

UnscoredInsufficient · 0
$15,40041,980 mi

Greeley, CO

2003 Chevrolet Corvette Base

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

2003 Chevrolet Corvette Base

Longmont, CO

UnscoredInsufficient · 0
$15,961110,743 mi

Longmont, CO

2002 Audi TT ALMS Commemorative Edition

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

2002 Audi TT ALMS Commemorative Edition

Boulder, CO

UnscoredInsufficient · 0
$16,49042,321 mi

Boulder, CO

2017 Audi A5 Coupe Sport

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

2017 Audi A5 Coupe Sport

Longmont, CO

UnscoredInsufficient · 0
$16,99974,865 mi

Longmont, CO

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Longmont, CO

UnscoredInsufficient · 0
$16,99965,562 mi

Longmont, CO

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Longmont, CO

UnscoredLimited · 8
$16,99971,076 mi

Comparison: 8 similar vehicles

Longmont, CO

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Greeley, CO

UnscoredLimited · 7
$17,20094,764 mi

Comparison: 7 similar vehicles

Greeley, CO

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Greeley, CO

UnscoredInsufficient · 3
$17,40086,760 mi

Comparison: 3 similar vehicles

Greeley, CO

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Greeley, CO

UnscoredInsufficient · 3
$17,790104,122 mi

Comparison: 3 similar vehicles

Greeley, CO

2015 Subaru BRZ Series.Blue

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

2015 Subaru BRZ Series.Blue

Longmont, CO

UnscoredInsufficient · 0
$17,97389,604 mi

Longmont, CO

1997 Pontiac Firebird FORMULA

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

1997 Pontiac Firebird FORMULA

Greeley, CO

UnscoredInsufficient · 0
$18,48457,123 mi

Greeley, CO

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Greeley, CO

UnscoredLimited · 7
$18,98478,126 mi

Comparison: 7 similar vehicles

Greeley, CO

2019 Cadillac ATS Coupe Luxury

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

2019 Cadillac ATS Coupe Luxury

Loveland, CO

UnscoredInsufficient · 0
$18,98843,709 mi

Loveland, CO

2017 Dodge Challenger Scat Pack

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

2017 Dodge Challenger Scat Pack

Greeley, CO

UnscoredInsufficient · 0
$18,995149,294 mi

Greeley, CO

2002 Chevrolet Camaro Z28

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

2002 Chevrolet Camaro Z28

Fort Collins, CO

UnscoredInsufficient · 0
$19,00042,197 mi

Fort Collins, CO

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Loveland, CO

UnscoredInsufficient · 0
$19,98871,196 mi

Loveland, CO

2020 Honda Civic Si

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

2020 Honda Civic Si

Longmont, CO

Fair PriceModerate · 23
$19,99584,642 mi

Market: $18,798 – $22,998

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Longmont, CO

2012 Mercedes-Benz C-Class C63 AMG

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

2012 Mercedes-Benz C-Class C63 AMG

Longmont, CO

UnscoredInsufficient · 0
$19,995136,913 mi

Longmont, CO

1997 Pontiac Firebird FORMULA

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

1997 Pontiac Firebird FORMULA

Longmont, CO

UnscoredInsufficient · 0
$19,99922,475 mi

Longmont, CO

2013 Chevrolet Camaro 1SS

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

2013 Chevrolet Camaro 1SS

Longmont, CO

UnscoredInsufficient · 0
$20,10489,426 mi

Longmont, 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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