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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

143 listings found

2003 Honda Civic EX

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

2003 Honda Civic EX

Sparks, NV

UnscoredInsufficient · 0
$6,326131,690 mi

Sparks, NV

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Reno, NV

UnscoredLimited · 5
$6,498121,001 mi

Comparison: 5 similar vehicles

Reno, NV

2007 Honda Accord LX

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

2007 Honda Accord LX

Sparks, NV

UnscoredInsufficient · 3
$6,826237,474 mi

Comparison: 3 similar vehicles

Sparks, NV

2012 Honda Civic LX

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

2012 Honda Civic LX

Sparks, NV

UnscoredRobust · 54
$7,326192,207 mi

Comparison: 54 similar vehicles

Sparks, NV

2014 Kia Forte Koup SX

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

2014 Kia Forte Koup SX

Carson City, NV

Salvage title
$7,823132,662 mi

Carson City, NV

2014 Scion tC Base

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

2014 Scion tC Base

Carson City, NV

UnscoredInsufficient · 0
$9,995153,537 mi

Carson City, NV

2009 Audi TT Premium

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

2009 Audi TT Premium

Reno, NV

UnscoredInsufficient · 0
$10,64993,585 mi

Reno, NV

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Carson City, NV

UnscoredLimited · 5
$11,999105,700 mi

Comparison: 5 similar vehicles

Carson City, NV

2001 Chevrolet Camaro Z28

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

2001 Chevrolet Camaro Z28

Sparks, NV

UnscoredInsufficient · 0
$13,82699,861 mi

Sparks, NV

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Sparks, NV

UnscoredLimited · 10
$13,995130,876 mi

Comparison: 10 similar vehicles

Sparks, NV

2015 Scion tC Base

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

2015 Scion tC Base

Reno, NV

UnscoredLimited · 6
$14,99577,372 mi

Comparison: 6 similar vehicles

Reno, NV

2017 Honda Civic EX-L

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

2017 Honda Civic EX-L

Reno, NV

UnscoredLimited · 6
$15,046119,006 mi

Comparison: 6 similar vehicles

Reno, NV

2013 BMW 3 Series 335i

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

2013 BMW 3 Series 335i

Reno, NV

UnscoredLimited · 9
$15,68790,886 mi

Comparison: 9 similar vehicles

Reno, NV

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Reno, NV

UnscoredInsufficient · 4
$15,69480,442 mi

Comparison: 4 similar vehicles

Reno, NV

2014 Subaru BRZ Limited

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

2014 Subaru BRZ Limited

Reno, NV

UnscoredInsufficient · 0
$15,795Mileage not verified

Reno, NV

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Reno, NV

UnscoredInsufficient · 0
$15,99072,459 mi

Reno, NV

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

Reno, NV

UnscoredLimited · 5
$16,99085,708 mi

Comparison: 5 similar vehicles

Reno, NV

2016 Subaru BRZ Limited

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

2016 Subaru BRZ Limited

Reno, NV

UnscoredInsufficient · 0
$16,995126,924 mi

Reno, NV

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Reno, NV

UnscoredLimited · 9
$16,998101,928 mi

Comparison: 9 similar vehicles

Reno, NV

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Reno, NV

UnscoredInsufficient · 0
$17,78976,847 mi

Reno, NV

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Reno, NV

Fair PriceLimited · 15
$18,99863,238 mi

Market: $12,888 – $23,123

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Reno, NV

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Reno, NV

UnscoredLimited · 5
$19,587111,866 mi

Comparison: 5 similar vehicles

Reno, NV

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Reno, NV

UnscoredLimited · 6
$19,768126,732 mi

Comparison: 6 similar vehicles

Reno, NV

2001 Ford Mustang Cobra SVT

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

2001 Ford Mustang Cobra SVT

Carson City, NV

UnscoredInsufficient · 0
$19,99573,224 mi

Carson City, NV

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Reno, NV

Fair PriceLimited · 13
$19,99864,798 mi

Market: $15,127 – $26,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Reno, NV

2011 Nissan 370Z Base

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

2011 Nissan 370Z Base

Reno, NV

UnscoredInsufficient · 0
$20,54980,597 mi

Reno, NV

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Reno, NV

UnscoredInsufficient · 3
$20,62696,892 mi

Comparison: 3 similar vehicles

Reno, NV

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Reno, NV

Salvage title
$20,80040,754 mi

Reno, NV

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Sparks, NV

Fair PriceLimited · 10
$20,99583,661 mi

Market: $13,995 – $23,582

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Sparks, NV

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Reno, NV

UnscoredLimited · 8
$22,99867,970 mi

Comparison: 8 similar vehicles

Reno, NV

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Reno, NV

UnscoredInsufficient · 0
$23,35560,080 mi

Reno, NV

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Reno, NV

UnscoredInsufficient · 4
$25,28962,047 mi

Comparison: 4 similar vehicles

Reno, NV

2015 Dodge Challenger SRT

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

2015 Dodge Challenger SRT

Reno, NV

UnscoredInsufficient · 0
$25,97988,265 mi

Reno, NV

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Reno, NV

Salvage title
$26,00012,111 mi

Reno, NV

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Reno, NV

UnscoredInsufficient · 0
$27,99839,009 mi

Reno, NV

2014 Dodge Challenger SRT8

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

2014 Dodge Challenger SRT8

Reno, NV

UnscoredInsufficient · 0
$28,21866,493 mi

Reno, NV

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

Reno, NV

UnscoredInsufficient · 0
$28,31221,805 mi

Reno, NV

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Reno, NV

Salvage title
$28,6006,373 mi

Reno, NV

2021 INFINITI Q60 Coupe RED SPORT

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

2021 INFINITI Q60 Coupe RED SPORT

Reno, NV

Salvage title
$28,60043,957 mi

Reno, NV

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Reno, NV

UnscoredInsufficient · 0
$29,30031,590 mi

Reno, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Reno, NV

UnscoredInsufficient · 4
$30,040Mileage not verified

Comparison: 4 similar vehicles

Reno, NV

2008 Porsche Cayman Base

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

2008 Porsche Cayman Base

Reno, NV

UnscoredInsufficient · 0
$30,47662,093 mi

Reno, NV

2021 Ford Mustang GT Premium

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

2021 Ford Mustang GT Premium

Reno, NV

Salvage title
$30,50049,788 mi

Reno, NV

2005 Bentley Continental GT Base

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

2005 Bentley Continental GT Base

Reno, NV

UnscoredInsufficient · 0
$30,57433,027 mi

Reno, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Reno, NV

UnscoredInsufficient · 4
$30,945Mileage not verified

Comparison: 4 similar vehicles

Reno, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Reno, NV

UnscoredInsufficient · 4
$31,423Mileage not verified

Comparison: 4 similar vehicles

Reno, NV

2025 Mazda MX-5 Miata RF Grand Touring

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

2025 Mazda MX-5 Miata RF Grand Touring

Fernley, NV

UnscoredInsufficient · 0
$32,39012,367 mi

Fernley, NV

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Reno, NV

UnscoredInsufficient · 0
$32,52133,154 mi

Reno, NV

2018 Ford Mustang GT Premium

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

2018 Ford Mustang GT Premium

Fallon, NV

UnscoredLimited · 9
$32,69063,191 mi

Comparison: 9 similar vehicles

Fallon, NV

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Reno, NV

UnscoredInsufficient · 4
$32,99854,263 mi

Comparison: 4 similar vehicles

Reno, NV

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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