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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

54 listings found

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

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 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

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

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

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Cheyenne, WY

UnscoredInsufficient · 0
$13,124104,000 mi

Cheyenne, WY

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

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

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

UnscoredLimited · 7
$17,40086,760 mi

Comparison: 7 similar vehicles

Greeley, 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

2016 BMW 2 Series M235i

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

2016 BMW 2 Series M235i

Fort Collins, CO

UnscoredInsufficient · 4
$21,59072,007 mi

Comparison: 4 similar vehicles

Fort Collins, CO

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Fort Collins, CO

UnscoredInsufficient · 0
$26,04417,017 mi

Fort Collins, CO

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Cheyenne, WY

UnscoredInsufficient · 3
$29,99599,999 mi

Comparison: 3 similar vehicles

Cheyenne, WY

2016 Lexus RC 350

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

2016 Lexus RC 350

Fort Collins, CO

UnscoredInsufficient · 0
$30,59073,853 mi

Fort Collins, CO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Laramie, WY

Fair PriceRobust · 55
$32,390Mileage not verified

Market: $29,287 – $42,141

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 393 days listed (based on current market benchmarks)

Laramie, WY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fort Collins, CO

Fair PriceModerate · 23
$35,022123 mi

Market: $29,287 – $42,141

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Fort Collins, CO

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Laramie, WY

UnscoredInsufficient · 0
$35,189Mileage not verified

Laramie, WY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Fort Collins, CO

UnscoredInsufficient · 0
$35,695Mileage not verified

Fort Collins, CO

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Fort Collins, CO

UnscoredInsufficient · 0
$35,985Mileage not verified

Fort Collins, CO

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Cheyenne, WY

UnscoredInsufficient · 3
$38,230123 mi

Comparison: 3 similar vehicles

Cheyenne, WY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Laramie, WY

UnscoredInsufficient · 3
$38,945Mileage not verified

Comparison: 3 similar vehicles

Laramie, WY

2024 Chevrolet Camaro 3LT

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

2024 Chevrolet Camaro 3LT

Laramie, WY

UnscoredInsufficient · 0
$38,99113,156 mi

Laramie, WY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Fort Collins, CO

Fair PriceLimited · 11
$40,874Mileage not verified

Market: $38,230 – $47,199

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Fort Collins, CO

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Fort Collins, CO

UnscoredInsufficient · 0
$41,245Mileage not verified

Fort Collins, CO

2023 Chevrolet Camaro 1SS

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

2023 Chevrolet Camaro 1SS

Laramie, WY

UnscoredInsufficient · 0
$42,9917,200 mi

Laramie, WY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Laramie, WY

UnscoredInsufficient · 3
$43,160Mileage not verified

Comparison: 3 similar vehicles

Laramie, WY

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Cheyenne, WY

UnscoredLimited · 8
$43,650Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Porsche 911 GTS

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

2027 Porsche 911 GTS

Fort Collins, CO

UnscoredInsufficient · 0
$46,190Mileage not verified

Fort Collins, CO

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Cheyenne, WY

Fair PriceLimited · 17
$47,374Mileage not verified

Market: $45,385 – $47,809

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Cheyenne, WY

OverpricedLimited · 17
$47,809Mileage not verified

Market: $45,385 – $47,374

Comparison: 17 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cheyenne, WY

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Cheyenne, WY

UnscoredInsufficient · 3
$48,93011,471 mi

Comparison: 3 similar vehicles

Cheyenne, WY

2013 Ford Mustang Shelby GT500

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

2013 Ford Mustang Shelby GT500

Cheyenne, WY

UnscoredInsufficient · 0
$49,02366,469 mi

Cheyenne, WY

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Fort Collins, CO

Fair PriceModerate · 21
$56,444123 mi

Market: $54,284 – $67,986

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Fort Collins, CO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Laramie, WY

UnscoredLimited · 6
$57,565Mileage not verified

Comparison: 6 similar vehicles

Laramie, WY

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Fort Collins, CO

Fair PriceModerate · 21
$58,794Mileage not verified

Market: $54,284 – $67,986

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 285 days listed (based on current market benchmarks)

Fort Collins, CO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Cheyenne, WY

UnscoredLimited · 6
$65,718123 mi

Comparison: 6 similar vehicles

Cheyenne, WY

2017 Ford Mustang Shelby GT350

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

2017 Ford Mustang Shelby GT350

Fort Collins, CO

UnscoredInsufficient · 0
$66,2943,965 mi

Fort Collins, CO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Laramie, WY

UnscoredLimited · 6
$66,986Mileage not verified

Comparison: 6 similar vehicles

Laramie, WY

2023 BMW M2 Coupe Base

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

2023 BMW M2 Coupe Base

Fort Collins, CO

UnscoredInsufficient · 0
$68,9001,681 mi

Fort Collins, CO

2024 Chevrolet Corvette 2LT

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

2024 Chevrolet Corvette 2LT

Fort Collins, CO

UnscoredInsufficient · 3
$69,99914,556 mi

Comparison: 3 similar vehicles

Fort Collins, CO

2024 Porsche 718 Style Edition

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

2024 Porsche 718 Style Edition

Fort Collins, CO

UnscoredInsufficient · 0
$87,5919,840 mi

Fort Collins, CO

2019 Audi TT RS Base

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

2019 Audi TT RS Base

Fort Collins, CO

UnscoredLimited · 14
$97,99023,334 mi

Comparison: 14 similar vehicles

Fort Collins, CO

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Fort Collins, CO

Fair PriceLimited · 10
$99,159Mileage not verified

Market: $88,370 – $125,745

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Fort Collins, CO

2023 Porsche 911 S

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

2023 Porsche 911 S

Fort Collins, CO

UnscoredInsufficient · 0
$157,29126,675 mi

Fort Collins, CO

2026 Porsche 911 GTS

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

2026 Porsche 911 GTS

Fort Collins, CO

UnscoredLimited · 5
$199,2911,245 mi

Comparison: 5 similar vehicles

Fort Collins, CO

2026 Porsche 911 GTS

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

2026 Porsche 911 GTS

Fort Collins, CO

UnscoredInsufficient · 0
$207,549Mileage not verified

Fort Collins, CO

2024 Porsche 911 GTS

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

2024 Porsche 911 GTS

Fort Collins, CO

UnscoredInsufficient · 3
$212,2914,875 mi

Comparison: 3 similar vehicles

Fort Collins, 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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