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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 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

48 listings found

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Almond, NY

UnscoredInsufficient · 0
$4,995174,995 mi

Almond, NY

2000 Chevrolet Monte Carlo SS

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

2000 Chevrolet Monte Carlo SS

Corning, NY

UnscoredInsufficient · 0
$4,998205,000 mi

Corning, NY

2003 Honda Civic EX

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

2003 Honda Civic EX

Corning, NY

UnscoredInsufficient · 3
$5,995155,418 mi

Comparison: 3 similar vehicles

Corning, NY

2012 Audi TT Premium Plus

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

2012 Audi TT Premium Plus

Lansing, NY

UnscoredInsufficient · 0
$13,42061,150 mi

Lansing, NY

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Bath, NY

UnscoredInsufficient · 0
$13,47591,008 mi

Bath, NY

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Geneva, NY

UnscoredInsufficient · 0
$13,67530,552 mi

Geneva, NY

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Corning, NY

UnscoredInsufficient · 3
$13,998137,000 mi

Comparison: 3 similar vehicles

Corning, NY

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Wysox, PA

UnscoredLimited · 7
$17,995119,408 mi

Comparison: 7 similar vehicles

Wysox, PA

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Bath, NY

UnscoredInsufficient · 0
$18,17452,389 mi

Bath, NY

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Covington, PA

Fair PriceLimited · 12
$20,48574,753 mi

Market: $16,699 – $23,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Covington, PA

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Elkland, PA

Great DealLimited · 13
$22,99528,207 mi

Market: $23,998 – $35,483

Comparison: 13 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Elkland, PA

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Mansfield, PA

UnscoredInsufficient · 4
$23,95032,855 mi

Comparison: 4 similar vehicles

Mansfield, PA

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

Corning, NY

UnscoredLimited · 8
$24,99885,000 mi

Comparison: 8 similar vehicles

Corning, NY

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Ithaca, NY

UnscoredInsufficient · 4
$26,2258,962 mi

Comparison: 4 similar vehicles

Ithaca, NY

2013 BMW 6 Series M6

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

2013 BMW 6 Series M6

Apalachin, NY

UnscoredInsufficient · 0
$26,50070,000 mi

Apalachin, NY

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Horseheads, NY

UnscoredInsufficient · 0
$26,99518,455 mi

Horseheads, NY

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Elmira, NY

UnscoredLimited · 9
$28,1747,816 mi

Comparison: 9 similar vehicles

Elmira, NY

2025 Nissan Z Sport

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

2025 Nissan Z Sport

Hornell, NY

UnscoredInsufficient · 0
$35,17417,029 mi

Hornell, NY

2022 Ford Mustang GT Premium

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

2022 Ford Mustang GT Premium

Painted Post, NY

Great DealModerate · 21
$36,1629,723 mi

Market: $40,770 – $52,998

Comparison: 21 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 66 days listed (based on current market benchmarks)

Painted Post, NY

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

Geneva, NY

Great DealModerate · 33
$36,504Mileage not verified

Market: $39,735 – $50,621

Comparison: 33 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 376 days listed (based on current market benchmarks)

Geneva, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Sayre, PA

UnscoredLimited · 5
$36,683Mileage not verified

Comparison: 5 similar vehicles

Sayre, PA

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Mansfield, PA

Fair PriceRobust · 179
$37,4908,059 mi

Market: $35,877 – $68,489

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Mansfield, PA

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

Geneva, NY

Fair PriceModerate · 33
$40,046Mileage not verified

Market: $36,504 – $50,621

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 392 days listed (based on current market benchmarks)

Geneva, NY

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

Ithaca, NY

Fair PriceLimited · 10
$40,500Mileage not verified

Market: $34,786 – $50,720

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 338 days listed (based on current market benchmarks)

Ithaca, NY

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

Ithaca, NY

Fair PriceLimited · 10
$41,680Mileage not verified

Market: $34,786 – $50,720

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ithaca, NY

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

Mansfield, PA

Fair PriceRobust · 108
$42,030Mileage not verified

Market: $34,727 – $53,365

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 287 days listed (based on current market benchmarks)

Mansfield, PA

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Geneva, NY

UnscoredLimited · 6
$42,162Mileage not verified

Comparison: 6 similar vehicles

Geneva, NY

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Ithaca, NY

UnscoredLimited · 6
$43,174Mileage not verified

Comparison: 6 similar vehicles

Ithaca, NY

2026 Nissan Z Sport

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

2026 Nissan Z Sport

Hornell, NY

UnscoredLimited · 9
$43,174Mileage not verified

Comparison: 9 similar vehicles

Hornell, NY

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Elmira, NY

UnscoredLimited · 6
$44,025Mileage not verified

Comparison: 6 similar vehicles

Elmira, NY

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

Elmira, NY

Fair PriceLimited · 11
$45,460Mileage not verified

Market: $34,786 – $50,720

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Elmira, NY

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

Ithaca, NY

Fair PriceLimited · 10
$46,700Mileage not verified

Market: $34,786 – $50,720

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ithaca, NY

2016 Chevrolet Corvette 2LT

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

2016 Chevrolet Corvette 2LT

Mansfield, PA

UnscoredInsufficient · 4
$46,99036,012 mi

Comparison: 4 similar vehicles

Mansfield, PA

2015 Dodge Challenger SRT

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

2015 Dodge Challenger SRT

Penn Yan, NY

UnscoredInsufficient · 4
$48,66519,141 mi

Comparison: 4 similar vehicles

Penn Yan, NY

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

Ithaca, NY

OverpricedLimited · 11
$50,720Mileage not verified

Market: $34,786 – $50,621

Comparison: 11 similar vehicles

Ithaca, NY

2013 Aston Martin V8 Vantage Base

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

2013 Aston Martin V8 Vantage Base

Montour Falls, NY

UnscoredInsufficient · 0
$55,99520,000 mi

Montour Falls, NY

2025 Ford Mustang Dark Horse

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

2025 Ford Mustang Dark Horse

Ithaca, NY

Fair PriceLimited · 16
$59,999340 mi

Market: $57,798 – $68,969

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Ithaca, NY

2020 Mercedes-Benz C-Class Coupe AMG C63

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

2020 Mercedes-Benz C-Class Coupe AMG C63

Ithaca, NY

UnscoredInsufficient · 3
$60,50022,360 mi

Comparison: 3 similar vehicles

Ithaca, NY

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Elmira Heights, NY

UnscoredLimited · 14
$61,6207,864 mi

Comparison: 14 similar vehicles

Elmira Heights, NY

2024 Chevrolet Corvette 2LT

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

2024 Chevrolet Corvette 2LT

Ithaca, NY

Fair PriceRobust · 208
$63,3255,647 mi

Market: $63,175 – $79,990

Comparison: 208 similar vehicles

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

Ithaca, NY

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

Elmira, NY

Fair PriceRobust · 304
$65,555Mileage not verified

Market: $50,366 – $168,999

Comparison: 304 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Elmira, NY

2024 Chevrolet Corvette 2LT

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

2024 Chevrolet Corvette 2LT

Elkland, PA

UnscoredInsufficient · 4
$65,9955,365 mi

Comparison: 4 similar vehicles

Elkland, PA

2012 Chevrolet Corvette Z06

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

2012 Chevrolet Corvette Z06

Horseheads, NY

UnscoredInsufficient · 0
$69,99525,700 mi

Horseheads, NY

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Geneva, NY

UnscoredLimited · 8
$83,375Mileage not verified

Comparison: 8 similar vehicles

Geneva, NY

2020 Dodge Challenger SRT

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

2020 Dodge Challenger SRT

Mansfield, PA

UnscoredInsufficient · 0
$86,49010,238 mi

Mansfield, PA

2024 Chevrolet Corvette 2LZ

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

2024 Chevrolet Corvette 2LZ

Elkland, PA

Fair PriceLimited · 17
$103,9951,519 mi

Market: $97,485 – $109,747

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Elkland, PA

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Elmira, NY

UnscoredInsufficient · 4
$129,250Mileage not verified

Comparison: 4 similar vehicles

Elmira, NY

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Painted Post, NY

Great DealModerate · 44
$136,475Mileage not verified

Market: $140,319 – $298,624

Comparison: 44 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 90 days listed (based on current market benchmarks)

Painted Post, NY

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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