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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

49 listings found

2009 Honda Civic EX

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

2009 Honda Civic EX

Tilton, NH

UnscoredLimited · 8
$3,700166,000 mi

Comparison: 8 similar vehicles

Tilton, NH

2012 Honda Civic LX

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

2012 Honda Civic LX

Belmont, NH

UnscoredRobust · 76
$4,995181,383 mi

Comparison: 76 similar vehicles

Belmont, NH

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Claremont, NH

UnscoredInsufficient · 3
$10,717168,894 mi

Comparison: 3 similar vehicles

Claremont, NH

2001 Cadillac Eldorado ESC

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

2001 Cadillac Eldorado ESC

Tilton, NH

UnscoredInsufficient · 0
$10,78159,231 mi

Tilton, NH

2018 Honda Civic LX

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

2018 Honda Civic LX

Hartford, VT

Fair PriceRobust · 50
$11,50092,967 mi

Market: $8,995 – $19,900

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Hartford, VT

2014 Cadillac CTS Coupe Performance Collection

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

2014 Cadillac CTS Coupe Performance Collection

Laconia, NH

UnscoredInsufficient · 0
$11,79993,828 mi

Laconia, NH

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Barre Town, VT

UnscoredInsufficient · 0
$12,900101,086 mi

Barre Town, VT

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Laconia, NH

UnscoredInsufficient · 0
$13,90083,985 mi

Laconia, NH

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Rochester, NH

UnscoredLimited · 6
$14,87585,032 mi

Comparison: 6 similar vehicles

Rochester, NH

2019 Honda Civic Si

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

2019 Honda Civic Si

Chichester, NH

UnscoredLimited · 5
$21,44468,595 mi

Comparison: 5 similar vehicles

Chichester, NH

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Laconia, NH

UnscoredInsufficient · 4
$29,879Mileage not verified

Comparison: 4 similar vehicles

Laconia, NH

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Laconia, NH

UnscoredInsufficient · 0
$30,69443,562 mi

Laconia, NH

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Gilford, NH

UnscoredInsufficient · 4
$31,90011,727 mi

Comparison: 4 similar vehicles

Gilford, NH

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Laconia, NH

UnscoredInsufficient · 4
$34,202Mileage not verified

Comparison: 4 similar vehicles

Laconia, NH

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Concord, NH

OverpricedLimited · 11
$34,68310,277 mi

Market: $32,000 – $34,574

Comparison: 11 similar vehicles

Concord, NH

2023 Mazda MX-5 Miata RF Club

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

2023 Mazda MX-5 Miata RF Club

Bow, NH

UnscoredInsufficient · 0
$34,8503,616 mi

Bow, NH

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Hartford, VT

Fair PriceLimited · 12
$35,312Mileage not verified

Market: $36,088 – $42,392

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 99 days listed (based on current market benchmarks)

Hartford, VT

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Concord, NH

UnscoredInsufficient · 3
$35,68322,103 mi

Comparison: 3 similar vehicles

Concord, NH

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

Laconia, NH

Great DealLimited · 16
$37,016Mileage not verified

Market: $39,998 – $49,919

Comparison: 16 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Laconia, NH

2022 Ford Mustang GT

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

2022 Ford Mustang GT

Rochester, NH

UnscoredInsufficient · 0
$38,07225,990 mi

Rochester, NH

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Rochester, NH

UnscoredLimited · 7
$38,147Mileage not verified

Comparison: 7 similar vehicles

Rochester, NH

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Rochester, NH

UnscoredLimited · 5
$38,714Mileage not verified

Comparison: 5 similar vehicles

Rochester, NH

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

Bow, NH

Fair PriceModerate · 41
$39,998Mileage not verified

Market: $34,268 – $52,619

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 316 days listed (based on current market benchmarks)

Bow, NH

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Bow, NH

Fair PriceLimited · 10
$40,334Mileage not verified

Market: $35,312 – $42,392

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Bow, NH

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

Bow, NH

Fair PriceModerate · 41
$40,848Mileage not verified

Market: $34,268 – $52,619

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Bow, NH

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Claremont, NH

Fair PriceRobust · 50
$42,654Mileage not verified

Market: $39,555 – $44,419

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Claremont, NH

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Laconia, NH

UnscoredLimited · 6
$43,0333,153 mi

Comparison: 6 similar vehicles

Laconia, NH

2026 Mazda MX-5 Miata RF Club

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

2026 Mazda MX-5 Miata RF Club

Bow, NH

UnscoredInsufficient · 4
$43,122Mileage not verified

Comparison: 4 similar vehicles

Bow, NH

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Laconia, NH

Fair PriceModerate · 45
$43,173Mileage not verified

Market: $37,454 – $45,620

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Laconia, NH

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

Laconia, NH

Great DealLimited · 13
$43,7994,159 mi

Market: $51,975 – $55,319

Comparison: 13 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 92 days listed (based on current market benchmarks)

Laconia, NH

2025 Ford Mustang GT

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

2025 Ford Mustang GT

Laconia, NH

UnscoredInsufficient · 0
$43,7992,822 mi

Laconia, NH

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Claremont, NH

OverpricedModerate · 28
$44,274Mileage not verified

Market: $36,344 – $44,228

Comparison: 28 similar vehicles

Claremont, NH

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Tilton, NH

Fair PriceModerate · 23
$44,494Mileage not verified

Market: $43,695 – $45,145

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Tilton, NH

2026 Mazda MX-5 Miata RF Club

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

2026 Mazda MX-5 Miata RF Club

Claremont, NH

UnscoredLimited · 6
$44,544Mileage not verified

Comparison: 6 similar vehicles

Claremont, NH

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Laconia, NH

UnscoredLimited · 8
$44,964Mileage not verified

Comparison: 8 similar vehicles

Laconia, NH

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Laconia, NH

UnscoredLimited · 6
$47,4791,979 mi

Comparison: 6 similar vehicles

Laconia, NH

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

Rochester, NH

Fair PriceModerate · 34
$49,229Mileage not verified

Market: $34,268 – $51,720

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Rochester, NH

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

Plymouth, NH

OverpricedLimited · 15
$49,919Mileage not verified

Market: $37,016 – $49,559

Comparison: 15 similar vehicles

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

Plymouth, NH

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Rochester, NH

UnscoredLimited · 8
$54,027Mileage not verified

Comparison: 8 similar vehicles

Rochester, NH

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Lebanon, NH

Fair PriceModerate · 38
$57,090Mileage not verified

Market: $55,744 – $59,444

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Lebanon, NH

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

Laconia, NH

Fair PriceModerate · 24
$57,364Mileage not verified

Market: $55,777 – $129,024

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Laconia, NH

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Bow, NH

Fair PriceLimited · 14
$60,8459,013 mi

Market: $60,495 – $69,990

Comparison: 14 similar vehicles

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

Bow, NH

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Concord, NH

UnscoredLimited · 5
$63,68311,672 mi

Comparison: 5 similar vehicles

Concord, NH

2024 Chevrolet Corvette 2LT

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

2024 Chevrolet Corvette 2LT

Rochester, NH

UnscoredLimited · 5
$63,9994,087 mi

Comparison: 5 similar vehicles

Rochester, NH

2018 Ford Mustang Shelby GT350

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

2018 Ford Mustang Shelby GT350

Tilton, NH

UnscoredInsufficient · 0
$65,78123,213 mi

Tilton, NH

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

Tilton, NH

Fair PriceModerate · 22
$67,009Mileage not verified

Market: $55,777 – $129,024

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Tilton, NH

2026 Toyota Supra Premium

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

2026 Toyota Supra Premium

Claremont, NH

UnscoredLimited · 6
$70,3114,779 mi

Comparison: 6 similar vehicles

Claremont, NH

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

Laconia, NH

Fair PriceModerate · 24
$88,799Mileage not verified

Market: $55,777 – $129,024

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Laconia, NH

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

Claremont, NH

Fair PriceRobust · 163
$119,724Mileage not verified

Market: $63,270 – $195,740

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Claremont, NH

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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