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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

53 listings found

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawton, OK

UnscoredInsufficient · 4
$5,995180,198 mi

Comparison: 4 similar vehicles

Lawton, OK

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Lawton, OK

UnscoredInsufficient · 0
$6,995115,944 mi

Lawton, OK

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

Lawton, OK

UnscoredInsufficient · 0
$7,000155,500 mi

Lawton, OK

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Lawton, OK

UnscoredModerate · 24
$7,800152,166 mi

Comparison: 24 similar vehicles

Lawton, OK

2013 Scion tC Base

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

2013 Scion tC Base

Wichita Falls, TX

UnscoredInsufficient · 0
$8,000132,870 mi

Wichita Falls, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Lawton, OK

Fair PriceModerate · 24
$12,500Mileage not verified

Market: $11,220 – $21,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Lawton, OK

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Lawton, OK

UnscoredInsufficient · 3
$14,280134,956 mi

Comparison: 3 similar vehicles

Lawton, OK

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Wichita Falls, TX

Fair PriceModerate · 22
$16,900102,943 mi

Market: $12,598 – $21,590

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Wichita Falls, TX

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Wichita Falls, TX

UnscoredInsufficient · 0
$23,21353,361 mi

Wichita Falls, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Lawton, OK

UnscoredInsufficient · 3
$26,98829,746 mi

Comparison: 3 similar vehicles

Lawton, OK

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Duncan, OK

UnscoredLimited · 5
$28,238111,425 mi

Comparison: 5 similar vehicles

Duncan, OK

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

Lawton, OK

UnscoredLimited · 9
$28,99536,440 mi

Comparison: 9 similar vehicles

Lawton, OK

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Chickasha, OK

Fair PriceLimited · 12
$29,54919,100 mi

Market: $26,700 – $34,400

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Chickasha, OK

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Burkburnett, TX

UnscoredInsufficient · 0
$31,89944,655 mi

Burkburnett, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Burkburnett, TX

UnscoredInsufficient · 4
$32,630Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Burkburnett, TX

UnscoredInsufficient · 4
$33,305Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Chickasha, OK

Fair PriceModerate · 32
$33,4998,240 mi

Market: $25,999 – $38,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Chickasha, OK

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Burkburnett, TX

UnscoredInsufficient · 4
$33,800Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Burkburnett, TX

UnscoredInsufficient · 4
$35,500Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

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

Lawton, OK

Great DealLimited · 11
$35,983Mileage not verified

Market: $39,489 – $47,874

Comparison: 11 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 117 days listed (based on current market benchmarks)

Lawton, OK

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Duncan, OK

UnscoredLimited · 6
$36,1192,379 mi

Comparison: 6 similar vehicles

Duncan, OK

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Wichita Falls, TX

UnscoredLimited · 6
$36,25044,296 mi

Comparison: 6 similar vehicles

Wichita Falls, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Burkburnett, TX

UnscoredInsufficient · 4
$38,490Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

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

Lawton, OK

Fair PriceLimited · 11
$39,489Mileage not verified

Market: $35,983 – $47,874

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Lawton, OK

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

Chickasha, OK

Fair PriceModerate · 21
$40,499Mileage not verified

Market: $35,983 – $47,874

Comparison: 21 similar vehicles

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

Chickasha, OK

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

Duncan, OK

Fair PriceLimited · 11
$40,659Mileage not verified

Market: $35,983 – $47,874

Comparison: 11 similar vehicles

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

Duncan, OK

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

Wichita Falls, TX

UnscoredInsufficient · 0
$42,10814,453 mi

Wichita Falls, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Wichita Falls, TX

Fair PriceLimited · 14
$44,5784,970 mi

Market: $42,917 – $51,498

Comparison: 14 similar vehicles

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

Wichita Falls, TX

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

Lawton, OK

UnscoredLimited · 5
$45,344Mileage not verified

Comparison: 5 similar vehicles

Lawton, OK

2025 BMW 2 Series 230i

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

2025 BMW 2 Series 230i

Wichita Falls, TX

UnscoredInsufficient · 3
$45,495Mileage not verified

Comparison: 3 similar vehicles

Wichita Falls, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Lawton, OK

Fair PriceLimited · 13
$45,5494,669 mi

Market: $42,917 – $51,498

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Lawton, OK

2025 BMW 2 Series 230i

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

2025 BMW 2 Series 230i

Wichita Falls, TX

UnscoredInsufficient · 3
$45,600Mileage not verified

Comparison: 3 similar vehicles

Wichita Falls, TX

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

Duncan, OK

OverpricedLimited · 11
$47,874Mileage not verified

Market: $35,983 – $44,249

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Duncan, OK

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Burkburnett, TX

Fair PriceLimited · 19
$49,630Mileage not verified

Market: $46,435 – $55,055

Comparison: 19 similar vehicles

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

Burkburnett, TX

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Wichita Falls, TX

Fair PriceRobust · 91
$53,625Mileage not verified

Market: $46,050 – $56,625

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Wichita Falls, TX

2025 BMW 2 Series M240i

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

2025 BMW 2 Series M240i

Wichita Falls, TX

UnscoredInsufficient · 4
$53,8544,185 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

Wichita Falls, TX

UnscoredInsufficient · 4
$59,100Mileage not verified

Comparison: 4 similar vehicles

Wichita Falls, TX

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Lawton, OK

Fair PriceRobust · 110
$59,359Mileage not verified

Market: $54,842 – $60,709

Comparison: 110 similar vehicles

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

Lawton, OK

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

Duncan, OK

Fair PriceRobust · 304
$62,539Mileage not verified

Market: $47,483 – $177,684

Comparison: 304 similar vehicles

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

Duncan, OK

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

Wichita Falls, TX

UnscoredInsufficient · 4
$63,305120 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

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

Burkburnett, TX

Fair PriceLimited · 16
$65,240Mileage not verified

Market: $49,025 – $154,978

Comparison: 16 similar vehicles

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

Burkburnett, TX

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

Burkburnett, TX

UnscoredInsufficient · 4
$71,100Mileage not verified

Comparison: 4 similar vehicles

Burkburnett, TX

2026 BMW M2 Coupe M2

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

2026 BMW M2 Coupe M2

Wichita Falls, TX

UnscoredLimited · 6
$79,595Mileage not verified

Comparison: 6 similar vehicles

Wichita Falls, TX

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Duncan, OK

Fair PriceRobust · 100
$84,864Mileage not verified

Market: $82,685 – $120,249

Comparison: 100 similar vehicles

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

Duncan, OK

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Lawton, OK

Fair PriceRobust · 102
$91,354Mileage not verified

Market: $82,685 – $120,249

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Lawton, OK

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Wichita Falls, TX

Fair PriceRobust · 81
$96,345Mileage not verified

Market: $91,950 – $139,440

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Wichita Falls, TX

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

Duncan, OK

Fair PriceModerate · 21
$108,574Mileage not verified

Market: $82,179 – $146,564

Comparison: 21 similar vehicles

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

Duncan, OK

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

Lawton, OK

Fair PriceModerate · 21
$108,574Mileage not verified

Market: $82,179 – $146,564

Comparison: 21 similar vehicles

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

Lawton, OK

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

Lawton, OK

Fair PriceModerate · 21
$108,574Mileage not verified

Market: $82,179 – $146,564

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Lawton, OK

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

Lawton, OK

Fair PriceModerate · 21
$108,574Mileage not verified

Market: $82,179 – $146,564

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Lawton, OK

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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