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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

61 listings found

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Pauls Valley, OK

UnscoredInsufficient · 0
$3,099173,696 mi

Pauls Valley, OK

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

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

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Ardmore, OK

UnscoredLimited · 8
$13,47498,707 mi

Comparison: 8 similar vehicles

Ardmore, OK

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Davis, OK

UnscoredModerate · 27
$13,995156,337 mi

Comparison: 27 similar vehicles

Davis, 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

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

Pauls Valley, OK

Fair PriceLimited · 13
$15,166105,130 mi

Market: $12,600 – $17,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Pauls Valley, OK

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Davis, OK

Fair PriceModerate · 31
$15,900111,175 mi

Market: $6,900 – $18,590

Comparison: 31 similar vehicles

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

Davis, OK

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Ardmore, OK

Fair PriceLimited · 17
$21,02762,228 mi

Market: $12,598 – $21,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Ardmore, OK

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

Ardmore, OK

Fair PriceModerate · 27
$24,09879,621 mi

Market: $12,000 – $24,900

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Ardmore, OK

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Ardmore, OK

Fair PriceLimited · 18
$24,91156,683 mi

Market: $22,997 – $26,716

Comparison: 18 similar vehicles

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

Ardmore, OK

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Pauls Valley, OK

Fair PriceModerate · 32
$25,96853,367 mi

Market: $22,955 – $27,644

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Pauls Valley, OK

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Purcell, OK

UnscoredInsufficient · 0
$26,23847,505 mi

Purcell, OK

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

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Pauls Valley, OK

UnscoredLimited · 7
$34,20323,657 mi

Comparison: 7 similar vehicles

Pauls Valley, OK

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Pauls Valley, OK

Fair PriceModerate · 29
$35,379Mileage not verified

Market: $29,283 – $39,844

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Pauls Valley, 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
$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

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

2024 Ford Mustang GT

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

2024 Ford Mustang GT

Purcell, OK

UnscoredLimited · 8
$39,21343,632 mi

Comparison: 8 similar vehicles

Purcell, 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

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 Toyota Supra Base

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

2021 Toyota Supra Base

Blanchard, OK

UnscoredInsufficient · 3
$41,29728,444 mi

Comparison: 3 similar vehicles

Blanchard, OK

2018 Chevrolet Camaro 2SS

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

2018 Chevrolet Camaro 2SS

Pauls Valley, OK

UnscoredInsufficient · 4
$41,54946,102 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

2017 Chevrolet Corvette 2LT

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

2017 Chevrolet Corvette 2LT

Pauls Valley, OK

UnscoredInsufficient · 0
$43,27773,601 mi

Pauls Valley, OK

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

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

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

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

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

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

Pauls Valley, OK

Fair PriceLimited · 14
$66,219Mileage not verified

Market: $55,223 – $177,684

Comparison: 14 similar vehicles

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

Pauls Valley, OK

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

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 1LT

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

2027 Chevrolet Corvette 1LT

Pauls Valley, OK

Fair PriceRobust · 57
$88,708Mileage not verified

Market: $72,220 – $109,745

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Pauls Valley, OK

2020 Ford Mustang Shelby GT500

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

2020 Ford Mustang Shelby GT500

Pauls Valley, OK

UnscoredLimited · 8
$90,01410,467 mi

Comparison: 8 similar vehicles

Pauls Valley, 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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