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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

48 listings found

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Oklahoma City, OK

UnscoredInsufficient · 0
$19,81882,953 mi

Oklahoma City, OK

2022 Ford Mustang Mach-E Premium RWD

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

2022 Ford Mustang Mach-E Premium RWD

Tulsa, OK

UnscoredInsufficient · 0
$25,90074,666 mi

Tulsa, OK

2023 Ford Mustang Mach-E Select RWD

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

2023 Ford Mustang Mach-E Select RWD

Henryetta, OK

UnscoredInsufficient · 0
$27,26535,502 mi

Henryetta, OK

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Seminole, OK

Fair PriceLimited · 10
$28,00044,216 mi

Market: $26,590 – $30,734

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Seminole, OK

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Seminole, OK

UnscoredInsufficient · 4
$29,00016,888 mi

Comparison: 4 similar vehicles

Seminole, OK

2022 Ford Mustang Mach-E GT AWD

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

2022 Ford Mustang Mach-E GT AWD

Madill, OK

UnscoredInsufficient · 0
$29,44929,876 mi

Madill, OK

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Norman, OK

UnscoredInsufficient · 3
$30,28828,293 mi

Comparison: 3 similar vehicles

Norman, OK

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Yukon, OK

UnscoredInsufficient · 0
$30,5768,545 mi

Yukon, OK

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Wellston, OK

Unscored
$30,990Mileage not verified

Comparison: 6 similar vehicles

Wellston, OK

2025 Ford Mustang Mach-E Select AWD

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

2025 Ford Mustang Mach-E Select AWD

Tulsa, OK

UnscoredInsufficient · 0
$30,99810,122 mi

Tulsa, OK

2023 Ford F-150 Lightning Pro

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

2023 Ford F-150 Lightning Pro

Bethany, OK

UnscoredInsufficient · 0
$31,99556,198 mi

Bethany, OK

2025 Ford Mustang Mach-E Premium RWD

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

2025 Ford Mustang Mach-E Premium RWD

Wellston, OK

UnscoredInsufficient · 0
$32,23017,724 mi

Wellston, OK

2025 Ford Mustang Mach-E Premium RWD

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

2025 Ford Mustang Mach-E Premium RWD

Oklahoma City, OK

UnscoredInsufficient · 0
$32,99024,355 mi

Oklahoma City, OK

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

McAlester, OK

UnscoredInsufficient · 0
$33,34831,710 mi

McAlester, OK

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

Madill, OK

UnscoredInsufficient · 0
$33,49824,315 mi

Madill, OK

2023 Ford Mustang Mach-E California Route 1 AWD

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

2023 Ford Mustang Mach-E California Route 1 AWD

McAlester, OK

UnscoredInsufficient · 0
$34,57527,489 mi

McAlester, OK

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Eufaula, OK

Unscored
$34,57513,308 mi

Comparison: 6 similar vehicles

Eufaula, OK

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Broken Arrow, OK

UnscoredInsufficient · 0
$34,5978,497 mi

Broken Arrow, OK

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Oklahoma City, OK

Fair PriceModerate · 31
$34,910Mileage not verified

Market: $35,032 – $43,626

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 33 days listed (based on current market benchmarks)

Oklahoma City, OK

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

McAlester, OK

UnscoredInsufficient · 4
$35,51129,623 mi

Comparison: 4 similar vehicles

McAlester, OK

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

McAlester, OK

UnscoredInsufficient · 0
$35,57719,737 mi

McAlester, OK

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Idabel, OK

UnscoredInsufficient · 0
$35,9983,348 mi

Idabel, OK

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Eufaula, OK

UnscoredInsufficient · 3
$38,82716,205 mi

Comparison: 3 similar vehicles

Eufaula, OK

2023 Ford F-150 Lightning Lariat

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

2023 Ford F-150 Lightning Lariat

McAlester, OK

Unscored
$38,989103,616 mi

Comparison: 5 similar vehicles

McAlester, OK

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Oklahoma City, OK

Fair PriceRobust · 83
$39,894Mileage not verified

Market: $33,632 – $44,654

Comparison: 83 similar vehicles

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

Oklahoma City, OK

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Eufaula, OK

UnscoredInsufficient · 4
$40,48921,014 mi

Comparison: 4 similar vehicles

Eufaula, OK

2022 Ford F-150 Lightning Lariat

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

2022 Ford F-150 Lightning Lariat

Oklahoma City, OK

UnscoredInsufficient · 0
$40,59052,679 mi

Oklahoma City, OK

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Eufaula, OK

Fair PriceRobust · 125
$42,764Mileage not verified

Market: $33,632 – $45,520

Comparison: 125 similar vehicles

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

Eufaula, OK

2025 Ford Mustang Mach-E Select RWD

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

2025 Ford Mustang Mach-E Select RWD

Elk City, OK

UnscoredInsufficient · 0
$43,025Mileage not verified

Elk City, OK

2022 Ford F-150 Lightning Lariat

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

2022 Ford F-150 Lightning Lariat

Oklahoma City, OK

UnscoredInsufficient · 0
$44,99038,355 mi

Oklahoma City, OK

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

Oklahoma City, OK

UnscoredInsufficient · 4
$45,59016,961 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Madill, OK

Fair PriceRobust · 139
$46,090Mileage not verified

Market: $40,326 – $54,450

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Madill, OK

2025 Ford Mustang Mach-E Select AWD

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

2025 Ford Mustang Mach-E Select AWD

Elk City, OK

UnscoredInsufficient · 0
$46,125Mileage not verified

Elk City, OK

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Oklahoma City, OK

Fair PriceModerate · 24
$47,020Mileage not verified

Market: $46,220 – $55,395

Comparison: 24 similar vehicles

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

Oklahoma City, OK

2023 Ford F-150 Lightning Lariat

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

2023 Ford F-150 Lightning Lariat

Oklahoma City, OK

UnscoredInsufficient · 0
$48,59053,589 mi

Oklahoma City, OK

2024 Ford F-150 Lightning Flash

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

2024 Ford F-150 Lightning Flash

Stillwater, OK

UnscoredInsufficient · 0
$49,84325,098 mi

Stillwater, OK

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

McAlester, OK

Fair PriceRobust · 139
$50,314Mileage not verified

Market: $40,326 – $54,450

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

McAlester, OK

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Seminole, OK

Fair PriceModerate · 24
$50,394Mileage not verified

Market: $46,220 – $55,395

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 259 days listed (based on current market benchmarks)

Seminole, OK

2023 Ford F-150 Lightning Platinum

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

2023 Ford F-150 Lightning Platinum

Oklahoma City, OK

UnscoredInsufficient · 0
$51,50062,089 mi

Oklahoma City, OK

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Clinton, OK

UnscoredInsufficient · 0
$51,6456,821 mi

Clinton, OK

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Elk City, OK

UnscoredInsufficient · 0
$52,245Mileage not verified

Elk City, OK

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Woodward, OK

UnscoredInsufficient · 0
$52,9844,000 mi

Woodward, OK

2022 Ford F-150 Lightning Platinum

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

2022 Ford F-150 Lightning Platinum

Oklahoma City, OK

UnscoredInsufficient · 0
$52,99041,031 mi

Oklahoma City, OK

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

McAlester, OK

Fair PriceModerate · 43
$53,314Mileage not verified

Market: $46,334 – $57,900

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

McAlester, OK

2025 Ford F-150 Lightning Flash

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

2025 Ford F-150 Lightning Flash

McAlester, OK

UnscoredInsufficient · 0
$54,46724,595 mi

McAlester, OK

2025 Ford F-150 Lightning Flash

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

2025 Ford F-150 Lightning Flash

Broken Arrow, OK

UnscoredInsufficient · 0
$55,00015,439 mi

Broken Arrow, OK

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Norman, OK

Unscored
$55,181Mileage not verified

Comparison: 7 similar vehicles

Norman, OK

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Eufaula, OK

Fair PriceModerate · 47
$55,234Mileage not verified

Market: $46,334 – $59,764

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Eufaula, 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 recently 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.
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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