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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 5, 2026

6.8M+

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

65 listings found

2020 Ford Edge SE

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

2020 Ford Edge SE

Kingman, KS

UnscoredInsufficient · 0
$23,50027,962 mi

Kingman, KS

2022 Ford Escape SE

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

2022 Ford Escape SE

Kingman, KS

Fair PriceModerate · 28
$23,99547,090 mi

Market: $16,684 – $24,484

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Kingman, KS

2023 Ford Escape Active

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

2023 Ford Escape Active

Kingman, KS

UnscoredInsufficient · 3
$24,99532,280 mi

Comparison: 3 similar vehicles

Kingman, KS

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Kingman, KS

Fair PriceLimited · 13
$24,995115,144 mi

Market: $19,977 – $28,504

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Kingman, KS

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Kingman, KS

UnscoredInsufficient · 0
$24,99543,792 mi

Kingman, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Kingman, KS

UnscoredInsufficient · 4
$25,99533,497 mi

Comparison: 4 similar vehicles

Kingman, KS

2023 Kia K5 GT-Line

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

2023 Kia K5 GT-Line

Kingman, KS

UnscoredInsufficient · 0
$26,99533,494 mi

Kingman, KS

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Kingman, KS

Fair PriceModerate · 23
$28,99522,364 mi

Market: $23,500 – $33,396

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Kingman, KS

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Kingman, KS

Fair PriceLimited · 16
$28,995108,263 mi

Market: $18,500 – $31,620

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 509 days listed (based on current market benchmarks)

Kingman, KS

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Kingman, KS

UnscoredInsufficient · 0
$29,99530,963 mi

Kingman, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Kingman, KS

Fair PriceModerate · 43
$30,99513,435 mi

Market: $27,764 – $33,274

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Kingman, KS

2021 Ford Ranger Lariat

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

2021 Ford Ranger Lariat

Kingman, KS

Unscored
$33,99528,047 mi

Comparison: 11 similar vehicles

Kingman, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Kingman, KS

Fair PriceModerate · 47
$34,955Mileage not verified

Market: $28,579 – $38,460

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Kingman, KS

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Kingman, KS

UnscoredInsufficient · 0
$34,99551,513 mi

Kingman, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Kingman, KS

Fair PriceModerate · 31
$35,965Mileage not verified

Market: $31,548 – $39,783

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Kingman, KS

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Kingman, KS

OverpricedLimited · 13
$35,99571,619 mi

Market: $30,300 – $32,808

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Kingman, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Kingman, KS

Fair PriceLimited · 12
$36,99519,827 mi

Market: $30,371 – $38,905

Comparison: 12 similar vehicles

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

Kingman, KS

2022 Lincoln Nautilus Reserve

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

2022 Lincoln Nautilus Reserve

Kingman, KS

UnscoredInsufficient · 0
$37,99532,286 mi

Kingman, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Kingman, KS

Fair PriceModerate · 31
$38,785Mileage not verified

Market: $31,548 – $39,783

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Kingman, KS

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Kingman, KS

Unscored
$39,735Mileage not verified

Comparison: 7 similar vehicles

Kingman, KS

2024 Ford Bronco 2-Door Big Bend

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

2024 Ford Bronco 2-Door Big Bend

Kingman, KS

Unscored
$39,9956,086 mi

Comparison: 7 similar vehicles

Kingman, KS

2022 Ford Explorer TIMBERLINE

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

2022 Ford Explorer TIMBERLINE

Kingman, KS

UnscoredInsufficient · 0
$39,99526,000 mi

Kingman, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Kingman, KS

Unscored
$42,99581,420 mi

Comparison: 8 similar vehicles

Kingman, KS

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Kingman, KS

Unscored
$42,99557,732 mi

Comparison: 9 similar vehicles

Kingman, KS

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Kingman, KS

Fair PriceRobust · 54
$43,99537,228 mi

Market: $38,494 – $47,900

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Kingman, KS

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Kingman, KS

OverpricedLimited · 15
$43,99549,324 mi

Market: $35,500 – $39,900

Comparison: 15 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Kingman, KS

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Kingman, KS

Fair PriceModerate · 29
$44,99536,325 mi

Market: $28,781 – $52,798

Comparison: 29 similar vehicles

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

Kingman, KS

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Kingman, KS

Fair PriceModerate · 40
$45,560Mileage not verified

Market: $35,098 – $50,299

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Kingman, KS

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Kingman, KS

Unscored
$45,99535,918 mi

Comparison: 7 similar vehicles

Kingman, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Kingman, KS

Unscored
$45,99569,363 mi

Comparison: 8 similar vehicles

Kingman, KS

2022 GMC Sierra 1500 SLT

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

2022 GMC Sierra 1500 SLT

Kingman, KS

UnscoredInsufficient · 4
$46,99547,662 mi

Comparison: 4 similar vehicles

Kingman, KS

2023 Ford Bronco 4-Door Wildtrak

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

2023 Ford Bronco 4-Door Wildtrak

Kingman, KS

OverpricedLimited · 15
$47,99530,054 mi

Market: $44,499 – $46,850

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Kingman, KS

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Kingman, KS

Fair PriceModerate · 21
$49,095Mileage not verified

Market: $47,453 – $54,999

Comparison: 21 similar vehicles

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

Kingman, KS

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Kingman, KS

Fair PriceModerate · 21
$51,385Mileage not verified

Market: $47,453 – $54,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Kingman, KS

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Kingman, KS

Fair PriceRobust · 73
$55,645Mileage not verified

Market: $49,108 – $70,654

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Kingman, KS

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Kingman, KS

UnscoredInsufficient · 3
$57,895Mileage not verified

Comparison: 3 similar vehicles

Kingman, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Kingman, KS

Unscored
$57,99526,916 mi

Comparison: 8 similar vehicles

Kingman, KS

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Kingman, KS

Fair PriceRobust · 73
$58,545Mileage not verified

Market: $49,108 – $70,654

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Kingman, KS

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Kingman, KS

UnscoredInsufficient · 3
$58,855Mileage not verified

Comparison: 3 similar vehicles

Kingman, KS

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Kingman, KS

UnscoredInsufficient · 3
$59,435Mileage not verified

Comparison: 3 similar vehicles

Kingman, KS

2024 Ford F-150 Platinum

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

2024 Ford F-150 Platinum

Kingman, KS

Unscored
$59,90049,862 mi

Comparison: 5 similar vehicles

Kingman, KS

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Kingman, KS

Unscored
$59,99527,431 mi

Comparison: 6 similar vehicles

Kingman, KS

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Kingman, KS

Unscored
$60,925Mileage not verified

Comparison: 8 similar vehicles

Kingman, KS

2024 Ford F-250 Super Duty XLT

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

2024 Ford F-250 Super Duty XLT

Kingman, KS

Unscored
$60,99530,922 mi

Comparison: 6 similar vehicles

Kingman, KS

2023 Ford F-350 Super Duty Lariat

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

2023 Ford F-350 Super Duty Lariat

Kingman, KS

OverpricedLimited · 17
$60,99585,890 mi

Market: $46,231 – $60,394

Comparison: 17 similar vehicles

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

Kingman, KS

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Kingman, KS

Fair PriceRobust · 73
$61,200Mileage not verified

Market: $49,108 – $70,654

Comparison: 73 similar vehicles

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

Kingman, KS

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Kingman, KS

Fair PriceLimited · 11
$61,785Mileage not verified

Market: $58,218 – $64,440

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Kingman, KS

2027 Ford F-350 Super Duty Chassis Cab XL

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

2027 Ford F-350 Super Duty Chassis Cab XL

Kingman, KS

Fair PriceLimited · 11
$62,290Mileage not verified

Market: $59,404 – $73,145

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Kingman, KS

2027 Ford F-350 Super Duty Chassis Cab XL

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

2027 Ford F-350 Super Duty Chassis Cab XL

Kingman, KS

Fair PriceLimited · 11
$62,390Mileage not verified

Market: $59,404 – $73,145

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Kingman, KS

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Kingman, KS

Unscored
$62,435Mileage not verified

Comparison: 8 similar vehicles

Kingman, KS

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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