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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 10, 2026

7.3M+

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

303 listings found

1999 Ford F-350 XLT

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

1999 Ford F-350 XLT

Comanche, TX

UnscoredInsufficient · 0
$5,215239,081 mi

Comanche, TX

2013 Ford Explorer Sport

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

2013 Ford Explorer Sport

Comanche, TX

UnscoredInsufficient · 0
$8,215175,084 mi

Comanche, TX

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Comanche, TX

Unscored
$9,424149,498 mi

Comparison: 16 similar vehicles

Comanche, TX

2020 Ford Escape SE

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

2020 Ford Escape SE

Comanche, TX

UnscoredInsufficient · 3
$14,52490,135 mi

Comparison: 3 similar vehicles

Comanche, TX

2020 Ford Escape SE

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

2020 Ford Escape SE

Comanche, TX

UnscoredInsufficient · 3
$14,52493,291 mi

Comparison: 3 similar vehicles

Comanche, TX

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Comanche, TX

Unscored
$14,715148,382 mi

Comparison: 79 similar vehicles

Comanche, TX

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Comanche, TX

Fair PriceLimited · 16
$15,11583,342 mi

Market: $6,995 – $18,998

Comparison: 16 similar vehicles

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

Comanche, TX

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Comanche, TX

UnscoredInsufficient · 0
$16,02436,681 mi

Comanche, TX

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Comanche, TX

Fair PriceLimited · 10
$16,12480,345 mi

Market: $14,900 – $17,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Comanche, TX

2023 Ford Escape Active

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

2023 Ford Escape Active

Comanche, TX

Unscored
$16,21594,091 mi

Comparison: 27 similar vehicles

Comanche, TX

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Comanche, TX

UnscoredInsufficient · 4
$18,115149,421 mi

Comparison: 4 similar vehicles

Comanche, TX

2008 Ford F-550

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

2008 Ford F-550

Comanche, TX

UnscoredInsufficient · 0
$18,22450,446 mi

Comanche, TX

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Comanche, TX

Unscored
$18,924153,567 mi

Comparison: 53 similar vehicles

Comanche, TX

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Comanche, TX

Unscored
$19,415175,923 mi

Comparison: 63 similar vehicles

Comanche, TX

2017 Ford F-350 Super Duty Chassis Cab XL

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

2017 Ford F-350 Super Duty Chassis Cab XL

Comanche, TX

Unscored
$20,015129,677 mi

Comparison: 12 similar vehicles

Comanche, TX

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Comanche, TX

OverpricedModerate · 29
$20,19589,368 mi

Market: $9,500 – $17,999

Comparison: 29 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Comanche, TX

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

Comanche, TX

Unscored
$20,92498,523 mi

Comparison: 17 similar vehicles

Comanche, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Comanche, TX

Unscored
$21,00252,080 mi

Comparison: 8 similar vehicles

Comanche, TX

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Comanche, TX

UnscoredInsufficient · 4
$21,21571,864 mi

Comparison: 4 similar vehicles

Comanche, TX

2021 Ford F-250 Super Duty XL

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

2021 Ford F-250 Super Duty XL

Comanche, TX

Fair PriceModerate · 49
$21,215112,879 mi

Market: $18,374 – $43,216

Comparison: 49 similar vehicles

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

Comanche, TX

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Comanche, TX

UnscoredInsufficient · 3
$21,62488,279 mi

Comparison: 3 similar vehicles

Comanche, TX

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Comanche, TX

UnscoredInsufficient · 3
$22,02483,479 mi

Comparison: 3 similar vehicles

Comanche, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Comanche, TX

Fair PriceRobust · 62
$22,81563,444 mi

Market: $13,500 – $24,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Comanche, TX

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Comanche, TX

UnscoredInsufficient · 3
$25,11581,867 mi

Comparison: 3 similar vehicles

Comanche, TX

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Comanche, TX

UnscoredInsufficient · 3
$25,12488,311 mi

Comparison: 3 similar vehicles

Comanche, TX

2018 Ford Expedition Platinum

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

2018 Ford Expedition Platinum

Comanche, TX

Fair PriceModerate · 20
$25,21495,211 mi

Market: $16,220 – $36,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Comanche, TX

2022 Ford Explorer ST

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

2022 Ford Explorer ST

Comanche, TX

Fair PriceModerate · 20
$25,415106,890 mi

Market: $23,995 – $37,175

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Comanche, TX

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Comanche, TX

UnscoredInsufficient · 4
$28,01596,985 mi

Comparison: 4 similar vehicles

Comanche, TX

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Comanche, TX

OverpricedModerate · 28
$28,51583,184 mi

Market: $22,500 – $27,999

Comparison: 28 similar vehicles

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

Comanche, TX

2024 Ford Ranger XL

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

2024 Ford Ranger XL

Comanche, TX

UnscoredInsufficient · 0
$28,81558,695 mi

Comanche, TX

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

Comanche, TX

Unscored
$29,20287,212 mi

Comparison: 9 similar vehicles

Comanche, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Comanche, TX

Fair PriceRobust · 51
$31,81513,378 mi

Market: $27,589 – $32,789

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Comanche, TX

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

Comanche, TX

Fair PriceRobust · 133
$32,024119,858 mi

Market: $24,597 – $44,998

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Comanche, TX

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Comanche, TX

Fair PriceRobust · 592
$32,550Mileage not verified

Market: $26,465 – $35,545

Comparison: 592 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Comanche, TX

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Comanche, TX

UnscoredInsufficient · 4
$32,989115,193 mi

Comparison: 4 similar vehicles

Comanche, TX

2027 Ford Maverick XLT

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

2027 Ford Maverick XLT

Comanche, TX

Fair PriceRobust · 90
$33,160Mileage not verified

Market: $30,960 – $40,710

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Comanche, TX

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Comanche, TX

UnscoredInsufficient · 4
$33,610Mileage not verified

Comparison: 4 similar vehicles

Comanche, TX

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

Comanche, TX

Unscored
$34,105Mileage not verified

Comparison: 5 similar vehicles

Comanche, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Comanche, TX

Unscored
$34,895Mileage not verified

Comparison: 6 similar vehicles

Comanche, TX

2025 Ford Maverick Lariat

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

2025 Ford Maverick Lariat

Comanche, TX

UnscoredInsufficient · 4
$35,81516,702 mi

Comparison: 4 similar vehicles

Comanche, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Comanche, TX

Fair PriceRobust · 1811
$35,880Mileage not verified

Market: $27,561 – $45,490

Comparison: 1811 similar vehicles

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

Comanche, TX

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

Comanche, TX

UnscoredInsufficient · 0
$36,1156,425 mi

Comanche, TX

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Comanche, TX

Unscored
$36,214Mileage not verified

Comparison: 7 similar vehicles

Comanche, TX

2027 Ford Bronco Sport Big Bend

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

2027 Ford Bronco Sport Big Bend

Comanche, TX

Fair PriceRobust · 282
$36,905Mileage not verified

Market: $32,055 – $41,260

Comparison: 282 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Comanche, TX

2022 Ford Bronco 4-Door Badlands

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

2022 Ford Bronco 4-Door Badlands

Comanche, TX

Fair PriceModerate · 29
$36,96366,476 mi

Market: $34,043 – $39,991

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Comanche, TX

2020 Ford F-150 King Ranch

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

2020 Ford F-150 King Ranch

Comanche, TX

Fair PriceRobust · 91
$37,12485,772 mi

Market: $21,899 – $38,870

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Comanche, TX

2026 Ford Explorer

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

2026 Ford Explorer

Comanche, TX

UnscoredInsufficient · 0
$37,8235,910 mi

Comanche, TX

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

Comanche, TX

Unscored
$38,105Mileage not verified

Comparison: 9 similar vehicles

Comanche, TX

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

Comanche, TX

Unscored
$38,157Mileage not verified

Comparison: 9 similar vehicles

Comanche, TX

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

Comanche, TX

Unscored
$38,157Mileage not verified

Comparison: 9 similar vehicles

Comanche, TX

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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