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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

49 listings found

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Sutton, NE

Unscored
$4,399154,290 mi

Comparison: 6 similar vehicles

Sutton, NE

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Sutton, NE

UnscoredInsufficient · 0
$5,688177,030 mi

Sutton, NE

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Sutton, NE

UnscoredInsufficient · 4
$8,795172,419 mi

Comparison: 4 similar vehicles

Sutton, NE

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Sutton, NE

Unscored
$9,592155,339 mi

Comparison: 5 similar vehicles

Sutton, NE

2011 Ford F-250 Super Duty XL

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

2011 Ford F-250 Super Duty XL

Sutton, NE

Unscored
$12,915170,512 mi

Comparison: 7 similar vehicles

Sutton, NE

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Sutton, NE

UnscoredInsufficient · 4
$13,923129,556 mi

Comparison: 4 similar vehicles

Sutton, NE

2003 Ford F-350 Super Duty Lariat

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

2003 Ford F-350 Super Duty Lariat

Sutton, NE

UnscoredInsufficient · 4
$15,297264,742 mi

Comparison: 4 similar vehicles

Sutton, NE

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Sutton, NE

Fair PriceLimited · 10
$18,23988,566 mi

Market: $9,995 – $19,195

Comparison: 10 similar vehicles

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

Sutton, NE

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Sutton, NE

Fair PriceModerate · 22
$18,99989,099 mi

Market: $16,950 – $20,604

Comparison: 22 similar vehicles

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

Sutton, NE

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Sutton, NE

UnscoredInsufficient · 0
$19,49227,798 mi

Sutton, NE

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Sutton, NE

Fair PriceLimited · 18
$21,95449,105 mi

Market: $19,999 – $25,295

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Sutton, NE

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

Sutton, NE

UnscoredInsufficient · 3
$23,48138,484 mi

Comparison: 3 similar vehicles

Sutton, NE

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Sutton, NE

UnscoredInsufficient · 3
$23,999149,366 mi

Comparison: 3 similar vehicles

Sutton, NE

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Sutton, NE

Unscored
$26,92817,923 mi

Comparison: 7 similar vehicles

Sutton, NE

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Sutton, NE

Fair PriceRobust · 88
$26,99535,292 mi

Market: $22,997 – $29,950

Comparison: 88 similar vehicles

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

Sutton, NE

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Sutton, NE

Unscored
$27,964113,252 mi

Comparison: 5 similar vehicles

Sutton, NE

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Sutton, NE

Fair PriceModerate · 32
$27,99928,585 mi

Market: $24,995 – $32,195

Comparison: 32 similar vehicles

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

Sutton, NE

2024 Ford Explorer Limited

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

2024 Ford Explorer Limited

Sutton, NE

UnscoredInsufficient · 0
$28,99659,036 mi

Sutton, NE

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Sutton, NE

UnscoredInsufficient · 0
$29,4955,111 mi

Sutton, NE

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Sutton, NE

UnscoredInsufficient · 3
$29,981224,652 mi

Comparison: 3 similar vehicles

Sutton, NE

2022 Ford Bronco 4-Door Big Bend

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

2022 Ford Bronco 4-Door Big Bend

Sutton, NE

UnscoredInsufficient · 4
$30,77074,087 mi

Comparison: 4 similar vehicles

Sutton, NE

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Sutton, NE

UnscoredInsufficient · 4
$31,24389,659 mi

Comparison: 4 similar vehicles

Sutton, NE

2022 Ford Explorer ST

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

2022 Ford Explorer ST

Sutton, NE

Fair PriceLimited · 13
$34,00054,161 mi

Market: $34,988 – $40,450

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 469 days listed (based on current market benchmarks)

Sutton, NE

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

Sutton, NE

Fair PriceModerate · 30
$34,99944,681 mi

Market: $35,983 – $40,833

Comparison: 30 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 485 days listed (based on current market benchmarks)

Sutton, NE

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

Sutton, NE

Fair PriceRobust · 51
$35,250Mileage not verified

Market: $31,856 – $40,824

Comparison: 51 similar vehicles

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

Sutton, NE

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Sutton, NE

Fair PriceLimited · 14
$36,99944,033 mi

Market: $32,999 – $38,488

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Sutton, NE

2024 Ford Expedition XLT

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

2024 Ford Expedition XLT

Sutton, NE

Fair PriceRobust · 57
$37,50079,691 mi

Market: $33,699 – $46,950

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Sutton, NE

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

Sutton, NE

Fair PriceRobust · 83
$40,22054,055 mi

Market: $30,135 – $47,899

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Sutton, NE

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Sutton, NE

UnscoredInsufficient · 3
$40,56650,100 mi

Comparison: 3 similar vehicles

Sutton, NE

2024 Ford Expedition Limited

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

2024 Ford Expedition Limited

Sutton, NE

UnscoredInsufficient · 4
$40,98288,530 mi

Comparison: 4 similar vehicles

Sutton, NE

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Sutton, NE

Fair PriceRobust · 54
$41,724Mileage not verified

Market: $36,992 – $44,469

Comparison: 54 similar vehicles

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

Sutton, NE

2024 Ford Expedition XLT

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

2024 Ford Expedition XLT

Sutton, NE

Unscored
$45,00055,631 mi

Comparison: 7 similar vehicles

Sutton, NE

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

Sutton, NE

UnscoredInsufficient · 4
$45,12918,847 mi

Comparison: 4 similar vehicles

Sutton, NE

2024 Ford Transit Van Base

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

2024 Ford Transit Van Base

Sutton, NE

UnscoredInsufficient · 0
$47,27123,131 mi

Sutton, NE

2024 Ford Transit Van Base

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

2024 Ford Transit Van Base

Sutton, NE

UnscoredInsufficient · 0
$48,13439,003 mi

Sutton, NE

2024 Ford F-350 Super Duty XL

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

2024 Ford F-350 Super Duty XL

Sutton, NE

UnscoredInsufficient · 0
$48,50337,846 mi

Sutton, NE

2024 Ford F-350 Super Duty XL

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

2024 Ford F-350 Super Duty XL

Sutton, NE

UnscoredInsufficient · 0
$48,99126,169 mi

Sutton, NE

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

Sutton, NE

Fair PriceModerate · 28
$49,68941,863 mi

Market: $47,394 – $59,500

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Sutton, NE

2025 Ford Bronco 4-Door Heritage Editon

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

2025 Ford Bronco 4-Door Heritage Editon

Sutton, NE

Unscored
$53,1844,371 mi

Comparison: 6 similar vehicles

Sutton, NE

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

Sutton, NE

Fair PriceRobust · 194
$56,659Mileage not verified

Market: $53,302 – $79,143

Comparison: 194 similar vehicles

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

Sutton, NE

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Sutton, NE

Fair PriceModerate · 35
$56,999Mileage not verified

Market: $54,722 – $63,053

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Sutton, NE

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Sutton, NE

Fair PriceLimited · 11
$57,148Mileage not verified

Market: $48,216 – $58,268

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Sutton, NE

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Sutton, NE

Unscored
$57,216Mileage not verified

Comparison: 7 similar vehicles

Sutton, NE

2025 Ford Expedition Platinum

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

2025 Ford Expedition Platinum

Sutton, NE

Unscored
$65,99521,607 mi

Comparison: 6 similar vehicles

Sutton, NE

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Sutton, NE

Fair PriceLimited · 16
$66,618Mileage not verified

Market: $60,124 – $87,149

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Sutton, NE

2025 Ford Expedition Platinum

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

2025 Ford Expedition Platinum

Sutton, NE

Unscored
$66,85326,467 mi

Comparison: 6 similar vehicles

Sutton, NE

2025 Ford Expedition Platinum

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

2025 Ford Expedition Platinum

Sutton, NE

Unscored
$70,00024,052 mi

Comparison: 6 similar vehicles

Sutton, NE

2027 Ford F-250 Super Duty

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

2027 Ford F-250 Super Duty

Sutton, NE

UnscoredInsufficient · 0
$82,350Mileage not verified

Sutton, NE

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Sutton, NE

Fair PriceModerate · 45
$88,817Mileage not verified

Market: $81,116 – $105,014

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Sutton, NE

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.
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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