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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 11, 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

87 listings found

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Swanton, VT

UnscoredInsufficient · 4
$5,995124,040 mi

Comparison: 4 similar vehicles

Swanton, VT

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Swanton, VT

Unscored
$5,995135,995 mi

Comparison: 6 similar vehicles

Swanton, VT

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Swanton, VT

Unscored
$6,495182,390 mi

Comparison: 14 similar vehicles

Swanton, VT

2013 Mitsubishi Outlander Sport ES

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

2013 Mitsubishi Outlander Sport ES

Swanton, VT

UnscoredInsufficient · 0
$6,995125,128 mi

Swanton, VT

2007 Nissan Frontier LE

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

2007 Nissan Frontier LE

Swanton, VT

UnscoredInsufficient · 0
$6,99597,622 mi

Swanton, VT

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Swanton, VT

Salvage title
$7,99597,000 mi

Swanton, VT

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Swanton, VT

UnscoredInsufficient · 4
$7,995186,953 mi

Comparison: 4 similar vehicles

Swanton, VT

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Swanton, VT

Fair PriceLimited · 10
$8,495111,489 mi

Market: $7,950 – $12,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 230 days listed (based on current market benchmarks)

Swanton, VT

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Swanton, VT

UnscoredInsufficient · 0
$8,495129,273 mi

Swanton, VT

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Swanton, VT

Fair PriceLimited · 12
$9,49575,716 mi

Market: $5,000 – $19,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Swanton, VT

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Swanton, VT

UnscoredInsufficient · 0
$9,995156,163 mi

Swanton, VT

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Swanton, VT

OverpricedLimited · 14
$10,49595,776 mi

Market: $6,989 – $8,382

Comparison: 14 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Swanton, VT

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Swanton, VT

UnscoredInsufficient · 3
$10,49578,527 mi

Comparison: 3 similar vehicles

Swanton, VT

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Swanton, VT

Unscored
$13,995170,687 mi

Comparison: 80 similar vehicles

Swanton, VT

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Swanton, VT

UnscoredInsufficient · 3
$13,995118,645 mi

Comparison: 3 similar vehicles

Swanton, VT

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Swanton, VT

UnscoredInsufficient · 0
$13,99576,504 mi

Swanton, VT

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Swanton, VT

Unscored
$15,49556,687 mi

Comparison: 5 similar vehicles

Swanton, VT

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Swanton, VT

Fair PriceModerate · 36
$16,99580,949 mi

Market: $5,898 – $20,170

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Swanton, VT

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Swanton, VT

UnscoredInsufficient · 3
$16,99573,609 mi

Comparison: 3 similar vehicles

Swanton, VT

2021 Ford Escape SE

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

2021 Ford Escape SE

Swanton, VT

UnscoredInsufficient · 4
$17,99554,882 mi

Comparison: 4 similar vehicles

Swanton, VT

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Swanton, VT

Unscored
$18,995228,157 mi

Comparison: 64 similar vehicles

Swanton, VT

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Swanton, VT

UnscoredInsufficient · 3
$19,49575,873 mi

Comparison: 3 similar vehicles

Swanton, VT

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Swanton, VT

UnscoredInsufficient · 4
$20,99576,325 mi

Comparison: 4 similar vehicles

Swanton, VT

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Swanton, VT

UnscoredInsufficient · 0
$20,99553,000 mi

Swanton, VT

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

Swanton, VT

Unscored
$21,49584,158 mi

Comparison: 6 similar vehicles

Swanton, VT

2023 Ford Edge SE

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

2023 Ford Edge SE

Swanton, VT

Unscored
$22,99561,661 mi

Comparison: 5 similar vehicles

Swanton, VT

2012 Ford F-350 Super Duty Chassis Cab XL

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

2012 Ford F-350 Super Duty Chassis Cab XL

Swanton, VT

Unscored
$22,99569,038 mi

Comparison: 8 similar vehicles

Swanton, VT

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Swanton, VT

UnscoredInsufficient · 0
$24,49537,971 mi

Swanton, VT

2011 Ford F-550

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

2011 Ford F-550

Swanton, VT

UnscoredInsufficient · 0
$24,995119,500 mi

Swanton, VT

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Swanton, VT

UnscoredInsufficient · 0
$25,99529,818 mi

Swanton, VT

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Swanton, VT

Unscored
$26,99558,457 mi

Comparison: 7 similar vehicles

Swanton, VT

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Swanton, VT

UnscoredInsufficient · 4
$27,99534,000 mi

Comparison: 4 similar vehicles

Swanton, VT

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Swanton, VT

UnscoredInsufficient · 0
$28,4959,800 mi

Swanton, VT

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Swanton, VT

Unscored
$28,99578,000 mi

Comparison: 5 similar vehicles

Swanton, VT

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Swanton, VT

UnscoredInsufficient · 0
$29,49526,670 mi

Swanton, VT

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Swanton, VT

Unscored
$29,99560,717 mi

Comparison: 9 similar vehicles

Swanton, VT

2015 Ford F-350 Super Duty Chassis Cab XL

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

2015 Ford F-350 Super Duty Chassis Cab XL

Swanton, VT

UnscoredInsufficient · 0
$29,99576,000 mi

Swanton, VT

2024 Ford Escape Active

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

2024 Ford Escape Active

Swanton, VT

OverpricedLimited · 14
$30,9956,914 mi

Market: $23,499 – $26,010

Comparison: 14 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Swanton, VT

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Swanton, VT

Unscored
$31,99529,845 mi

Comparison: 6 similar vehicles

Swanton, VT

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Swanton, VT

UnscoredInsufficient · 3
$32,59515,946 mi

Comparison: 3 similar vehicles

Swanton, VT

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Swanton, VT

Unscored
$32,99517,523 mi

Comparison: 8 similar vehicles

Swanton, VT

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

Swanton, VT

Fair PriceRobust · 52
$33,670Mileage not verified

Market: $32,768 – $37,730

Comparison: 52 similar vehicles

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

Swanton, VT

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Swanton, VT

OverpricedModerate · 26
$33,99511,565 mi

Market: $23,900 – $31,349

Comparison: 26 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Swanton, VT

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Swanton, VT

UnscoredInsufficient · 0
$33,9955,630 mi

Swanton, VT

2015 Ford F-350 Super Duty Chassis Cab XL

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

2015 Ford F-350 Super Duty Chassis Cab XL

Swanton, VT

UnscoredInsufficient · 0
$33,99554,816 mi

Swanton, VT

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Swanton, VT

Unscored
$34,59534,928 mi

Comparison: 5 similar vehicles

Swanton, VT

2024 Ford Escape ST-Line Select

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

2024 Ford Escape ST-Line Select

Swanton, VT

UnscoredInsufficient · 0
$34,99513,392 mi

Swanton, VT

2023 Ford Ranger Lariat

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

2023 Ford Ranger Lariat

Swanton, VT

UnscoredInsufficient · 3
$35,99552,837 mi

Comparison: 3 similar vehicles

Swanton, VT

2020 Ford F-250 Super Duty XL

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

2020 Ford F-250 Super Duty XL

Swanton, VT

UnscoredInsufficient · 0
$37,99535,985 mi

Swanton, VT

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Swanton, VT

Unscored
$38,940Mileage not verified

Comparison: 8 similar vehicles

Swanton, VT

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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