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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

91 listings found

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Newport, MN

Salvage title
$4,39992,583 mi

Newport, MN

2003 Dodge Ram 2500 Pickup Laramie

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

2003 Dodge Ram 2500 Pickup Laramie

Newport, MN

UnscoredInsufficient · 0
$4,500154,111 mi

Newport, MN

2018 Nissan Altima S

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

2018 Nissan Altima S

Newport, MN

UnscoredInsufficient · 3
$5,900147,003 mi

Comparison: 3 similar vehicles

Newport, MN

2009 INFINITI G Sedan 37x

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

2009 INFINITI G Sedan 37x

Newport, MN

UnscoredInsufficient · 0
$5,900141,201 mi

Newport, MN

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Newport, MN

Salvage title
$6,499107,197 mi

Newport, MN

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Newport, MN

Unscored
$6,500143,466 mi

Comparison: 15 similar vehicles

Newport, MN

2010 Honda Ridgeline RTL

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

2010 Honda Ridgeline RTL

Newport, MN

UnscoredInsufficient · 3
$6,500247,287 mi

Comparison: 3 similar vehicles

Newport, MN

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Newport, MN

Unscored
$6,900142,531 mi

Comparison: 14 similar vehicles

Newport, MN

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Newport, MN

UnscoredInsufficient · 3
$7,200115,237 mi

Comparison: 3 similar vehicles

Newport, MN

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Newport, MN

UnscoredInsufficient · 4
$7,499145,069 mi

Comparison: 4 similar vehicles

Newport, MN

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Newport, MN

UnscoredInsufficient · 4
$7,500146,802 mi

Comparison: 4 similar vehicles

Newport, MN

2014 Subaru Impreza 2.0I Sport Premium

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

2014 Subaru Impreza 2.0I Sport Premium

Newport, MN

UnscoredInsufficient · 0
$7,799120,549 mi

Newport, MN

2019 Ford Escape SE

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

2019 Ford Escape SE

Newport, MN

Fair PriceLimited · 12
$8,900115,575 mi

Market: $8,900 – $14,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Newport, MN

2019 Ford Escape SE

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

2019 Ford Escape SE

Newport, MN

Fair PriceLimited · 12
$8,90098,268 mi

Market: $8,900 – $14,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Newport, MN

2014 Toyota Camry XLE Hybrid

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

2014 Toyota Camry XLE Hybrid

Newport, MN

UnscoredInsufficient · 0
$8,999169,727 mi

Newport, MN

2019 Chevrolet Spark 1LT

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

2019 Chevrolet Spark 1LT

Newport, MN

UnscoredInsufficient · 0
$9,44964,943 mi

Newport, MN

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Newport, MN

Unscored
$9,50096,328 mi

Comparison: 5 similar vehicles

Newport, MN

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Newport, MN

UnscoredInsufficient · 0
$9,59980,706 mi

Newport, MN

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Newport, MN

Unscored
$9,599111,195 mi

Comparison: 8 similar vehicles

Newport, MN

2015 Volkswagen Golf GTI Autobahn

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

2015 Volkswagen Golf GTI Autobahn

Newport, MN

UnscoredInsufficient · 0
$10,000117,559 mi

Newport, MN

2014 Cadillac CTS Sedan Luxury Collection

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

2014 Cadillac CTS Sedan Luxury Collection

Newport, MN

UnscoredInsufficient · 3
$10,39988,041 mi

Comparison: 3 similar vehicles

Newport, MN

2013 Audi S5 Premium Plus

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

2013 Audi S5 Premium Plus

Newport, MN

UnscoredInsufficient · 0
$11,000129,592 mi

Newport, MN

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Newport, MN

Fair PriceLimited · 10
$11,04992,273 mi

Market: $9,849 – $13,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Newport, MN

2019 Jeep Compass Altitude

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

2019 Jeep Compass Altitude

Newport, MN

Salvage title
$11,99955,307 mi

Newport, MN

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Newport, MN

Fair PriceLimited · 15
$12,099111,133 mi

Market: $10,250 – $20,293

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Newport, MN

2017 BMW X5 xDrive40e

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

2017 BMW X5 xDrive40e

Newport, MN

UnscoredInsufficient · 0
$12,649111,680 mi

Newport, MN

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Newport, MN

Salvage title
$12,99550,771 mi

Newport, MN

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Newport, MN

Salvage title
$12,99547,763 mi

Newport, MN

2022 Chevrolet Malibu RS

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

2022 Chevrolet Malibu RS

Newport, MN

Salvage title
$12,99553,812 mi

Newport, MN

2021 Jeep Renegade Sport

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

2021 Jeep Renegade Sport

Newport, MN

Salvage title
$12,99535,068 mi

Newport, MN

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Newport, MN

UnscoredInsufficient · 4
$13,599121,130 mi

Comparison: 4 similar vehicles

Newport, MN

2020 Nissan Rogue Sport S

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

2020 Nissan Rogue Sport S

Newport, MN

UnscoredInsufficient · 0
$13,69984,237 mi

Newport, MN

2022 Nissan Sentra SR

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

2022 Nissan Sentra SR

Newport, MN

Salvage title
$13,99514,278 mi

Newport, MN

2021 Ford Escape SE

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

2021 Ford Escape SE

Newport, MN

Salvage title
$13,99550,441 mi

Newport, MN

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Newport, MN

Salvage title
$13,99548,547 mi

Newport, MN

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Newport, MN

Salvage title
$13,99554,898 mi

Newport, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Newport, MN

Salvage title
$13,99554,507 mi

Newport, MN

2020 Nissan Murano S

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

2020 Nissan Murano S

Newport, MN

Salvage title
$13,99547,993 mi

Newport, MN

2018 Buick Regal Sportback Essence

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

2018 Buick Regal Sportback Essence

Newport, MN

Salvage title
$13,99586,217 mi

Newport, MN

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Newport, MN

UnscoredInsufficient · 3
$13,99985,395 mi

Comparison: 3 similar vehicles

Newport, MN

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Newport, MN

Unscored
$14,099142,273 mi

Comparison: 14 similar vehicles

Newport, MN

2017 Honda Civic LX

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

2017 Honda Civic LX

Newport, MN

UnscoredInsufficient · 4
$14,39997,625 mi

Comparison: 4 similar vehicles

Newport, MN

2021 Chevrolet Equinox 2FL

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

2021 Chevrolet Equinox 2FL

Newport, MN

UnscoredInsufficient · 3
$14,49968,598 mi

Comparison: 3 similar vehicles

Newport, MN

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Newport, MN

Unscored
$14,649125,564 mi

Comparison: 6 similar vehicles

Newport, MN

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Newport, MN

UnscoredInsufficient · 4
$14,79969,065 mi

Comparison: 4 similar vehicles

Newport, MN

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Newport, MN

Fair PriceLimited · 10
$14,94983,590 mi

Market: $9,250 – $18,593

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Newport, MN

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Newport, MN

Salvage title
$14,99549,693 mi

Newport, MN

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Newport, MN

Salvage title
$14,99514,787 mi

Newport, MN

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Newport, MN

Salvage title
$14,99552,632 mi

Newport, MN

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Newport, MN

Salvage title
$14,99553,098 mi

Newport, MN

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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