Skip to main content
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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

78 listings found

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Bowman, ND

UnscoredInsufficient · 0
$4,900207,834 mi

Bowman, ND

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Lemmon, SD

UnscoredInsufficient · 0
$5,744215,904 mi

Lemmon, SD

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Lemmon, SD

UnscoredInsufficient · 0
$5,750209,797 mi

Lemmon, SD

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Bowman, ND

UnscoredInsufficient · 0
$5,900Mileage not verified

Bowman, ND

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Bowman, ND

UnscoredInsufficient · 0
$5,900126,181 mi

Bowman, ND

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Bowman, ND

UnscoredInsufficient · 0
$6,900129,017 mi

Bowman, ND

2016 Ford Escape SE

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

2016 Ford Escape SE

Bowman, ND

UnscoredLimited · 10
$7,900168,900 mi

Comparison: 10 similar vehicles

Bowman, ND

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lemmon, SD

UnscoredInsufficient · 3
$8,699211,801 mi

Comparison: 3 similar vehicles

Lemmon, SD

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Lemmon, SD

UnscoredInsufficient · 0
$8,729176,937 mi

Lemmon, SD

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Lemmon, SD

UnscoredInsufficient · 3
$9,749185,742 mi

Comparison: 3 similar vehicles

Lemmon, SD

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Bowman, ND

UnscoredInsufficient · 0
$9,900193,376 mi

Bowman, ND

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Bowman, ND

UnscoredLimited · 8
$9,900111,000 mi

Comparison: 8 similar vehicles

Bowman, ND

2018 Mitsubishi Outlander SE

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

2018 Mitsubishi Outlander SE

Lemmon, SD

UnscoredInsufficient · 0
$11,750148,852 mi

Lemmon, SD

2010 Chevrolet Suburban LT

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

2010 Chevrolet Suburban LT

Lemmon, SD

UnscoredInsufficient · 0
$11,750160,647 mi

Lemmon, SD

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Bowman, ND

UnscoredLimited · 6
$12,900163,211 mi

Comparison: 6 similar vehicles

Bowman, ND

2019 Mitsubishi Outlander Sport LE

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

2019 Mitsubishi Outlander Sport LE

Lemmon, SD

Salvage title
$12,90587,400 mi

Lemmon, SD

2014 Chevrolet Suburban LS

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

2014 Chevrolet Suburban LS

Lemmon, SD

UnscoredInsufficient · 0
$13,599162,669 mi

Lemmon, SD

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Lemmon, SD

UnscoredInsufficient · 0
$14,450210,876 mi

Lemmon, SD

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Bowman, ND

UnscoredInsufficient · 0
$14,90086,528 mi

Bowman, ND

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Bowman, ND

UnscoredInsufficient · 4
$15,900118,687 mi

Comparison: 4 similar vehicles

Bowman, ND

2017 Ford Expedition Platinum

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

2017 Ford Expedition Platinum

Bowman, ND

UnscoredInsufficient · 0
$17,900153,105 mi

Bowman, ND

2017 Chevrolet Tahoe Premier

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

2017 Chevrolet Tahoe Premier

Lemmon, SD

UnscoredInsufficient · 0
$18,876159,775 mi

Lemmon, SD

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Lemmon, SD

Salvage title
$19,25064,323 mi

Lemmon, SD

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Lemmon, SD

UnscoredInsufficient · 0
$20,72997,489 mi

Lemmon, SD

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Hettinger, ND

UnscoredInsufficient · 0
$21,90021,551 mi

Hettinger, ND

2021 Mazda CX-5 Touring

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

2021 Mazda CX-5 Touring

Lemmon, SD

UnscoredInsufficient · 0
$22,00473,481 mi

Lemmon, SD

2020 GMC Yukon XL SLT

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

2020 GMC Yukon XL SLT

Hettinger, ND

UnscoredInsufficient · 0
$22,100134,850 mi

Hettinger, ND

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Hettinger, ND

UnscoredLimited · 6
$22,90058,906 mi

Comparison: 6 similar vehicles

Hettinger, ND

2020 Dodge Durango GT

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

2020 Dodge Durango GT

Hettinger, ND

UnscoredInsufficient · 0
$22,90093,451 mi

Hettinger, ND

2020 Jeep Grand Cherokee Altitude

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

2020 Jeep Grand Cherokee Altitude

Lemmon, SD

UnscoredInsufficient · 0
$23,75077,603 mi

Lemmon, SD

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Bowman, ND

UnscoredInsufficient · 0
$23,90059,339 mi

Bowman, ND

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Bowman, ND

UnscoredLimited · 16
$23,900140,328 mi

Comparison: 16 similar vehicles

Bowman, ND

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Bowman, ND

UnscoredInsufficient · 0
$23,90040,773 mi

Bowman, ND

2022 Kia Sportage SX Turbo

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

2022 Kia Sportage SX Turbo

Lemmon, SD

UnscoredInsufficient · 0
$24,21973,044 mi

Lemmon, SD

2023 Kia Sportage EX

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

2023 Kia Sportage EX

Lemmon, SD

UnscoredInsufficient · 0
$24,31778,693 mi

Lemmon, SD

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Hettinger, ND

Fair PriceModerate · 26
$24,90029,414 mi

Market: $24,794 – $27,487

Comparison: 26 similar vehicles

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

Hettinger, ND

2018 Ford Expedition Platinum

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

2018 Ford Expedition Platinum

Bowman, ND

UnscoredInsufficient · 0
$24,900131,537 mi

Bowman, ND

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Lemmon, SD

UnscoredInsufficient · 4
$25,27062,148 mi

Comparison: 4 similar vehicles

Lemmon, SD

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Bowman, ND

OverpricedLimited · 11
$25,90071,092 mi

Market: $22,377 – $24,399

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Bowman, ND

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Lemmon, SD

UnscoredInsufficient · 0
$27,72928,235 mi

Lemmon, SD

2025 Ford Escape Active

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

2025 Ford Escape Active

Bowman, ND

Fair PriceModerate · 26
$27,90033,433 mi

Market: $22,399 – $27,900

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Bowman, ND

2025 Ford Escape Active

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

2025 Ford Escape Active

Bowman, ND

Fair PriceModerate · 26
$27,90033,356 mi

Market: $22,399 – $27,900

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Bowman, ND

2020 Lincoln Aviator Reserve

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

2020 Lincoln Aviator Reserve

Bowman, ND

Fair PriceLimited · 11
$27,90090,415 mi

Market: $25,399 – $32,298

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Bowman, ND

2020 Cadillac XT6 Premium Luxury

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

2020 Cadillac XT6 Premium Luxury

Lemmon, SD

UnscoredInsufficient · 0
$27,90494,560 mi

Lemmon, SD

2021 Audi Q8 Prestige

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

2021 Audi Q8 Prestige

Lemmon, SD

UnscoredInsufficient · 0
$28,474126,022 mi

Lemmon, SD

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Lemmon, SD

UnscoredLimited · 8
$29,023101,011 mi

Comparison: 8 similar vehicles

Lemmon, SD

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Bowman, ND

UnscoredLimited · 7
$29,50031,045 mi

Comparison: 7 similar vehicles

Bowman, ND

2024 Kia Sportage EX

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

2024 Kia Sportage EX

Lemmon, SD

UnscoredInsufficient · 0
$29,96512,291 mi

Lemmon, SD

2023 Hyundai Tucson Limited

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

2023 Hyundai Tucson Limited

Lemmon, SD

UnscoredInsufficient · 0
$30,75017,116 mi

Lemmon, SD

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Bowman, ND

UnscoredInsufficient · 0
$30,90012,754 mi

Bowman, ND

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.