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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 22, 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

173 listings found

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Mobridge, SD

UnscoredInsufficient · 0
$5,000213,361 mi

Mobridge, SD

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Bowdle, SD

UnscoredInsufficient · 0
$5,225159,582 mi

Bowdle, SD

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Strasburg, ND

UnscoredInsufficient · 0
$5,900115,717 mi

Strasburg, ND

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Strasburg, ND

UnscoredInsufficient · 0
$6,75097,977 mi

Strasburg, ND

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Strasburg, ND

UnscoredInsufficient · 0
$6,99594,325 mi

Strasburg, ND

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Strasburg, ND

UnscoredLimited · 5
$7,450117,303 mi

Comparison: 5 similar vehicles

Strasburg, ND

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Strasburg, ND

UnscoredInsufficient · 3
$7,450121,627 mi

Comparison: 3 similar vehicles

Strasburg, ND

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Strasburg, ND

UnscoredLimited · 7
$7,650130,771 mi

Comparison: 7 similar vehicles

Strasburg, ND

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Strasburg, ND

Fair PriceLimited · 10
$7,850101,350 mi

Market: $6,990 – $15,167

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Strasburg, ND

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Strasburg, ND

UnscoredInsufficient · 0
$7,95055,332 mi

Strasburg, ND

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Strasburg, ND

UnscoredLimited · 16
$7,99563,318 mi

Comparison: 16 similar vehicles

Strasburg, ND

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Strasburg, ND

UnscoredInsufficient · 3
$7,99593,678 mi

Comparison: 3 similar vehicles

Strasburg, ND

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Bowdle, SD

UnscoredInsufficient · 4
$8,125163,632 mi

Comparison: 4 similar vehicles

Bowdle, SD

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Mobridge, SD

UnscoredInsufficient · 0
$8,125112,280 mi

Mobridge, SD

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Bowdle, SD

UnscoredInsufficient · 0
$8,175112,707 mi

Bowdle, SD

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Strasburg, ND

UnscoredLimited · 13
$8,250115,081 mi

Comparison: 13 similar vehicles

Strasburg, ND

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Strasburg, ND

UnscoredInsufficient · 0
$8,250140,209 mi

Strasburg, ND

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Strasburg, ND

UnscoredInsufficient · 3
$8,350106,147 mi

Comparison: 3 similar vehicles

Strasburg, ND

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Strasburg, ND

UnscoredInsufficient · 0
$8,40053,723 mi

Strasburg, ND

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Strasburg, ND

UnscoredInsufficient · 0
$8,45079,510 mi

Strasburg, ND

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Strasburg, ND

UnscoredInsufficient · 3
$8,450132,124 mi

Comparison: 3 similar vehicles

Strasburg, ND

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Strasburg, ND

UnscoredInsufficient · 0
$8,650113,356 mi

Strasburg, ND

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Strasburg, ND

UnscoredInsufficient · 3
$8,995136,749 mi

Comparison: 3 similar vehicles

Strasburg, ND

2019 Cadillac XT5 Premium Luxury

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

2019 Cadillac XT5 Premium Luxury

Strasburg, ND

UnscoredInsufficient · 0
$9,350125,326 mi

Strasburg, ND

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Strasburg, ND

UnscoredLimited · 8
$9,45087,321 mi

Comparison: 8 similar vehicles

Strasburg, ND

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Strasburg, ND

UnscoredInsufficient · 3
$9,850126,937 mi

Comparison: 3 similar vehicles

Strasburg, ND

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Strasburg, ND

UnscoredInsufficient · 0
$9,995119,323 mi

Strasburg, ND

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Strasburg, ND

UnscoredInsufficient · 0
$9,995138,106 mi

Strasburg, ND

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Bowdle, SD

UnscoredInsufficient · 0
$10,000180,849 mi

Bowdle, SD

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Strasburg, ND

UnscoredInsufficient · 0
$10,20081,003 mi

Strasburg, ND

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Strasburg, ND

UnscoredInsufficient · 4
$10,25091,165 mi

Comparison: 4 similar vehicles

Strasburg, ND

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Strasburg, ND

UnscoredInsufficient · 3
$10,25064,686 mi

Comparison: 3 similar vehicles

Strasburg, ND

2009 GMC Yukon XL Denali

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

2009 GMC Yukon XL Denali

Strasburg, ND

UnscoredInsufficient · 0
$10,250121,233 mi

Strasburg, ND

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Strasburg, ND

UnscoredInsufficient · 0
$10,45034,462 mi

Strasburg, ND

2020 Kia Telluride S

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

2020 Kia Telluride S

Strasburg, ND

UnscoredInsufficient · 3
$10,650128,696 mi

Comparison: 3 similar vehicles

Strasburg, ND

2016 Mitsubishi Outlander SE

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

2016 Mitsubishi Outlander SE

Strasburg, ND

UnscoredInsufficient · 0
$10,75071,715 mi

Strasburg, ND

2019 Volkswagen Atlas S

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

2019 Volkswagen Atlas S

Strasburg, ND

UnscoredInsufficient · 0
$10,85081,431 mi

Strasburg, ND

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Strasburg, ND

Great DealLimited · 19
$10,89988,624 mi

Market: $14,549 – $18,291

Comparison: 19 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Strasburg, ND

2019 Nissan Murano SV

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

2019 Nissan Murano SV

Strasburg, ND

UnscoredInsufficient · 0
$10,900104,992 mi

Strasburg, ND

2020 Ford Escape SE

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

2020 Ford Escape SE

Strasburg, ND

Great DealLimited · 19
$10,950101,625 mi

Market: $13,799 – $19,489

Comparison: 19 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 55 days listed (based on current market benchmarks)

Strasburg, ND

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Strasburg, ND

UnscoredLimited · 8
$10,950113,962 mi

Comparison: 8 similar vehicles

Strasburg, ND

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Strasburg, ND

UnscoredInsufficient · 0
$10,995115,230 mi

Strasburg, ND

2021 GMC Acadia SLT

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

2021 GMC Acadia SLT

Strasburg, ND

UnscoredInsufficient · 3
$11,450115,152 mi

Comparison: 3 similar vehicles

Strasburg, ND

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Strasburg, ND

UnscoredInsufficient · 0
$11,45097,577 mi

Strasburg, ND

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Strasburg, ND

UnscoredInsufficient · 3
$11,450107,274 mi

Comparison: 3 similar vehicles

Strasburg, ND

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Strasburg, ND

OverpricedLimited · 15
$11,450102,923 mi

Market: $6,399 – $9,841

Comparison: 15 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Strasburg, ND

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Strasburg, ND

UnscoredLimited · 8
$11,995107,349 mi

Comparison: 8 similar vehicles

Strasburg, ND

2016 Ford Expedition King Ranch

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

2016 Ford Expedition King Ranch

Strasburg, ND

UnscoredInsufficient · 0
$12,200157,128 mi

Strasburg, ND

2016 Cadillac Escalade ESV Premium

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

2016 Cadillac Escalade ESV Premium

Bowdle, SD

UnscoredInsufficient · 0
$12,200171,716 mi

Bowdle, SD

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Strasburg, ND

UnscoredInsufficient · 0
$12,25020,795 mi

Strasburg, 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

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