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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 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

84 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

Bowdle, SD

UnscoredInsufficient · 0
$5,000213,361 mi

Bowdle, 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

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

Bowdle, SD

UnscoredInsufficient · 0
$8,125112,280 mi

Bowdle, SD

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Mobridge, SD

UnscoredInsufficient · 0
$8,175112,707 mi

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$10,000180,849 mi

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$12,200171,716 mi

Mobridge, SD

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Bowdle, SD

UnscoredInsufficient · 4
$13,125104,050 mi

Comparison: 4 similar vehicles

Bowdle, SD

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Bowdle, SD

UnscoredInsufficient · 0
$17,000119,023 mi

Bowdle, SD

2020 Chevrolet Blazer Premier

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

2020 Chevrolet Blazer Premier

Bowdle, SD

UnscoredInsufficient · 0
$20,12594,818 mi

Bowdle, SD

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Mobridge, SD

UnscoredLimited · 10
$20,125148,236 mi

Comparison: 10 similar vehicles

Mobridge, SD

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Mobridge, SD

UnscoredLimited · 6
$24,72576,059 mi

Comparison: 6 similar vehicles

Mobridge, SD

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Mobridge, SD

Fair PriceLimited · 14
$25,12529,279 mi

Market: $24,794 – $27,487

Comparison: 14 similar vehicles

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

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$25,12538,286 mi

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 11
$25,60019,480 mi

Market: $25,917 – $28,228

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 27 days listed (based on current market benchmarks)

Mobridge, SD

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Bowdle, SD

Fair PriceLimited · 15
$26,00037,600 mi

Market: $24,900 – $28,194

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Bowdle, SD

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Mobridge, SD

UnscoredModerate · 24
$26,125126,061 mi

Comparison: 24 similar vehicles

Mobridge, SD

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Mobridge, SD

Fair PriceModerate · 27
$27,12525,672 mi

Market: $26,396 – $30,062

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Mobridge, SD

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Mobridge, SD

Fair PriceModerate · 30
$27,715Mileage not verified

Market: $25,189 – $28,979

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Mobridge, SD

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mobridge, SD

UnscoredInsufficient · 0
$27,715Mileage not verified

Mobridge, SD

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mobridge, SD

Fair PriceModerate · 24
$28,280Mileage not verified

Market: $25,262 – $29,205

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Mobridge, SD

2022 GMC Terrain AT4

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

2022 GMC Terrain AT4

Mobridge, SD

UnscoredInsufficient · 0
$28,90022,921 mi

Mobridge, SD

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Mobridge, SD

UnscoredInsufficient · 0
$29,4508,114 mi

Mobridge, SD

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Bowdle, SD

OverpricedLimited · 11
$29,75023,116 mi

Market: $25,990 – $28,900

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Bowdle, SD

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Bowdle, SD

UnscoredInsufficient · 0
$30,60033,151 mi

Bowdle, SD

2023 Jeep Grand Cherokee L Limited

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

2023 Jeep Grand Cherokee L Limited

Bowdle, SD

UnscoredInsufficient · 0
$32,12541,208 mi

Bowdle, SD

2023 Ford Edge ST

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

2023 Ford Edge ST

Bowdle, SD

UnscoredInsufficient · 0
$33,90028,114 mi

Bowdle, SD

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

Bowdle, SD

Fair PriceRobust · 336
$35,000Mileage not verified

Market: $26,114 – $64,530

Comparison: 336 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Bowdle, SD

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Bowdle, SD

Great DealModerate · 21
$35,00097,459 mi

Market: $37,649 – $51,995

Comparison: 21 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Bowdle, SD

2023 GMC Acadia AT4

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

2023 GMC Acadia AT4

Bowdle, SD

Fair PriceLimited · 11
$35,12536,855 mi

Market: $31,998 – $35,490

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Bowdle, SD

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

Mobridge, SD

Fair PriceRobust · 175
$35,930Mileage not verified

Market: $26,114 – $39,444

Comparison: 175 similar vehicles

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

Mobridge, SD

2022 Honda Pilot Elite

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

2022 Honda Pilot Elite

Bowdle, SD

UnscoredInsufficient · 0
$36,80038,000 mi

Bowdle, SD

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Bowdle, SD

UnscoredInsufficient · 4
$38,12577,970 mi

Comparison: 4 similar vehicles

Bowdle, SD

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

Bowdle, SD

Fair PriceRobust · 163
$38,910Mileage not verified

Market: $30,384 – $45,009

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Bowdle, SD

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Mobridge, SD

UnscoredLimited · 7
$38,975Mileage not verified

Comparison: 7 similar vehicles

Mobridge, SD

2025 Jeep Grand Cherokee Limited

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

2025 Jeep Grand Cherokee Limited

Bowdle, SD

UnscoredInsufficient · 0
$40,12512,221 mi

Bowdle, SD

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Mobridge, SD

Fair PriceLimited · 10
$40,455Mileage not verified

Market: $38,631 – $41,725

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Mobridge, SD

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bowdle, SD

UnscoredInsufficient · 4
$40,475Mileage not verified

Comparison: 4 similar vehicles

Bowdle, SD

2022 GMC Yukon SLT

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

2022 GMC Yukon SLT

Mobridge, SD

UnscoredInsufficient · 4
$40,90089,208 mi

Comparison: 4 similar vehicles

Mobridge, SD

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Mobridge, SD

UnscoredInsufficient · 4
$41,110Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Mobridge, SD

UnscoredInsufficient · 0
$41,620Mileage not verified

Mobridge, SD

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Mobridge, SD

OverpricedLimited · 10
$41,725Mileage not verified

Market: $38,631 – $41,494

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Mobridge, SD

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Mobridge, SD

OverpricedModerate · 27
$41,825Mileage not verified

Market: $37,340 – $41,749

Comparison: 27 similar vehicles

Mobridge, SD

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Mobridge, SD

UnscoredInsufficient · 0
$43,077Mileage not verified

Mobridge, SD

2026 Jeep Grand Cherokee L Limited

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

2026 Jeep Grand Cherokee L Limited

Mobridge, SD

UnscoredInsufficient · 0
$43,198Mileage not verified

Mobridge, SD

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Bowdle, SD

Fair PriceModerate · 49
$43,397Mileage not verified

Market: $36,398 – $50,374

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Bowdle, SD

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Bowdle, SD

Fair PriceModerate · 37
$43,960Mileage not verified

Market: $40,278 – $53,024

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Bowdle, SD

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Mobridge, SD

UnscoredInsufficient · 0
$45,870Mileage not verified

Mobridge, SD

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Mobridge, SD

UnscoredInsufficient · 4
$46,175Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Bowdle, SD

Fair PriceModerate · 20
$48,171Mileage not verified

Market: $37,870 – $55,794

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bowdle, SD

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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