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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

126 listings found

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Rugby, ND

UnscoredInsufficient · 0
$12,995108,540 mi

Rugby, ND

2019 Dodge Durango GT

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

2019 Dodge Durango GT

Rugby, ND

UnscoredInsufficient · 0
$15,350135,169 mi

Rugby, ND

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Rugby, ND

UnscoredInsufficient · 0
$18,99523,511 mi

Rugby, ND

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Rugby, ND

UnscoredLimited · 8
$19,995102,824 mi

Comparison: 8 similar vehicles

Rugby, ND

2020 Chevrolet Suburban LT

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

2020 Chevrolet Suburban LT

Rolla, ND

UnscoredInsufficient · 3
$20,200132,667 mi

Comparison: 3 similar vehicles

Rolla, ND

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Rugby, ND

UnscoredLimited · 5
$20,99591,477 mi

Comparison: 5 similar vehicles

Rugby, ND

2020 Kia Telluride SX

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

2020 Kia Telluride SX

Rugby, ND

Fair PriceLimited · 12
$20,995113,641 mi

Market: $20,899 – $24,070

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Rugby, ND

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Rugby, ND

UnscoredInsufficient · 4
$20,995145,452 mi

Comparison: 4 similar vehicles

Rugby, ND

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Rugby, ND

UnscoredInsufficient · 4
$20,995121,139 mi

Comparison: 4 similar vehicles

Rugby, ND

2023 Chevrolet TrailBlazer Activ

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

2023 Chevrolet TrailBlazer Activ

Rolla, ND

UnscoredInsufficient · 0
$21,20048,517 mi

Rolla, ND

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Rugby, ND

UnscoredInsufficient · 3
$21,59590,957 mi

Comparison: 3 similar vehicles

Rugby, ND

2019 Honda Passport Elite

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

2019 Honda Passport Elite

Rugby, ND

UnscoredInsufficient · 0
$21,99591,656 mi

Rugby, ND

2020 Chevrolet Suburban Premier

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

2020 Chevrolet Suburban Premier

Rolla, ND

UnscoredLimited · 9
$22,100160,084 mi

Comparison: 9 similar vehicles

Rolla, ND

2020 Jeep Wrangler Sport S

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

2020 Jeep Wrangler Sport S

Rolla, ND

UnscoredInsufficient · 0
$22,70089,942 mi

Rolla, ND

2023 Hyundai Tucson SEL Convenience

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

2023 Hyundai Tucson SEL Convenience

Rugby, ND

UnscoredInsufficient · 0
$22,99590,446 mi

Rugby, ND

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Rugby, ND

Fair PriceModerate · 23
$22,99567,600 mi

Market: $18,833 – $24,399

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Rugby, ND

2022 Dodge Durango SXT

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

2022 Dodge Durango SXT

Rugby, ND

UnscoredInsufficient · 0
$23,24966,652 mi

Rugby, ND

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Rugby, ND

UnscoredModerate · 24
$23,995135,546 mi

Comparison: 24 similar vehicles

Rugby, ND

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

Bottineau, ND

UnscoredInsufficient · 0
$23,99530,803 mi

Bottineau, ND

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Rugby, ND

UnscoredInsufficient · 4
$23,995112,856 mi

Comparison: 4 similar vehicles

Rugby, ND

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Rolla, ND

Fair PriceModerate · 20
$24,700108,939 mi

Market: $21,114 – $28,289

Comparison: 20 similar vehicles

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

Rolla, ND

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Rugby, ND

UnscoredInsufficient · 0
$24,9958,133 mi

Rugby, ND

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Rolla, ND

UnscoredInsufficient · 0
$25,040Mileage not verified

Rolla, ND

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Rolla, ND

UnscoredLimited · 5
$25,10040,543 mi

Comparison: 5 similar vehicles

Rolla, ND

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Rugby, ND

UnscoredInsufficient · 4
$25,99555,920 mi

Comparison: 4 similar vehicles

Rugby, ND

2023 Jeep Compass Trailhawk

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

2023 Jeep Compass Trailhawk

Rugby, ND

UnscoredInsufficient · 0
$25,99530,366 mi

Rugby, ND

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Rugby, ND

OverpricedModerate · 21
$25,99576,255 mi

Market: $11,900 – $25,384

Comparison: 21 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Rugby, ND

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rugby, ND

Fair PriceRobust · 62
$26,249Mileage not verified

Market: $24,440 – $27,185

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Rugby, ND

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rolla, ND

Fair PriceRobust · 57
$26,530Mileage not verified

Market: $24,440 – $27,185

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Rolla, ND

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Bottineau, ND

Fair PriceModerate · 45
$26,580Mileage not verified

Market: $24,505 – $26,905

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Bottineau, ND

2020 Buick Enclave Premium

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

2020 Buick Enclave Premium

Rugby, ND

UnscoredInsufficient · 0
$26,74959,258 mi

Rugby, ND

2021 Jeep Grand Cherokee 80th Edition

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

2021 Jeep Grand Cherokee 80th Edition

Rugby, ND

UnscoredInsufficient · 4
$26,90460,976 mi

Comparison: 4 similar vehicles

Rugby, ND

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Rugby, ND

UnscoredInsufficient · 3
$26,99541,754 mi

Comparison: 3 similar vehicles

Rugby, ND

2022 Hyundai Palisade Calligraphy

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

2022 Hyundai Palisade Calligraphy

Rugby, ND

UnscoredLimited · 6
$26,995127,231 mi

Comparison: 6 similar vehicles

Rugby, ND

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

Bottineau, ND

UnscoredInsufficient · 3
$26,99568,032 mi

Comparison: 3 similar vehicles

Bottineau, ND

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Rolla, ND

UnscoredInsufficient · 0
$27,19542,994 mi

Rolla, ND

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Rolla, ND

Fair PriceModerate · 20
$27,19561,058 mi

Market: $24,289 – $27,399

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Rolla, ND

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rugby, ND

Fair PriceModerate · 40
$27,249Mileage not verified

Market: $25,262 – $29,205

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Rugby, ND

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Rolla, ND

Fair PriceRobust · 53
$27,440Mileage not verified

Market: $25,516 – $29,146

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rolla, 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

Rugby, ND

OverpricedLimited · 13
$27,49558,050 mi

Market: $23,794 – $25,885

Comparison: 13 similar vehicles

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

Rugby, ND

2021 Hyundai Palisade Limited

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

2021 Hyundai Palisade Limited

Rugby, ND

UnscoredInsufficient · 0
$27,49596,860 mi

Rugby, ND

2021 Jeep Wrangler Unlimited Sahara

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

2021 Jeep Wrangler Unlimited Sahara

Rugby, ND

UnscoredInsufficient · 0
$27,74961,849 mi

Rugby, ND

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Rugby, ND

UnscoredInsufficient · 0
$27,99513,830 mi

Rugby, ND

2024 Hyundai Kona Limited

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

2024 Hyundai Kona Limited

Rugby, ND

UnscoredLimited · 5
$27,99527,168 mi

Comparison: 5 similar vehicles

Rugby, ND

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Rugby, ND

UnscoredInsufficient · 0
$27,99560,906 mi

Rugby, ND

2022 Jeep Wrangler Unlimited Sport S

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

2022 Jeep Wrangler Unlimited Sport S

Rolla, ND

UnscoredInsufficient · 0
$28,10027,740 mi

Rolla, ND

2025 Mazda CX-5 S Carbon Edition

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

2025 Mazda CX-5 S Carbon Edition

Rugby, ND

Fair PriceLimited · 18
$29,99530,760 mi

Market: $25,000 – $30,324

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Rugby, ND

2023 Buick Enclave Essence

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

2023 Buick Enclave Essence

Bottineau, ND

UnscoredInsufficient · 0
$29,99532,390 mi

Bottineau, ND

2021 Jeep Grand Cherokee Trailhawk

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

2021 Jeep Grand Cherokee Trailhawk

Rolla, ND

UnscoredInsufficient · 0
$30,10042,421 mi

Rolla, ND

2023 Buick Enclave Essence

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

2023 Buick Enclave Essence

Rolla, ND

UnscoredLimited · 7
$30,19540,100 mi

Comparison: 7 similar vehicles

Rolla, 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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