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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

65 listings found

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Ephraim, UT

UnscoredInsufficient · 0
$2,839181,249 mi

Ephraim, UT

1994 Jeep Wrangler / YJ

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

1994 Jeep Wrangler / YJ

Ephraim, UT

UnscoredInsufficient · 0
$5,139154,247 mi

Ephraim, UT

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Ephraim, UT

UnscoredModerate · 27
$6,998172,680 mi

Comparison: 27 similar vehicles

Ephraim, UT

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Ephraim, UT

UnscoredInsufficient · 0
$7,344151,190 mi

Ephraim, UT

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Ephraim, UT

Fair PriceModerate · 21
$16,998106,758 mi

Market: $15,500 – $23,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Ephraim, UT

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Ephraim, UT

Fair PriceModerate · 20
$17,29779,761 mi

Market: $10,995 – $17,377

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Ephraim, UT

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Ephraim, UT

UnscoredInsufficient · 0
$19,99874,155 mi

Ephraim, UT

2022 Chevrolet Silverado 2500HD LT

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

2022 Chevrolet Silverado 2500HD LT

Ephraim, UT

UnscoredLimited · 13
$22,998203,940 mi

Comparison: 13 similar vehicles

Ephraim, UT

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Ephraim, UT

Fair PriceModerate · 42
$24,33937,198 mi

Market: $21,660 – $29,083

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ephraim, UT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Ephraim, UT

UnscoredInsufficient · 4
$25,2984,194 mi

Comparison: 4 similar vehicles

Ephraim, UT

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Ephraim, UT

Fair PriceLimited · 12
$26,498105,484 mi

Market: $19,950 – $33,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Ephraim, UT

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Ephraim, UT

OverpricedLimited · 10
$28,17145,677 mi

Market: $23,900 – $27,289

Comparison: 10 similar vehicles

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

Ephraim, UT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Ephraim, UT

Fair PriceLimited · 10
$28,19823,144 mi

Market: $27,405 – $28,834

Comparison: 10 similar vehicles

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

Ephraim, UT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Ephraim, UT

UnscoredInsufficient · 4
$28,339Mileage not verified

Comparison: 4 similar vehicles

Ephraim, UT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Ephraim, UT

Fair PriceRobust · 136
$28,639Mileage not verified

Market: $24,378 – $29,975

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Ephraim, UT

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Ephraim, UT

Fair PriceRobust · 64
$28,829113,679 mi

Market: $21,399 – $37,790

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Ephraim, UT

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Ephraim, UT

UnscoredInsufficient · 3
$30,13928,158 mi

Comparison: 3 similar vehicles

Ephraim, UT

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Ephraim, UT

UnscoredInsufficient · 0
$30,79810,700 mi

Ephraim, UT

2018 GMC Sierra 2500HD SLT

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

2018 GMC Sierra 2500HD SLT

Ephraim, UT

UnscoredLimited · 7
$30,998134,663 mi

Comparison: 7 similar vehicles

Ephraim, UT

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Ephraim, UT

OverpricedLimited · 10
$31,23472,465 mi

Market: $28,298 – $28,485

Comparison: 10 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Ephraim, UT

2026 Volkswagen Atlas SE

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

2026 Volkswagen Atlas SE

Ephraim, UT

UnscoredLimited · 5
$31,99815,612 mi

Comparison: 5 similar vehicles

Ephraim, UT

2021 Chevrolet Silverado 1500 LTZ

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

2021 Chevrolet Silverado 1500 LTZ

Ephraim, UT

Fair PriceLimited · 14
$33,79973,462 mi

Market: $31,143 – $37,948

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Ephraim, UT

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Ephraim, UT

Fair PriceRobust · 64
$33,81793,718 mi

Market: $21,399 – $37,790

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Ephraim, UT

2026 Buick Enclave Preferred

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

2026 Buick Enclave Preferred

Ephraim, UT

Fair PriceModerate · 41
$36,29823,031 mi

Market: $34,990 – $41,894

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Ephraim, UT

2024 Chevrolet Colorado Z71

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

2024 Chevrolet Colorado Z71

Ephraim, UT

UnscoredInsufficient · 4
$38,59824,887 mi

Comparison: 4 similar vehicles

Ephraim, UT

2021 GMC Sierra 1500 Denali

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

2021 GMC Sierra 1500 Denali

Ephraim, UT

UnscoredInsufficient · 0
$40,64147,598 mi

Ephraim, UT

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Ephraim, UT

UnscoredInsufficient · 0
$40,94342,485 mi

Ephraim, UT

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Ephraim, UT

Fair PriceModerate · 20
$42,84826,055 mi

Market: $40,672 – $48,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Ephraim, UT

2026 Buick Enclave Sport Touring

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

2026 Buick Enclave Sport Touring

Ephraim, UT

UnscoredInsufficient · 0
$42,9987,238 mi

Ephraim, UT

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Ephraim, UT

Fair PriceRobust · 55
$43,99837,685 mi

Market: $35,000 – $53,995

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Ephraim, UT

2025 Chevrolet Silverado 1500 LT

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

2025 Chevrolet Silverado 1500 LT

Ephraim, UT

UnscoredInsufficient · 0
$44,7989,786 mi

Ephraim, UT

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Ephraim, UT

OverpricedModerate · 31
$46,64946,869 mi

Market: $35,171 – $42,593

Comparison: 31 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Ephraim, UT

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Ephraim, UT

Fair PriceRobust · 58
$47,28328,024 mi

Market: $16,858 – $50,484

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Ephraim, UT

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Ephraim, UT

Fair PriceRobust · 57
$48,145Mileage not verified

Market: $42,066 – $50,738

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Ephraim, UT

2022 Ford F-250 Super Duty Lariat

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

2022 Ford F-250 Super Duty Lariat

Ephraim, UT

Fair PriceModerate · 31
$49,134115,884 mi

Market: $40,127 – $62,133

Comparison: 31 similar vehicles

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

Ephraim, UT

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Ephraim, UT

UnscoredInsufficient · 0
$49,33942,910 mi

Ephraim, UT

2025 Toyota Tacoma TRD Off Road

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

2025 Toyota Tacoma TRD Off Road

Ephraim, UT

UnscoredLimited · 8
$49,5008,750 mi

Comparison: 8 similar vehicles

Ephraim, UT

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Ephraim, UT

Fair PriceRobust · 57
$49,570Mileage not verified

Market: $42,066 – $50,738

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Ephraim, UT

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Ephraim, UT

Fair PriceModerate · 29
$49,654Mileage not verified

Market: $41,710 – $93,765

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Ephraim, UT

2026 Chevrolet Blazer 3LT

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

2026 Chevrolet Blazer 3LT

Ephraim, UT

Fair PriceModerate · 29
$49,874Mileage not verified

Market: $43,628 – $53,930

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Ephraim, UT

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Ephraim, UT

Fair PriceRobust · 55
$51,875Mileage not verified

Market: $43,358 – $56,919

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Ephraim, UT

2026 Chevrolet Colorado ZR2

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

2026 Chevrolet Colorado ZR2

Ephraim, UT

UnscoredInsufficient · 3
$53,219Mileage not verified

Comparison: 3 similar vehicles

Ephraim, UT

2024 Chevrolet Silverado 2500HD LT

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

2024 Chevrolet Silverado 2500HD LT

Ephraim, UT

UnscoredInsufficient · 0
$53,49527,149 mi

Ephraim, UT

2024 Chevrolet Silverado 1500 ZR2

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

2024 Chevrolet Silverado 1500 ZR2

Ephraim, UT

UnscoredInsufficient · 0
$54,99828,392 mi

Ephraim, UT

2026 Chevrolet Colorado ZR2

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

2026 Chevrolet Colorado ZR2

Ephraim, UT

UnscoredInsufficient · 3
$55,669Mileage not verified

Comparison: 3 similar vehicles

Ephraim, UT

2023 Chevrolet Silverado 2500HD LTZ

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

2023 Chevrolet Silverado 2500HD LTZ

Ephraim, UT

UnscoredInsufficient · 0
$57,24930,105 mi

Ephraim, UT

2025 Chevrolet Silverado 2500HD LT

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

2025 Chevrolet Silverado 2500HD LT

Ephraim, UT

UnscoredInsufficient · 0
$57,9981,438 mi

Ephraim, UT

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Ephraim, UT

UnscoredLimited · 6
$59,34821,241 mi

Comparison: 6 similar vehicles

Ephraim, UT

2022 Ford F-350 Super Duty Lariat

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

2022 Ford F-350 Super Duty Lariat

Ephraim, UT

UnscoredInsufficient · 0
$61,34852,433 mi

Ephraim, UT

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Ephraim, UT

UnscoredLimited · 6
$63,700Mileage not verified

Comparison: 6 similar vehicles

Ephraim, UT

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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