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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

47 listings found

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Coeburn, VA

Unscored
$15,900144,899 mi

Comparison: 77 similar vehicles

Coeburn, VA

2020 GMC Acadia SLT

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

2020 GMC Acadia SLT

Coeburn, VA

Unscored
$15,987135,729 mi

Comparison: 41 similar vehicles

Coeburn, VA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Coeburn, VA

UnscoredInsufficient · 4
$18,99552,766 mi

Comparison: 4 similar vehicles

Coeburn, VA

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Coeburn, VA

Unscored
$20,99593,657 mi

Comparison: 6 similar vehicles

Coeburn, VA

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Coeburn, VA

Unscored
$21,90048,322 mi

Comparison: 7 similar vehicles

Coeburn, VA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Coeburn, VA

Fair PriceRobust · 407
$21,99556,000 mi

Market: $17,496 – $24,684

Comparison: 407 similar vehicles

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

Coeburn, VA

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Coeburn, VA

Unscored
$22,98847,946 mi

Comparison: 7 similar vehicles

Coeburn, VA

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Coeburn, VA

Unscored
$22,98847,298 mi

Comparison: 6 similar vehicles

Coeburn, VA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Coeburn, VA

Unscored
$23,29728,144 mi

Comparison: 5 similar vehicles

Coeburn, VA

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Coeburn, VA

Fair PriceRobust · 84
$23,52529,528 mi

Market: $21,608 – $27,991

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Coeburn, VA

2017 Jeep Wrangler Unlimited Rubicon Recon

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

2017 Jeep Wrangler Unlimited Rubicon Recon

Coeburn, VA

UnscoredInsufficient · 4
$23,55593,503 mi

Comparison: 4 similar vehicles

Coeburn, VA

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Coeburn, VA

Unscored
$24,89594,725 mi

Comparison: 9 similar vehicles

Coeburn, VA

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Coeburn, VA

UnscoredInsufficient · 4
$25,58837,682 mi

Comparison: 4 similar vehicles

Coeburn, VA

2018 Toyota Avalon XLE Touring

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

2018 Toyota Avalon XLE Touring

Coeburn, VA

UnscoredInsufficient · 0
$26,89451,194 mi

Coeburn, VA

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Coeburn, VA

Fair PriceModerate · 30
$26,9902,483 mi

Market: $26,595 – $40,570

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Coeburn, VA

2023 Hyundai Santa Cruz SEL Premium

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

2023 Hyundai Santa Cruz SEL Premium

Coeburn, VA

OverpricedModerate · 28
$27,39048,969 mi

Market: $24,749 – $26,239

Comparison: 28 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Coeburn, VA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Coeburn, VA

UnscoredInsufficient · 3
$27,85040,975 mi

Comparison: 3 similar vehicles

Coeburn, VA

2019 Lexus RX 350

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

2019 Lexus RX 350

Coeburn, VA

Fair PriceRobust · 177
$27,89488,937 mi

Market: $22,800 – $34,898

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Coeburn, VA

2026 Ford Escape ST-Line

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

2026 Ford Escape ST-Line

Coeburn, VA

Unscored
$27,90023,976 mi

Comparison: 8 similar vehicles

Coeburn, VA

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Coeburn, VA

Unscored
$27,99595,079 mi

Comparison: 7 similar vehicles

Coeburn, VA

2025 Audi Q3 S Line Premium

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

2025 Audi Q3 S Line Premium

Coeburn, VA

UnscoredInsufficient · 3
$28,99524,314 mi

Comparison: 3 similar vehicles

Coeburn, VA

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Coeburn, VA

Unscored
$31,987113,103 mi

Comparison: 9 similar vehicles

Coeburn, VA

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Coeburn, VA

Unscored
$31,99019,923 mi

Comparison: 5 similar vehicles

Coeburn, VA

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Coeburn, VA

UnscoredInsufficient · 4
$32,89713,480 mi

Comparison: 4 similar vehicles

Coeburn, VA

2026 Hyundai Santa Fe SEL

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

2026 Hyundai Santa Fe SEL

Coeburn, VA

UnscoredInsufficient · 3
$33,99021,717 mi

Comparison: 3 similar vehicles

Coeburn, VA

2023 Buick Enclave Essence

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

2023 Buick Enclave Essence

Coeburn, VA

OverpricedRobust · 63
$34,69724,796 mi

Market: $24,950 – $33,819

Comparison: 63 similar vehicles

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

Coeburn, VA

2024 Chevrolet Blazer RS

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

2024 Chevrolet Blazer RS

Coeburn, VA

Fair PriceRobust · 62
$35,89728,352 mi

Market: $28,998 – $39,297

Comparison: 62 similar vehicles

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

Coeburn, VA

2023 Buick Envision Avenir

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

2023 Buick Envision Avenir

Coeburn, VA

OverpricedModerate · 44
$35,89828,231 mi

Market: $28,878 – $32,950

Comparison: 44 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Coeburn, VA

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Coeburn, VA

Unscored
$37,635Mileage not verified

Comparison: 9 similar vehicles

Coeburn, VA

2026 Buick Enclave Preferred

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

2026 Buick Enclave Preferred

Coeburn, VA

Fair PriceRobust · 90
$38,90027,812 mi

Market: $34,367 – $42,926

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Coeburn, VA

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Coeburn, VA

Unscored
$39,55555,438 mi

Comparison: 6 similar vehicles

Coeburn, VA

2025 Chevrolet Colorado Z71

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

2025 Chevrolet Colorado Z71

Coeburn, VA

UnscoredInsufficient · 0
$39,98823,035 mi

Coeburn, VA

2026 Nissan Frontier PRO-4X

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

2026 Nissan Frontier PRO-4X

Coeburn, VA

Fair PriceRobust · 94
$39,99013,424 mi

Market: $32,587 – $42,108

Comparison: 94 similar vehicles

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

Coeburn, VA

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Coeburn, VA

Unscored
$39,99523,990 mi

Comparison: 5 similar vehicles

Coeburn, VA

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Coeburn, VA

Unscored
$41,50028,677 mi

Comparison: 8 similar vehicles

Coeburn, VA

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

Coeburn, VA

Fair PriceLimited · 13
$41,59019,128 mi

Market: $37,097 – $44,374

Comparison: 13 similar vehicles

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

Coeburn, VA

2023 Toyota 4Runner TRD Off-Road

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

2023 Toyota 4Runner TRD Off-Road

Coeburn, VA

Fair PriceModerate · 22
$41,88847,533 mi

Market: $42,741 – $43,640

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 412 days listed (based on current market benchmarks)

Coeburn, VA

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

Coeburn, VA

Fair PriceRobust · 151
$42,82525,753 mi

Market: $35,575 – $50,599

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 296 days listed (based on current market benchmarks)

Coeburn, VA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Coeburn, VA

Fair PriceRobust · 200
$46,99512,790 mi

Market: $19,700 – $54,075

Comparison: 200 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Coeburn, VA

2023 GMC Sierra 1500 AT4

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

2023 GMC Sierra 1500 AT4

Coeburn, VA

Fair PriceRobust · 168
$48,50062,224 mi

Market: $33,886 – $49,287

Comparison: 168 similar vehicles

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

Coeburn, VA

2026 Chevrolet Silverado 1500 LT

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

2026 Chevrolet Silverado 1500 LT

Coeburn, VA

Fair PriceLimited · 18
$48,990Mileage not verified

Market: $49,452 – $54,649

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 212 days listed (based on current market benchmarks)

Coeburn, VA

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Coeburn, VA

Fair PriceModerate · 46
$51,600Mileage not verified

Market: $46,092 – $71,220

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Coeburn, VA

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Coeburn, VA

Fair PriceModerate · 46
$51,600Mileage not verified

Market: $46,092 – $71,220

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Coeburn, VA

2024 GMC Sierra 1500 AT4

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

2024 GMC Sierra 1500 AT4

Coeburn, VA

Fair PriceRobust · 78
$52,90047,872 mi

Market: $49,480 – $53,689

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Coeburn, VA

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Coeburn, VA

Fair PriceModerate · 46
$54,520166 mi

Market: $46,092 – $71,220

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Coeburn, VA

2026 Chevrolet Silverado 2500HD Custom

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

2026 Chevrolet Silverado 2500HD Custom

Coeburn, VA

Fair PriceModerate · 47
$58,510Mileage not verified

Market: $56,977 – $67,805

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Coeburn, VA

2023 Chevrolet Tahoe RST

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

2023 Chevrolet Tahoe RST

Coeburn, VA

OverpricedRobust · 274
$59,57462,769 mi

Market: $38,900 – $57,800

Comparison: 274 similar vehicles

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

Coeburn, VA

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.
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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