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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

55 listings found

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Grangeville, ID

Unscored
$11,974107,799 mi

Comparison: 6 similar vehicles

Grangeville, ID

2017 Chevrolet Malibu Premier

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

2017 Chevrolet Malibu Premier

Grangeville, ID

UnscoredInsufficient · 0
$13,67488,432 mi

Grangeville, ID

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Grangeville, ID

UnscoredInsufficient · 0
$18,17438,309 mi

Grangeville, ID

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Grangeville, ID

Fair PriceModerate · 23
$19,17430,706 mi

Market: $17,095 – $23,198

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Grangeville, ID

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Grangeville, ID

Unscored
$19,174117,711 mi

Comparison: 9 similar vehicles

Grangeville, ID

2014 Toyota Tundra SR

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

2014 Toyota Tundra SR

Grangeville, ID

UnscoredInsufficient · 0
$19,174191,235 mi

Grangeville, ID

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Grangeville, ID

Unscored
$21,17465,231 mi

Comparison: 8 similar vehicles

Grangeville, ID

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Grangeville, ID

Fair PriceRobust · 54
$23,67432,584 mi

Market: $19,295 – $30,980

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Grangeville, ID

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Grangeville, ID

UnscoredInsufficient · 0
$25,17418,558 mi

Grangeville, ID

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Grangeville, ID

Fair PriceRobust · 109
$26,089Mileage not verified

Market: $23,398 – $28,585

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Grangeville, ID

2022 Buick Enclave Premium

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

2022 Buick Enclave Premium

Grangeville, ID

Unscored
$26,17472,082 mi

Comparison: 8 similar vehicles

Grangeville, ID

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Grangeville, ID

UnscoredInsufficient · 0
$26,17432,413 mi

Grangeville, ID

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Grangeville, ID

Fair PriceRobust · 109
$26,709Mileage not verified

Market: $23,398 – $28,585

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 277 days listed (based on current market benchmarks)

Grangeville, ID

2013 Chevrolet Silverado 2500HD Work Truck

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

2013 Chevrolet Silverado 2500HD Work Truck

Grangeville, ID

UnscoredInsufficient · 0
$29,17481,673 mi

Grangeville, ID

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Grangeville, ID

Fair PriceRobust · 61
$29,190Mileage not verified

Market: $27,385 – $33,952

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Grangeville, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Grangeville, ID

Fair PriceModerate · 33
$30,17417,249 mi

Market: $27,000 – $30,331

Comparison: 33 similar vehicles

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

Grangeville, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Grangeville, ID

Fair PriceModerate · 33
$30,17418,655 mi

Market: $27,000 – $30,331

Comparison: 33 similar vehicles

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

Grangeville, ID

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Grangeville, ID

Unscored
$30,17423,955 mi

Comparison: 9 similar vehicles

Grangeville, ID

2020 Chevrolet Traverse RS

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

2020 Chevrolet Traverse RS

Grangeville, ID

UnscoredInsufficient · 0
$30,17454,910 mi

Grangeville, ID

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Grangeville, ID

Unscored
$30,17488,174 mi

Comparison: 7 similar vehicles

Grangeville, ID

2020 Toyota RAV4 Limited

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

2020 Toyota RAV4 Limited

Grangeville, ID

UnscoredInsufficient · 0
$31,17451,135 mi

Grangeville, ID

2021 RAM 2500 Pickup Tradesman

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

2021 RAM 2500 Pickup Tradesman

Grangeville, ID

Unscored
$33,17474,753 mi

Comparison: 5 similar vehicles

Grangeville, ID

2020 Chevrolet Silverado 2500HD Work Truck

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

2020 Chevrolet Silverado 2500HD Work Truck

Grangeville, ID

UnscoredInsufficient · 0
$34,17480,998 mi

Grangeville, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Grangeville, ID

Fair PriceLimited · 14
$34,870Mileage not verified

Market: $30,740 – $38,825

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Grangeville, ID

2025 Jeep Wrangler 4-Door Rubicon

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

2025 Jeep Wrangler 4-Door Rubicon

Grangeville, ID

UnscoredInsufficient · 0
$35,17449,921 mi

Grangeville, ID

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Grangeville, ID

UnscoredInsufficient · 0
$35,17452,341 mi

Grangeville, ID

2022 Chevrolet Colorado ZR2

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

2022 Chevrolet Colorado ZR2

Grangeville, ID

UnscoredInsufficient · 0
$36,17459,937 mi

Grangeville, ID

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Grangeville, ID

Fair PriceRobust · 58
$36,17465,716 mi

Market: $29,995 – $38,999

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 388 days listed (based on current market benchmarks)

Grangeville, ID

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Grangeville, ID

UnscoredInsufficient · 0
$37,17432,106 mi

Grangeville, ID

2019 GMC Sierra 1500 AT4

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

2019 GMC Sierra 1500 AT4

Grangeville, ID

OverpricedModerate · 31
$37,17476,819 mi

Market: $30,293 – $36,991

Comparison: 31 similar vehicles

Grangeville, ID

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Grangeville, ID

Fair PriceRobust · 160
$37,355Mileage not verified

Market: $30,939 – $40,762

Comparison: 160 similar vehicles

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

Grangeville, ID

2022 GMC Sierra 1500 Elevation

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

2022 GMC Sierra 1500 Elevation

Grangeville, ID

UnscoredInsufficient · 0
$38,67447,089 mi

Grangeville, ID

2024 Chevrolet Colorado Z71

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

2024 Chevrolet Colorado Z71

Grangeville, ID

UnscoredInsufficient · 0
$39,42911,218 mi

Grangeville, ID

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Grangeville, ID

Fair PriceRobust · 57
$41,190Mileage not verified

Market: $35,455 – $42,987

Comparison: 57 similar vehicles

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

Grangeville, ID

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Grangeville, ID

Fair PriceModerate · 24
$42,17416,236 mi

Market: $36,929 – $43,250

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Grangeville, ID

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Grangeville, ID

UnscoredInsufficient · 0
$42,17426,961 mi

Grangeville, ID

2021 GMC Yukon SLT

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

2021 GMC Yukon SLT

Grangeville, ID

OverpricedModerate · 22
$42,17471,246 mi

Market: $31,998 – $36,995

Comparison: 22 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Grangeville, ID

2024 GMC Sierra 1500 SLE

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

2024 GMC Sierra 1500 SLE

Grangeville, ID

UnscoredInsufficient · 0
$42,67413,827 mi

Grangeville, ID

2024 GMC Sierra 1500 Elevation

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

2024 GMC Sierra 1500 Elevation

Grangeville, ID

UnscoredInsufficient · 4
$46,17431,341 mi

Comparison: 4 similar vehicles

Grangeville, ID

2026 Chevrolet Colorado Z71

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

2026 Chevrolet Colorado Z71

Grangeville, ID

Fair PriceRobust · 86
$50,689184 mi

Market: $42,820 – $53,032

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 368 days listed (based on current market benchmarks)

Grangeville, ID

2026 Chevrolet Blazer 3LT

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

2026 Chevrolet Blazer 3LT

Grangeville, ID

OverpricedModerate · 41
$54,310Mileage not verified

Market: $45,146 – $50,691

Comparison: 41 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Grangeville, ID

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Grangeville, ID

Unscored
$55,335Mileage not verified

Comparison: 6 similar vehicles

Grangeville, ID

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

Grangeville, ID

Fair PriceRobust · 391
$55,834Mileage not verified

Market: $44,486 – $65,881

Comparison: 391 similar vehicles

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

Grangeville, ID

2024 Chevrolet Silverado 3500HD LT

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

2024 Chevrolet Silverado 3500HD LT

Grangeville, ID

Unscored
$59,17443,895 mi

Comparison: 8 similar vehicles

Grangeville, ID

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

Grangeville, ID

Fair PriceRobust · 408
$60,719Mileage not verified

Market: $44,304 – $82,725

Comparison: 408 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Grangeville, ID

2022 GMC Sierra 3500HD Denali

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

2022 GMC Sierra 3500HD Denali

Grangeville, ID

Unscored
$61,67458,069 mi

Comparison: 5 similar vehicles

Grangeville, ID

2024 Chevrolet Tahoe Z71

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

2024 Chevrolet Tahoe Z71

Grangeville, ID

UnscoredInsufficient · 0
$62,17449,765 mi

Grangeville, ID

2023 GMC Yukon Denali

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

2023 GMC Yukon Denali

Grangeville, ID

Unscored
$65,17435,139 mi

Comparison: 6 similar vehicles

Grangeville, ID

2024 Chevrolet Silverado 3500HD LTZ

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

2024 Chevrolet Silverado 3500HD LTZ

Grangeville, ID

Unscored
$67,17441,278 mi

Comparison: 9 similar vehicles

Grangeville, ID

2025 GMC Sierra 3500HD SLT

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

2025 GMC Sierra 3500HD SLT

Grangeville, ID

UnscoredInsufficient · 0
$70,17410,433 mi

Grangeville, ID

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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