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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 12, 2026

7.2M+

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

167 listings found

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Lewiston, ID

UnscoredInsufficient · 3
$13,995145,064 mi

Comparison: 3 similar vehicles

Lewiston, ID

2001 GMC Sierra SLE

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

2001 GMC Sierra SLE

Lewiston, ID

UnscoredInsufficient · 0
$14,995182,925 mi

Lewiston, ID

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Lewiston, ID

Fair PriceLimited · 19
$14,99862,952 mi

Market: $10,993 – $16,889

Comparison: 19 similar vehicles

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

Lewiston, ID

2016 GMC Sierra 1500 SLE

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

2016 GMC Sierra 1500 SLE

Lewiston, ID

UnscoredInsufficient · 0
$17,995136,383 mi

Lewiston, ID

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Lewiston, ID

UnscoredInsufficient · 0
$19,298132,425 mi

Lewiston, ID

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Lewiston, ID

Unscored
$19,999144,020 mi

Comparison: 10 similar vehicles

Lewiston, ID

2015 GMC Sierra 2500HD SLE

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

2015 GMC Sierra 2500HD SLE

Lewiston, ID

Unscored
$20,995144,386 mi

Comparison: 6 similar vehicles

Lewiston, ID

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Lewiston, ID

Unscored
$20,996162,736 mi

Comparison: 8 similar vehicles

Lewiston, ID

2018 GMC Canyon SLT

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

2018 GMC Canyon SLT

Lewiston, ID

UnscoredInsufficient · 4
$21,248109,125 mi

Comparison: 4 similar vehicles

Lewiston, ID

2020 GMC Acadia SLT

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

2020 GMC Acadia SLT

Lewiston, ID

UnscoredInsufficient · 0
$22,48958,320 mi

Lewiston, ID

2013 GMC Sierra 2500HD SLE

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

2013 GMC Sierra 2500HD SLE

Lewiston, ID

UnscoredInsufficient · 0
$23,995124,324 mi

Lewiston, ID

2021 GMC Acadia Denali

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

2021 GMC Acadia Denali

Lewiston, ID

UnscoredInsufficient · 3
$24,995110,240 mi

Comparison: 3 similar vehicles

Lewiston, ID

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Lewiston, ID

UnscoredInsufficient · 0
$25,29832,733 mi

Lewiston, ID

2012 GMC Sierra 2500HD SLE

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

2012 GMC Sierra 2500HD SLE

Lewiston, ID

UnscoredInsufficient · 0
$26,995148,331 mi

Lewiston, ID

2019 GMC Yukon XL SLT

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

2019 GMC Yukon XL SLT

Lewiston, ID

UnscoredInsufficient · 0
$27,995123,703 mi

Lewiston, ID

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Lewiston, ID

Fair PriceLimited · 17
$28,48916,936 mi

Market: $25,998 – $31,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Lewiston, ID

2022 GMC Acadia AT4

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

2022 GMC Acadia AT4

Lewiston, ID

UnscoredInsufficient · 0
$29,29745,317 mi

Lewiston, ID

2018 GMC Canyon Denali

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

2018 GMC Canyon Denali

Lewiston, ID

UnscoredInsufficient · 0
$29,98148,430 mi

Lewiston, ID

2021 GMC Yukon XL SLT

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

2021 GMC Yukon XL SLT

Lewiston, ID

UnscoredInsufficient · 0
$31,187137,325 mi

Lewiston, ID

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Lewiston, ID

UnscoredInsufficient · 0
$31,29740,839 mi

Lewiston, ID

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Lewiston, ID

UnscoredInsufficient · 0
$32,48334,403 mi

Lewiston, ID

2023 GMC Canyon AT4

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

2023 GMC Canyon AT4

Lewiston, ID

UnscoredInsufficient · 0
$33,99942,895 mi

Lewiston, ID

2022 GMC Sierra 1500 SLE

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

2022 GMC Sierra 1500 SLE

Lewiston, ID

UnscoredInsufficient · 0
$33,99972,424 mi

Lewiston, ID

2020 GMC Sierra 1500 SLT

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

2020 GMC Sierra 1500 SLT

Lewiston, ID

Fair PriceModerate · 40
$34,29568,541 mi

Market: $24,995 – $42,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Lewiston, ID

2016 GMC Sierra 3500HD SLE

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

2016 GMC Sierra 3500HD SLE

Lewiston, ID

UnscoredInsufficient · 0
$34,29672,778 mi

Lewiston, ID

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Lewiston, ID

Fair PriceModerate · 33
$35,369Mileage not verified

Market: $32,952 – $42,815

Comparison: 33 similar vehicles

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

Lewiston, ID

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Lewiston, ID

UnscoredInsufficient · 0
$35,99513,793 mi

Lewiston, ID

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Lewiston, ID

Fair PriceModerate · 33
$36,709Mileage not verified

Market: $32,952 – $42,815

Comparison: 33 similar vehicles

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

Lewiston, ID

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Lewiston, ID

Fair PriceModerate · 33
$36,709Mileage not verified

Market: $32,952 – $42,815

Comparison: 33 similar vehicles

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

Lewiston, ID

2020 GMC Sierra 1500 AT4

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

2020 GMC Sierra 1500 AT4

Lewiston, ID

Fair PriceLimited · 17
$36,99584,148 mi

Market: $24,195 – $42,350

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Lewiston, ID

2020 GMC Sierra 1500 AT4

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

2020 GMC Sierra 1500 AT4

Lewiston, ID

Fair PriceLimited · 17
$36,99967,476 mi

Market: $24,195 – $42,350

Comparison: 17 similar vehicles

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

Lewiston, ID

2015 GMC Sierra 2500HD SLT

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

2015 GMC Sierra 2500HD SLT

Lewiston, ID

UnscoredInsufficient · 4
$37,24872,884 mi

Comparison: 4 similar vehicles

Lewiston, ID

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

Lewiston, ID

UnscoredInsufficient · 0
$37,29856,604 mi

Lewiston, ID

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

Lewiston, ID

Fair PriceLimited · 14
$38,29880,222 mi

Market: $36,988 – $40,547

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Lewiston, ID

2019 GMC Yukon Denali

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

2019 GMC Yukon Denali

Lewiston, ID

UnscoredInsufficient · 0
$39,29857,372 mi

Lewiston, ID

2015 GMC Sierra 3500 SLT

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

2015 GMC Sierra 3500 SLT

Lewiston, ID

UnscoredInsufficient · 0
$39,995126,058 mi

Lewiston, ID

2022 GMC Sierra 1500 AT4

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

2022 GMC Sierra 1500 AT4

Lewiston, ID

Fair PriceModerate · 22
$40,24889,891 mi

Market: $30,995 – $47,995

Comparison: 22 similar vehicles

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

Lewiston, ID

2022 GMC Sierra 1500 Limited AT4

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

2022 GMC Sierra 1500 Limited AT4

Lewiston, ID

OverpricedLimited · 13
$40,29669,955 mi

Market: $34,995 – $38,980

Comparison: 13 similar vehicles

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

Lewiston, ID

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

Lewiston, ID

UnscoredInsufficient · 0
$40,99943,940 mi

Lewiston, ID

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Lewiston, ID

Unscored
$42,34347,928 mi

Comparison: 8 similar vehicles

Lewiston, ID

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

Lewiston, ID

Unscored
$42,69054,220 mi

Comparison: 5 similar vehicles

Lewiston, ID

2024 GMC Sierra 1500 SLT

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

2024 GMC Sierra 1500 SLT

Lewiston, ID

UnscoredInsufficient · 4
$43,28937,209 mi

Comparison: 4 similar vehicles

Lewiston, ID

2026 GMC Canyon AT4

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

2026 GMC Canyon AT4

Lewiston, ID

UnscoredInsufficient · 3
$43,291Mileage not verified

Comparison: 3 similar vehicles

Lewiston, 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

Lewiston, ID

Fair PriceModerate · 20
$43,48921,372 mi

Market: $39,850 – $46,167

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Lewiston, ID

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

Lewiston, ID

Great DealLimited · 18
$43,5951,416 mi

Market: $46,900 – $57,125

Comparison: 18 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 43 days listed (based on current market benchmarks)

Lewiston, ID

2022 GMC Sierra 3500HD SLE

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

2022 GMC Sierra 3500HD SLE

Lewiston, ID

Unscored
$43,995127,250 mi

Comparison: 9 similar vehicles

Lewiston, ID

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Lewiston, ID

Unscored
$44,29544,329 mi

Comparison: 7 similar vehicles

Lewiston, ID

2025 GMC Sierra 1500 Elevation

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

2025 GMC Sierra 1500 Elevation

Lewiston, ID

UnscoredInsufficient · 0
$44,99937,218 mi

Lewiston, ID

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Lewiston, ID

UnscoredInsufficient · 3
$45,104Mileage not verified

Comparison: 3 similar vehicles

Lewiston, ID

2022 GMC Sierra 1500 SLT

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

2022 GMC Sierra 1500 SLT

Lewiston, ID

UnscoredInsufficient · 0
$45,19527,623 mi

Lewiston, 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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