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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 21, 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

43 listings found

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Salmon, ID

UnscoredInsufficient · 0
$6,995183,706 mi

Salmon, ID

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Salmon, ID

UnscoredInsufficient · 0
$7,500127,000 mi

Salmon, ID

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Salmon, ID

UnscoredLimited · 5
$10,995152,027 mi

Comparison: 5 similar vehicles

Salmon, ID

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Salmon, ID

UnscoredInsufficient · 0
$10,995225,327 mi

Salmon, ID

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Salmon, ID

UnscoredInsufficient · 0
$11,90082,295 mi

Salmon, ID

2018 Subaru Forester Base

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

2018 Subaru Forester Base

Salmon, ID

UnscoredInsufficient · 4
$11,995157,394 mi

Comparison: 4 similar vehicles

Salmon, ID

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Salmon, ID

UnscoredInsufficient · 0
$13,00043,046 mi

Salmon, ID

2018 Jeep Wrangler JK Unlimited Rubicon

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

2018 Jeep Wrangler JK Unlimited Rubicon

Salmon, ID

UnscoredInsufficient · 0
$18,000137,540 mi

Salmon, ID

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Salmon, ID

UnscoredInsufficient · 0
$21,99524,372 mi

Salmon, ID

2021 Hyundai Kona Limited

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

2021 Hyundai Kona Limited

Salmon, ID

UnscoredInsufficient · 0
$24,00013,000 mi

Salmon, ID

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

Salmon, ID

UnscoredInsufficient · 4
$24,99529,237 mi

Comparison: 4 similar vehicles

Salmon, ID

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Salmon, ID

Fair PriceLimited · 10
$25,99534,044 mi

Market: $23,997 – $29,419

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Salmon, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Salmon, ID

Fair PriceLimited · 11
$27,99530,728 mi

Market: $24,797 – $29,649

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Salmon, ID

2022 Toyota RAV4 XLE

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

2022 Toyota RAV4 XLE

Salmon, ID

UnscoredInsufficient · 4
$27,99579,498 mi

Comparison: 4 similar vehicles

Salmon, ID

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Salmon, ID

Fair PriceLimited · 17
$28,49521,869 mi

Market: $26,925 – $32,391

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Salmon, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Salmon, ID

UnscoredLimited · 8
$28,99524,838 mi

Comparison: 8 similar vehicles

Salmon, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Salmon, ID

UnscoredLimited · 8
$28,99521,403 mi

Comparison: 8 similar vehicles

Salmon, ID

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Salmon, ID

UnscoredLimited · 8
$28,99523,555 mi

Comparison: 8 similar vehicles

Salmon, ID

2020 Dodge Durango R/T

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

2020 Dodge Durango R/T

Salmon, ID

UnscoredInsufficient · 0
$28,99572,536 mi

Salmon, ID

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Salmon, ID

UnscoredLimited · 6
$31,99530,664 mi

Comparison: 6 similar vehicles

Salmon, ID

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Salmon, ID

Fair PriceModerate · 37
$33,130Mileage not verified

Market: $27,484 – $36,569

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Salmon, ID

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Salmon, ID

Fair PriceLimited · 12
$33,650Mileage not verified

Market: $31,948 – $36,555

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Salmon, ID

2026 Chevrolet Equinox ACTIV

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

2026 Chevrolet Equinox ACTIV

Salmon, ID

UnscoredInsufficient · 0
$33,99510,462 mi

Salmon, ID

2021 GMC Yukon XL Denali

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

2021 GMC Yukon XL Denali

Salmon, ID

UnscoredLimited · 9
$33,995139,203 mi

Comparison: 9 similar vehicles

Salmon, ID

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Salmon, ID

UnscoredInsufficient · 3
$34,922Mileage not verified

Comparison: 3 similar vehicles

Salmon, ID

2024 Jeep Wagoneer L Series II

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

2024 Jeep Wagoneer L Series II

Salmon, ID

UnscoredLimited · 6
$34,99564,851 mi

Comparison: 6 similar vehicles

Salmon, ID

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Salmon, ID

UnscoredInsufficient · 3
$35,968Mileage not verified

Comparison: 3 similar vehicles

Salmon, ID

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Salmon, ID

UnscoredInsufficient · 0
$35,99531,799 mi

Salmon, ID

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Salmon, ID

Fair PriceLimited · 13
$37,99535,123 mi

Market: $36,399 – $40,299

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Salmon, ID

2025 Chevrolet Blazer RS

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

2025 Chevrolet Blazer RS

Salmon, ID

UnscoredInsufficient · 0
$38,9956,952 mi

Salmon, ID

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Salmon, ID

Fair PriceModerate · 23
$39,522Mileage not verified

Market: $37,039 – $42,166

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Salmon, ID

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

Salmon, ID

UnscoredLimited · 12
$39,99526,811 mi

Comparison: 12 similar vehicles

Salmon, ID

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

Salmon, ID

Fair PriceLimited · 12
$41,49521,022 mi

Market: $39,995 – $41,795

Comparison: 12 similar vehicles

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

Salmon, ID

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Salmon, ID

Fair PriceModerate · 32
$42,222Mileage not verified

Market: $40,683 – $46,379

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Salmon, ID

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Salmon, ID

Fair PriceModerate · 32
$42,222Mileage not verified

Market: $40,683 – $46,379

Comparison: 32 similar vehicles

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

Salmon, ID

2027 Jeep Wrangler 2-Door Sport

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

2027 Jeep Wrangler 2-Door Sport

Salmon, ID

UnscoredInsufficient · 3
$45,805Mileage not verified

Comparison: 3 similar vehicles

Salmon, ID

2022 GMC Yukon Denali

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

2022 GMC Yukon Denali

Salmon, ID

UnscoredInsufficient · 4
$53,99548,802 mi

Comparison: 4 similar vehicles

Salmon, ID

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Salmon, ID

Fair PriceModerate · 39
$54,475Mileage not verified

Market: $55,550 – $64,459

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Salmon, ID

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Salmon, ID

Fair PriceRobust · 55
$57,349Mileage not verified

Market: $46,388 – $57,997

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Salmon, ID

2026 Chevrolet Traverse High Country

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

2026 Chevrolet Traverse High Country

Salmon, ID

UnscoredLimited · 8
$57,373Mileage not verified

Comparison: 8 similar vehicles

Salmon, ID

2027 GMC Acadia Denali Ultimate

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

2027 GMC Acadia Denali Ultimate

Salmon, ID

Fair PriceModerate · 25
$66,259Mileage not verified

Market: $64,279 – $69,729

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Salmon, ID

2026 Ford Expedition Platinum

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

2026 Ford Expedition Platinum

Salmon, ID

OverpricedLimited · 19
$91,500Mileage not verified

Market: $71,652 – $85,380

Comparison: 19 similar vehicles

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

Salmon, ID

2026 GMC Yukon XL Denali

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

2026 GMC Yukon XL Denali

Salmon, ID

Fair PriceRobust · 73
$96,885Mileage not verified

Market: $82,990 – $99,984

Comparison: 73 similar vehicles

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

Salmon, ID

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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