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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 20, 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

84 listings found

2016 Land Rover LR4 HSE

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

2016 Land Rover LR4 HSE

Bellevue, ID

Salvage title
$8,76872,111 mi

Bellevue, ID

2015 Porsche Macan Turbo

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

2015 Porsche Macan Turbo

Hailey, ID

UnscoredInsufficient · 0
$18,995112,525 mi

Hailey, ID

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Bellevue, ID

UnscoredLimited · 5
$19,87771,489 mi

Comparison: 5 similar vehicles

Bellevue, ID

2018 Honda Pilot EX-L

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

2018 Honda Pilot EX-L

Bellevue, ID

UnscoredInsufficient · 4
$19,990117,786 mi

Comparison: 4 similar vehicles

Bellevue, ID

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Bellevue, ID

UnscoredInsufficient · 0
$20,49053,443 mi

Bellevue, ID

2022 Subaru Crosstrek Limited

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

2022 Subaru Crosstrek Limited

Bellevue, ID

UnscoredInsufficient · 0
$20,99081,773 mi

Bellevue, ID

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Bellevue, ID

UnscoredInsufficient · 0
$21,99081,002 mi

Bellevue, ID

2019 Volkswagen Atlas SEL

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

2019 Volkswagen Atlas SEL

Bellevue, ID

UnscoredInsufficient · 0
$22,49052,919 mi

Bellevue, ID

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Bellevue, ID

Fair PriceModerate · 37
$24,99038,807 mi

Market: $21,000 – $27,344

Comparison: 37 similar vehicles

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

Bellevue, ID

2024 Dodge Hornet R/T Plus

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

2024 Dodge Hornet R/T Plus

Bellevue, ID

UnscoredInsufficient · 3
$24,99035,803 mi

Comparison: 3 similar vehicles

Bellevue, ID

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Bellevue, ID

UnscoredInsufficient · 4
$25,262103,061 mi

Comparison: 4 similar vehicles

Bellevue, ID

2025 Ford Escape PHEV

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

2025 Ford Escape PHEV

Bellevue, ID

UnscoredInsufficient · 0
$25,37916,244 mi

Bellevue, ID

2023 Kia Sorento X-Line SX-P

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

2023 Kia Sorento X-Line SX-P

Bellevue, ID

UnscoredInsufficient · 0
$26,58584,411 mi

Bellevue, ID

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Bellevue, ID

UnscoredInsufficient · 0
$26,67037,011 mi

Bellevue, ID

2021 Lincoln Corsair Reserve

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

2021 Lincoln Corsair Reserve

Bellevue, ID

UnscoredInsufficient · 0
$27,29042,218 mi

Bellevue, ID

2023 Mazda CX-5 TURBO

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

2023 Mazda CX-5 TURBO

Bellevue, ID

UnscoredInsufficient · 0
$27,77733,069 mi

Bellevue, ID

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Bellevue, ID

UnscoredInsufficient · 4
$27,99026,545 mi

Comparison: 4 similar vehicles

Bellevue, ID

2023 Toyota RAV4 Limited

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

2023 Toyota RAV4 Limited

Bellevue, ID

UnscoredInsufficient · 0
$28,99091,474 mi

Bellevue, ID

2026 Nissan Rogue Rock Creek

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

2026 Nissan Rogue Rock Creek

Bellevue, ID

UnscoredLimited · 6
$29,9903,312 mi

Comparison: 6 similar vehicles

Bellevue, ID

2023 Jeep Grand Cherokee Trailhawk 4xe

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

2023 Jeep Grand Cherokee Trailhawk 4xe

Bellevue, ID

UnscoredInsufficient · 0
$30,8454,486 mi

Bellevue, ID

2023 Nissan Pathfinder Platinum

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

2023 Nissan Pathfinder Platinum

Bellevue, ID

UnscoredInsufficient · 0
$30,92348,203 mi

Bellevue, ID

2025 Toyota RAV4 LE

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

2025 Toyota RAV4 LE

Bellevue, ID

Fair PriceLimited · 14
$30,96733,397 mi

Market: $28,897 – $34,344

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Bellevue, ID

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Bellevue, ID

Fair PriceLimited · 11
$30,97832,517 mi

Market: $30,500 – $32,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Bellevue, ID

2025 Kia Sorento EX

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

2025 Kia Sorento EX

Bellevue, ID

UnscoredInsufficient · 4
$30,99037,283 mi

Comparison: 4 similar vehicles

Bellevue, ID

2022 Toyota 4Runner SR5

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

2022 Toyota 4Runner SR5

Bellevue, ID

UnscoredInsufficient · 4
$31,99081,010 mi

Comparison: 4 similar vehicles

Bellevue, ID

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Bellevue, ID

UnscoredInsufficient · 4
$32,39283,098 mi

Comparison: 4 similar vehicles

Bellevue, ID

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Bellevue, ID

Fair PriceModerate · 42
$32,69037,445 mi

Market: $30,343 – $36,299

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Bellevue, ID

2024 Toyota Venza LE

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

2024 Toyota Venza LE

Bellevue, ID

UnscoredInsufficient · 4
$32,99033,135 mi

Comparison: 4 similar vehicles

Bellevue, ID

2022 Volkswagen Atlas SEL Premium R-Line

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

2022 Volkswagen Atlas SEL Premium R-Line

Bellevue, ID

UnscoredInsufficient · 0
$32,99051,380 mi

Bellevue, ID

2025 Mazda CX-50 Premium Plus

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

2025 Mazda CX-50 Premium Plus

Bellevue, ID

UnscoredInsufficient · 0
$33,49039,810 mi

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$34,5046,565 mi

Comparison: 6 similar vehicles

Bellevue, ID

2025 Hyundai Tucson Limited

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

2025 Hyundai Tucson Limited

Bellevue, ID

Fair PriceLimited · 11
$34,6414,579 mi

Market: $33,544 – $37,494

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$35,967Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$36,395Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$36,829Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$37,304Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$37,324Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredLimited · 6
$37,824Mileage not verified

Comparison: 6 similar vehicles

Bellevue, ID

2024 Toyota Highlander Limited

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

2024 Toyota Highlander Limited

Bellevue, ID

UnscoredInsufficient · 0
$39,69054,042 mi

Bellevue, ID

2020 Toyota 4Runner Off-Road

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

2020 Toyota 4Runner Off-Road

Bellevue, ID

UnscoredInsufficient · 0
$39,79056,706 mi

Bellevue, ID

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Bellevue, ID

Fair PriceRobust · 144
$40,219Mileage not verified

Market: $30,485 – $42,514

Comparison: 144 similar vehicles

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

Bellevue, ID

2022 Volvo XC90 Inscription

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

2022 Volvo XC90 Inscription

Bellevue, ID

UnscoredInsufficient · 0
$40,59029,165 mi

Bellevue, ID

2023 Toyota 4Runner SR5

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

2023 Toyota 4Runner SR5

Bellevue, ID

UnscoredInsufficient · 0
$40,99028,836 mi

Bellevue, ID

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Bellevue, ID

Fair PriceRobust · 144
$41,519Mileage not verified

Market: $30,485 – $42,514

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 4
$42,344Mileage not verified

Comparison: 4 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 4
$42,346Mileage not verified

Comparison: 4 similar vehicles

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 4
$42,394Mileage not verified

Comparison: 4 similar vehicles

Bellevue, ID

2023 Toyota 4Runner SR5 Premium

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

2023 Toyota 4Runner SR5 Premium

Bellevue, ID

UnscoredInsufficient · 0
$42,49036,132 mi

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 4
$43,836Mileage not verified

Comparison: 4 similar vehicles

Bellevue, ID

2019 Land Rover Range Rover Sport SVR

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

2019 Land Rover Range Rover Sport SVR

Hailey, ID

UnscoredInsufficient · 0
$43,99559,128 mi

Hailey, 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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