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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

159 listings found

2008 Ford Expedition Limited

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

2008 Ford Expedition Limited

Steamboat Springs, CO

UnscoredInsufficient · 0
$5,450190,951 mi

Steamboat Springs, CO

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Steamboat Springs, CO

UnscoredInsufficient · 3
$6,175120,830 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2016 Volkswagen Touareg Lux

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

2016 Volkswagen Touareg Lux

Steamboat Springs, CO

UnscoredInsufficient · 0
$6,700228,132 mi

Steamboat Springs, CO

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Steamboat Springs, CO

UnscoredLimited · 9
$7,995144,108 mi

Comparison: 9 similar vehicles

Steamboat Springs, CO

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Steamboat Springs, CO

Fair PriceModerate · 24
$8,17585,991 mi

Market: $3,794 – $9,516

Comparison: 24 similar vehicles

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

Steamboat Springs, CO

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Steamboat Springs, CO

UnscoredLimited · 9
$8,600171,131 mi

Comparison: 9 similar vehicles

Steamboat Springs, CO

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Steamboat Springs, CO

UnscoredInsufficient · 3
$8,799152,647 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Steamboat Springs, CO

Fair PriceModerate · 28
$9,799114,386 mi

Market: $6,900 – $15,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Steamboat Springs, CO

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Steamboat Springs, CO

Fair PriceRobust · 50
$12,700106,065 mi

Market: $3,999 – $15,293

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Steamboat Springs, CO

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Craig, CO

Fair PriceModerate · 24
$17,39984,264 mi

Market: $6,999 – $19,599

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Craig, CO

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Craig, CO

Fair PriceRobust · 89
$17,39993,871 mi

Market: $7,849 – $21,657

Comparison: 89 similar vehicles

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

Craig, CO

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Steamboat Springs, CO

Fair PriceModerate · 43
$19,400109,075 mi

Market: $18,297 – $25,679

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Steamboat Springs, CO

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Steamboat Springs, CO

Fair PriceRobust · 64
$19,40080,193 mi

Market: $10,999 – $22,494

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Steamboat Springs, CO

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Craig, CO

UnscoredInsufficient · 0
$19,99832,601 mi

Craig, CO

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Steamboat Springs, CO

UnscoredInsufficient · 3
$20,10053,784 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2023 Jeep Compass Sport

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

2023 Jeep Compass Sport

Craig, CO

UnscoredInsufficient · 0
$20,39924,676 mi

Craig, CO

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

Craig, CO

Fair PriceModerate · 33
$20,39974,659 mi

Market: $14,967 – $22,762

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Craig, CO

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Craig, CO

UnscoredInsufficient · 0
$20,89840,891 mi

Craig, CO

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Steamboat Springs, CO

UnscoredInsufficient · 0
$21,30040,449 mi

Steamboat Springs, CO

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Craig, CO

Fair PriceModerate · 24
$21,39955,713 mi

Market: $18,990 – $24,449

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Craig, CO

2021 Jeep Grand Cherokee Trailhawk

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

2021 Jeep Grand Cherokee Trailhawk

Steamboat Springs, CO

Fair PriceLimited · 11
$21,455100,419 mi

Market: $13,400 – $27,799

Comparison: 11 similar vehicles

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

Steamboat Springs, CO

2024 Mitsubishi Outlander SE

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

2024 Mitsubishi Outlander SE

Craig, CO

UnscoredInsufficient · 4
$22,39951,355 mi

Comparison: 4 similar vehicles

Craig, CO

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Craig, CO

UnscoredInsufficient · 0
$22,39914,371 mi

Craig, CO

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Steamboat Springs, CO

Fair PriceRobust · 124
$22,40038,239 mi

Market: $18,749 – $25,995

Comparison: 124 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Steamboat Springs, CO

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Craig, CO

Fair PriceLimited · 10
$23,39947,722 mi

Market: $20,597 – $24,494

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Craig, CO

2023 Jeep Renegade Trailhawk

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

2023 Jeep Renegade Trailhawk

Craig, CO

UnscoredLimited · 9
$23,39955,016 mi

Comparison: 9 similar vehicles

Craig, CO

2020 Buick Enclave Avenir

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

2020 Buick Enclave Avenir

Craig, CO

Great DealLimited · 10
$23,39986,484 mi

Market: $26,590 – $27,485

Comparison: 10 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 90 days listed (based on current market benchmarks)

Craig, CO

2006 Jeep Wrangler Rubicon

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

2006 Jeep Wrangler Rubicon

Craig, CO

UnscoredInsufficient · 0
$23,39923,541 mi

Craig, CO

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Steamboat Springs, CO

UnscoredLimited · 7
$24,25534,785 mi

Comparison: 7 similar vehicles

Steamboat Springs, CO

2021 Subaru Ascent Touring

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

2021 Subaru Ascent Touring

Steamboat Springs, CO

UnscoredLimited · 7
$25,14963,224 mi

Comparison: 7 similar vehicles

Steamboat Springs, CO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Steamboat Springs, CO

Fair PriceRobust · 50
$25,30037,293 mi

Market: $24,299 – $27,386

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Steamboat Springs, CO

2017 Chevrolet Suburban Premier

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

2017 Chevrolet Suburban Premier

Steamboat Springs, CO

Fair PriceLimited · 15
$25,955113,028 mi

Market: $14,336 – $28,411

Comparison: 15 similar vehicles

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

Steamboat Springs, CO

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Craig, CO

Fair PriceRobust · 194
$25,988Mileage not verified

Market: $22,686 – $28,659

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Craig, CO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Steamboat Springs, CO

Fair PriceLimited · 19
$26,05845,346 mi

Market: $24,582 – $27,440

Comparison: 19 similar vehicles

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

Steamboat Springs, CO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Steamboat Springs, CO

Fair PriceRobust · 50
$26,40032,655 mi

Market: $24,299 – $27,386

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Steamboat Springs, CO

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Steamboat Springs, CO

UnscoredInsufficient · 0
$26,45575,556 mi

Steamboat Springs, CO

2022 Jeep Wrangler Sport

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

2022 Jeep Wrangler Sport

Steamboat Springs, CO

UnscoredInsufficient · 0
$26,95531,401 mi

Steamboat Springs, CO

2024 Subaru Forester Limited

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

2024 Subaru Forester Limited

Steamboat Springs, CO

UnscoredInsufficient · 0
$26,98359,689 mi

Steamboat Springs, CO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Steamboat Springs, CO

Fair PriceModerate · 21
$27,40013,023 mi

Market: $26,318 – $30,477

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Steamboat Springs, CO

2013 Toyota FJ Cruiser Base

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

2013 Toyota FJ Cruiser Base

Steamboat Springs, CO

UnscoredInsufficient · 3
$27,400114,495 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2020 Lincoln Navigator Reserve L

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

2020 Lincoln Navigator Reserve L

Steamboat Springs, CO

UnscoredLimited · 6
$27,455126,725 mi

Comparison: 6 similar vehicles

Steamboat Springs, CO

2024 Subaru Ascent Premium

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

2024 Subaru Ascent Premium

Steamboat Springs, CO

UnscoredLimited · 14
$28,09944,140 mi

Comparison: 14 similar vehicles

Steamboat Springs, CO

2024 Subaru Forester Limited

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

2024 Subaru Forester Limited

Steamboat Springs, CO

UnscoredInsufficient · 0
$28,25546,260 mi

Steamboat Springs, CO

2019 Toyota RAV4 XLE Premium

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

2019 Toyota RAV4 XLE Premium

Steamboat Springs, CO

OverpricedLimited · 13
$28,25565,818 mi

Market: $18,950 – $24,299

Comparison: 13 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Steamboat Springs, CO

2025 Subaru Crosstrek Premium

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

2025 Subaru Crosstrek Premium

Steamboat Springs, CO

UnscoredInsufficient · 3
$28,37312,770 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2018 Toyota 4Runner SR5

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

2018 Toyota 4Runner SR5

Steamboat Springs, CO

UnscoredModerate · 28
$28,955120,539 mi

Comparison: 28 similar vehicles

Steamboat Springs, CO

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Steamboat Springs, CO

Fair PriceRobust · 59
$29,0264,078 mi

Market: $24,700 – $33,013

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Steamboat Springs, CO

2022 Audi Q5 Sportback Premium Plus

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

2022 Audi Q5 Sportback Premium Plus

Steamboat Springs, CO

UnscoredInsufficient · 0
$29,25539,624 mi

Steamboat Springs, CO

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Steamboat Springs, CO

UnscoredInsufficient · 0
$29,26117,247 mi

Steamboat Springs, CO

2021 Jeep Wrangler Rubicon

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

2021 Jeep Wrangler Rubicon

Steamboat Springs, CO

UnscoredInsufficient · 0
$29,35544,460 mi

Steamboat Springs, CO

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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