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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 22, 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

166 listings found

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Powell, WY

UnscoredInsufficient · 0
$13,512151,933 mi

Powell, WY

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

Powell, WY

UnscoredLimited · 9
$14,099118,154 mi

Comparison: 9 similar vehicles

Powell, WY

2017 Subaru Forester XT Touring

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

2017 Subaru Forester XT Touring

Powell, WY

UnscoredInsufficient · 0
$15,099149,125 mi

Powell, WY

2020 Hyundai Tucson Ultimate

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

2020 Hyundai Tucson Ultimate

Cody, WY

UnscoredInsufficient · 0
$17,17085,520 mi

Cody, WY

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Powell, WY

UnscoredInsufficient · 0
$17,59848,298 mi

Powell, WY

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Cody, WY

UnscoredLimited · 5
$17,795109,792 mi

Comparison: 5 similar vehicles

Cody, WY

2019 Toyota RAV4 LE

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

2019 Toyota RAV4 LE

Powell, WY

UnscoredInsufficient · 0
$19,499118,980 mi

Powell, WY

2017 Toyota RAV4 LE

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

2017 Toyota RAV4 LE

Powell, WY

UnscoredInsufficient · 0
$19,54987,768 mi

Powell, WY

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Cody, WY

UnscoredInsufficient · 0
$19,97055,829 mi

Cody, WY

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Powell, WY

UnscoredInsufficient · 0
$20,16653,978 mi

Powell, WY

2025 Mazda CX-30 Preferred

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

2025 Mazda CX-30 Preferred

Cody, WY

UnscoredInsufficient · 0
$21,59456,870 mi

Cody, WY

2025 Mitsubishi Eclipse Cross SE

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

2025 Mitsubishi Eclipse Cross SE

Powell, WY

UnscoredInsufficient · 0
$21,63933,866 mi

Powell, WY

2019 Jeep Grand Cherokee Laredo

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

2019 Jeep Grand Cherokee Laredo

Cody, WY

UnscoredInsufficient · 0
$21,84040,470 mi

Cody, WY

2025 Mitsubishi Eclipse Cross SE

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

2025 Mitsubishi Eclipse Cross SE

Powell, WY

UnscoredInsufficient · 0
$22,39029,809 mi

Powell, WY

2022 Jeep Renegade Trailhawk

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

2022 Jeep Renegade Trailhawk

Cody, WY

UnscoredInsufficient · 0
$22,58829,856 mi

Cody, WY

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Powell, WY

UnscoredInsufficient · 0
$22,63958,059 mi

Powell, WY

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Cody, WY

UnscoredInsufficient · 0
$23,76343,918 mi

Cody, WY

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Cody, WY

UnscoredInsufficient · 3
$24,11437,594 mi

Comparison: 3 similar vehicles

Cody, WY

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Cody, WY

UnscoredInsufficient · 3
$24,15459,383 mi

Comparison: 3 similar vehicles

Cody, WY

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Powell, WY

UnscoredInsufficient · 0
$24,49464,521 mi

Powell, WY

2024 Buick Envision Preferred

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

2024 Buick Envision Preferred

Cody, WY

UnscoredInsufficient · 0
$24,59659,176 mi

Cody, WY

2017 Jeep Wrangler Unlimited Winter

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

2017 Jeep Wrangler Unlimited Winter

Cody, WY

UnscoredInsufficient · 0
$24,79551,633 mi

Cody, WY

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Cody, WY

UnscoredInsufficient · 3
$24,935Mileage not verified

Comparison: 3 similar vehicles

Cody, WY

2022 Buick Envision Essence

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

2022 Buick Envision Essence

Powell, WY

UnscoredInsufficient · 0
$25,09972,584 mi

Powell, WY

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Powell, WY

UnscoredInsufficient · 3
$25,59442,067 mi

Comparison: 3 similar vehicles

Powell, WY

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Cody, WY

UnscoredInsufficient · 0
$26,288107,852 mi

Cody, WY

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Cody, WY

UnscoredLimited · 5
$26,32532,829 mi

Comparison: 5 similar vehicles

Cody, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Cody, WY

Fair PriceRobust · 50
$26,480Mileage not verified

Market: $24,294 – $28,659

Comparison: 50 similar vehicles

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

Cody, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Cody, WY

Fair PriceRobust · 50
$26,845Mileage not verified

Market: $24,294 – $28,659

Comparison: 50 similar vehicles

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

Cody, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Cody, WY

Fair PriceRobust · 50
$26,870Mileage not verified

Market: $24,294 – $28,659

Comparison: 50 similar vehicles

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

Cody, WY

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Powell, WY

Fair PriceModerate · 23
$27,489Mileage not verified

Market: $26,397 – $29,899

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Powell, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Cody, WY

UnscoredInsufficient · 3
$27,810Mileage not verified

Comparison: 3 similar vehicles

Cody, WY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Cody, WY

UnscoredInsufficient · 3
$28,27035,798 mi

Comparison: 3 similar vehicles

Cody, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Powell, WY

UnscoredInsufficient · 3
$28,389Mileage not verified

Comparison: 3 similar vehicles

Powell, WY

2025 Ford Escape Active

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

2025 Ford Escape Active

Cody, WY

UnscoredInsufficient · 0
$28,6456,529 mi

Cody, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Cody, WY

UnscoredInsufficient · 3
$28,875Mileage not verified

Comparison: 3 similar vehicles

Cody, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Cody, WY

UnscoredInsufficient · 3
$29,370Mileage not verified

Comparison: 3 similar vehicles

Cody, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Powell, WY

Fair PriceModerate · 22
$30,984Mileage not verified

Market: $30,759 – $33,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Powell, WY

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Cody, WY

UnscoredInsufficient · 3
$31,35456,590 mi

Comparison: 3 similar vehicles

Cody, WY

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

Cody, WY

Fair PriceLimited · 18
$32,362Mileage not verified

Market: $32,165 – $37,414

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Cody, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Powell, WY

Fair PriceModerate · 22
$32,409Mileage not verified

Market: $30,759 – $33,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Powell, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Cody, WY

Fair PriceModerate · 22
$32,854Mileage not verified

Market: $30,759 – $33,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Cody, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Cody, WY

Fair PriceModerate · 22
$32,854Mileage not verified

Market: $30,759 – $33,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Cody, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Powell, WY

Fair PriceModerate · 22
$33,079Mileage not verified

Market: $30,759 – $33,079

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Powell, WY

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

Cody, WY

Fair PriceLimited · 18
$33,104Mileage not verified

Market: $32,165 – $37,414

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Cody, WY

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Cody, WY

Fair PriceLimited · 15
$33,325Mileage not verified

Market: $29,852 – $35,339

Comparison: 15 similar vehicles

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

Cody, WY

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

Cody, WY

Fair PriceLimited · 18
$33,533Mileage not verified

Market: $32,165 – $37,414

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Cody, WY

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

Powell, WY

Fair PriceLimited · 18
$33,533Mileage not verified

Market: $32,165 – $37,414

Comparison: 18 similar vehicles

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

Powell, WY

2026 Nissan Rogue SL

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

2026 Nissan Rogue SL

Cody, WY

UnscoredInsufficient · 4
$33,54525,290 mi

Comparison: 4 similar vehicles

Cody, WY

2021 Jeep Wrangler Rubicon

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

2021 Jeep Wrangler Rubicon

Cody, WY

UnscoredInsufficient · 0
$34,04026,034 mi

Cody, WY

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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