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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

53 listings found

2012 Honda Civic EX

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

2012 Honda Civic EX

Kettle Falls, WA

UnscoredInsufficient · 0
$3,850231,143 mi

Kettle Falls, WA

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Hayden, ID

UnscoredInsufficient · 0
$3,995181,716 mi

Hayden, ID

1999 Honda Accord EX

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

1999 Honda Accord EX

Post Falls, ID

UnscoredInsufficient · 0
$3,995211,837 mi

Post Falls, ID

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Post Falls, ID

UnscoredInsufficient · 0
$5,99589,292 mi

Post Falls, ID

2013 Scion FR-S 10 Series

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

2013 Scion FR-S 10 Series

Spokane Valley, WA

UnscoredInsufficient · 0
$7,495149,253 mi

Spokane Valley, WA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Spokane, WA

UnscoredInsufficient · 3
$7,950182,488 mi

Comparison: 3 similar vehicles

Spokane, WA

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Spokane Valley, WA

UnscoredInsufficient · 0
$7,995163,444 mi

Spokane Valley, WA

2014 Scion FR-S Monogram

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

2014 Scion FR-S Monogram

Deer Park, WA

UnscoredInsufficient · 0
$10,195117,840 mi

Deer Park, WA

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Post Falls, ID

UnscoredInsufficient · 0
$10,495115,956 mi

Post Falls, ID

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Deer Park, WA

UnscoredInsufficient · 0
$11,045103,320 mi

Deer Park, WA

2001 Chevrolet Camaro Base

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

2001 Chevrolet Camaro Base

Spokane, WA

UnscoredInsufficient · 0
$11,98035,260 mi

Spokane, WA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Spokane, WA

UnscoredInsufficient · 3
$11,995128,379 mi

Comparison: 3 similar vehicles

Spokane, WA

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Deer Park, WA

Salvage title
$12,685100,671 mi

Deer Park, WA

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Deer Park, WA

UnscoredInsufficient · 0
$12,689124,620 mi

Deer Park, WA

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Spokane, WA

UnscoredInsufficient · 0
$13,99550,441 mi

Spokane, WA

2015 BMW 4 Series 435i

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

2015 BMW 4 Series 435i

Spokane, WA

UnscoredInsufficient · 0
$15,99580,960 mi

Spokane, WA

2009 Nissan 370Z Base

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

2009 Nissan 370Z Base

Ponderay, ID

UnscoredInsufficient · 0
$16,22468,341 mi

Ponderay, ID

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Post Falls, ID

Salvage title
$23,30040,028 mi

Post Falls, ID

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Spokane, WA

UnscoredLimited · 9
$32,074Mileage not verified

Comparison: 9 similar vehicles

Spokane, WA

2013 Chevrolet Camaro ZL1

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

2013 Chevrolet Camaro ZL1

Spokane, WA

UnscoredInsufficient · 0
$32,98071,520 mi

Spokane, WA

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Spokane, WA

UnscoredInsufficient · 0
$34,49544,203 mi

Spokane, WA

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Spokane, WA

UnscoredInsufficient · 0
$37,0749,649 mi

Spokane, WA

2021 Ford Mustang GT Premium

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

2021 Ford Mustang GT Premium

Deer Park, WA

UnscoredInsufficient · 0
$37,94531,783 mi

Deer Park, WA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ponderay, ID

Fair PriceLimited · 17
$41,992Mileage not verified

Market: $36,648 – $48,050

Comparison: 17 similar vehicles

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

Ponderay, ID

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Ponderay, ID

UnscoredInsufficient · 0
$43,581Mileage not verified

Ponderay, ID

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ponderay, ID

UnscoredInsufficient · 0
$45,805Mileage not verified

Ponderay, ID

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ponderay, ID

UnscoredInsufficient · 0
$45,830Mileage not verified

Ponderay, ID

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Colville, WA

UnscoredInsufficient · 3
$45,851Mileage not verified

Comparison: 3 similar vehicles

Colville, WA

2015 Chevrolet Corvette Z51

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

2015 Chevrolet Corvette Z51

Spokane, WA

UnscoredInsufficient · 0
$45,99541,941 mi

Spokane, WA

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Spokane, WA

UnscoredInsufficient · 0
$46,530Mileage not verified

Spokane, WA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ponderay, ID

Fair PriceLimited · 17
$47,870Mileage not verified

Market: $36,648 – $48,050

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Ponderay, ID

2025 Ford Mustang GT

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

2025 Ford Mustang GT

Spokane, WA

UnscoredInsufficient · 0
$48,199Mileage not verified

Spokane, WA

2019 BMW 8 Series M850i

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

2019 BMW 8 Series M850i

Spokane, WA

UnscoredInsufficient · 0
$50,98057,229 mi

Spokane, WA

2025 Nissan Z NISMO

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

2025 Nissan Z NISMO

Spokane, WA

UnscoredInsufficient · 0
$53,7451,467 mi

Spokane, WA

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Spokane, WA

UnscoredInsufficient · 3
$56,199Mileage not verified

Comparison: 3 similar vehicles

Spokane, WA

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Spokane, WA

UnscoredInsufficient · 4
$57,530Mileage not verified

Comparison: 4 similar vehicles

Spokane, WA

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Ponderay, ID

UnscoredInsufficient · 0
$58,304Mileage not verified

Ponderay, ID

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Spokane, WA

UnscoredInsufficient · 4
$59,839Mileage not verified

Comparison: 4 similar vehicles

Spokane, WA

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Spokane, WA

UnscoredInsufficient · 0
$62,3958,517 mi

Spokane, WA

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Spokane, WA

UnscoredInsufficient · 4
$65,510Mileage not verified

Comparison: 4 similar vehicles

Spokane, WA

2026 Chevrolet Corvette 1LT

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

2026 Chevrolet Corvette 1LT

Spokane, WA

UnscoredLimited · 5
$66,495610 mi

Comparison: 5 similar vehicles

Spokane, WA

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Ponderay, ID

UnscoredInsufficient · 3
$68,230Mileage not verified

Comparison: 3 similar vehicles

Ponderay, ID

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Ponderay, ID

UnscoredInsufficient · 3
$70,560Mileage not verified

Comparison: 3 similar vehicles

Ponderay, ID

2027 Nissan Z NISMO

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

2027 Nissan Z NISMO

Spokane, WA

UnscoredInsufficient · 0
$71,020Mileage not verified

Spokane, WA

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Spokane, WA

Fair PriceLimited · 11
$75,005Mileage not verified

Market: $70,765 – $226,935

Comparison: 11 similar vehicles

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

Spokane, WA

2027 BMW 4 Series M440i

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

2027 BMW 4 Series M440i

Spokane, WA

UnscoredInsufficient · 0
$75,500Mileage not verified

Spokane, WA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Ponderay, ID

UnscoredInsufficient · 0
$75,959Mileage not verified

Ponderay, ID

2027 BMW M2 Coupe M2

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

2027 BMW M2 Coupe M2

Spokane, WA

UnscoredInsufficient · 0
$78,300Mileage not verified

Spokane, WA

2023 BMW M8 Coupe Base

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

2023 BMW M8 Coupe Base

Spokane, WA

UnscoredInsufficient · 0
$83,34532,696 mi

Spokane, WA

2026 BMW M2 Coupe M2

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

2026 BMW M2 Coupe M2

Spokane, WA

UnscoredInsufficient · 0
$85,650Mileage not verified

Spokane, WA

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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