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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 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

135 listings found

2007 Honda Civic EX

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

2007 Honda Civic EX

Burlington, WA

UnscoredLimited · 11
$5,469157,357 mi

Comparison: 11 similar vehicles

Burlington, WA

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Marysville, WA

UnscoredInsufficient · 0
$5,971287,970 mi

Marysville, WA

2012 Nissan Altima S

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

2012 Nissan Altima S

Burlington, WA

UnscoredLimited · 12
$6,895144,473 mi

Comparison: 12 similar vehicles

Burlington, WA

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Blaine, WA

UnscoredInsufficient · 4
$10,707118,591 mi

Comparison: 4 similar vehicles

Blaine, WA

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Blaine, WA

UnscoredInsufficient · 0
$10,995129,088 mi

Blaine, WA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Burlington, WA

OverpricedLimited · 13
$10,999115,152 mi

Market: $5,900 – $9,995

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Burlington, WA

2012 Honda Civic LX

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

2012 Honda Civic LX

Burlington, WA

Fair PriceModerate · 23
$12,150104,910 mi

Market: $4,700 – $12,200

Comparison: 23 similar vehicles

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

Burlington, WA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Burlington, WA

UnscoredInsufficient · 3
$13,12169,852 mi

Comparison: 3 similar vehicles

Burlington, WA

2015 Mercedes-Benz E-Class E400

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

2015 Mercedes-Benz E-Class E400

Bellingham, WA

UnscoredInsufficient · 0
$13,70071,439 mi

Bellingham, WA

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

Marysville, WA

UnscoredInsufficient · 0
$14,19435,359 mi

Marysville, WA

2011 Dodge Challenger SRT8

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

2011 Dodge Challenger SRT8

Anacortes, WA

UnscoredInsufficient · 0
$14,977124,001 mi

Anacortes, WA

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Lynden, WA

UnscoredLimited · 6
$14,999157,673 mi

Comparison: 6 similar vehicles

Lynden, WA

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Bellingham, WA

Fair PriceLimited · 11
$15,69783,264 mi

Market: $13,796 – $19,295

Comparison: 11 similar vehicles

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

Bellingham, WA

No Photo

2014 Ford Mustang GT

Bellingham, WA

UnscoredInsufficient · 0
$15,999138,295 mi

Bellingham, WA

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Burlington, WA

Fair PriceLimited · 10
$18,69763,863 mi

Market: $13,796 – $19,295

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Burlington, WA

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Burlington, WA

UnscoredLimited · 5
$18,70075,273 mi

Comparison: 5 similar vehicles

Burlington, WA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Burlington, WA

UnscoredLimited · 6
$19,65069,320 mi

Comparison: 6 similar vehicles

Burlington, WA

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Bellingham, WA

UnscoredInsufficient · 0
$19,99762,678 mi

Bellingham, WA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Marysville, WA

OverpricedLimited · 16
$19,99880,386 mi

Market: $11,995 – $19,988

Comparison: 16 similar vehicles

Marysville, WA

2010 Dodge Challenger SRT8

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

2010 Dodge Challenger SRT8

Burlington, WA

UnscoredInsufficient · 0
$19,99948,177 mi

Burlington, WA

2015 Subaru BRZ Limited

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

2015 Subaru BRZ Limited

Burlington, WA

UnscoredInsufficient · 0
$20,18334,865 mi

Burlington, WA

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Mount Vernon, WA

UnscoredInsufficient · 0
$20,49973,019 mi

Mount Vernon, WA

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Anacortes, WA

UnscoredInsufficient · 0
$20,52759,837 mi

Anacortes, WA

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Bellingham, WA

UnscoredLimited · 7
$23,67151,583 mi

Comparison: 7 similar vehicles

Bellingham, WA

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Burlington, WA

UnscoredInsufficient · 0
$24,85045,848 mi

Burlington, WA

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Bellingham, WA

UnscoredInsufficient · 0
$24,9616,361 mi

Bellingham, WA

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Bellingham, WA

UnscoredInsufficient · 0
$24,99952,244 mi

Bellingham, WA

2022 Audi A5 Coupe Premium

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

2022 Audi A5 Coupe Premium

Bellingham, WA

UnscoredInsufficient · 0
$25,59255,852 mi

Bellingham, WA

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Burlington, WA

UnscoredInsufficient · 0
$26,15037,611 mi

Burlington, WA

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Anacortes, WA

UnscoredInsufficient · 0
$26,33727,532 mi

Anacortes, WA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Bellingham, WA

UnscoredInsufficient · 0
$26,50023,888 mi

Bellingham, WA

2023 Subaru BRZ Limited

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

2023 Subaru BRZ Limited

Bellingham, WA

UnscoredInsufficient · 0
$27,49729,805 mi

Bellingham, WA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Mount Vernon, WA

UnscoredInsufficient · 0
$27,90010,934 mi

Mount Vernon, WA

2017 Ford Mustang GT

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

2017 Ford Mustang GT

Bellingham, WA

UnscoredInsufficient · 0
$27,99961,094 mi

Bellingham, WA

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Burlington, WA

UnscoredInsufficient · 0
$28,15037,291 mi

Burlington, WA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Marysville, WA

UnscoredLimited · 6
$28,77215,697 mi

Comparison: 6 similar vehicles

Marysville, WA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Burlington, WA

UnscoredInsufficient · 0
$29,18539,956 mi

Burlington, WA

2019 Mercedes-Benz C-Class Coupe AMG C43

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

2019 Mercedes-Benz C-Class Coupe AMG C43

Anacortes, WA

UnscoredInsufficient · 0
$29,97744,493 mi

Anacortes, WA

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Bellingham, WA

UnscoredInsufficient · 0
$29,99961,858 mi

Bellingham, WA

2017 Chevrolet Camaro 2SS

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

2017 Chevrolet Camaro 2SS

Bellingham, WA

UnscoredInsufficient · 0
$30,74967,926 mi

Bellingham, WA

2025 Subaru BRZ Premium

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

2025 Subaru BRZ Premium

Bellingham, WA

UnscoredInsufficient · 0
$30,9996,489 mi

Bellingham, WA

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Marysville, WA

UnscoredLimited · 11
$31,27115,864 mi

Comparison: 11 similar vehicles

Marysville, WA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Bellingham, WA

Fair PriceModerate · 29
$31,450Mileage not verified

Market: $29,950 – $48,995

Comparison: 29 similar vehicles

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

Bellingham, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Mount Vernon, WA

UnscoredInsufficient · 0
$31,49916,127 mi

Mount Vernon, WA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Marysville, WA

Fair PriceLimited · 12
$31,637Mileage not verified

Market: $30,986 – $48,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Marysville, WA

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Mount Vernon, WA

UnscoredInsufficient · 0
$32,48536,728 mi

Mount Vernon, WA

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

Anacortes, WA

UnscoredLimited · 7
$32,977Mileage not verified

Comparison: 7 similar vehicles

Anacortes, WA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Bellingham, WA

Fair PriceModerate · 29
$33,185Mileage not verified

Market: $29,950 – $48,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Bellingham, WA

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Anacortes, WA

UnscoredInsufficient · 0
$33,297Mileage not verified

Anacortes, WA

2022 Ford Mustang GT

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

2022 Ford Mustang GT

Bellingham, WA

UnscoredInsufficient · 0
$34,50022,088 mi

Bellingham, 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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