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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

195 listings found

2001 Volkswagen Passat GLX

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

2001 Volkswagen Passat GLX

Golden, CO

UnscoredInsufficient · 0
$2,500187,226 mi

Golden, CO

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Golden, CO

UnscoredInsufficient · 3
$5,50076,040 mi

Comparison: 3 similar vehicles

Golden, CO

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Lakewood, CO

UnscoredInsufficient · 0
$5,698101,530 mi

Lakewood, CO

2018 Kia RIO S

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

2018 Kia RIO S

Golden, CO

UnscoredInsufficient · 0
$6,290164,827 mi

Golden, CO

2010 Honda Civic LX-S

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

2010 Honda Civic LX-S

Golden, CO

UnscoredInsufficient · 0
$6,600161,611 mi

Golden, CO

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Golden, CO

UnscoredInsufficient · 4
$6,990102,419 mi

Comparison: 4 similar vehicles

Golden, CO

2010 Mercury Milan Base

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

2010 Mercury Milan Base

Lakewood, CO

UnscoredInsufficient · 0
$7,500121,401 mi

Lakewood, CO

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Golden, CO

UnscoredInsufficient · 0
$7,825136,112 mi

Golden, CO

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Golden, CO

UnscoredLimited · 5
$7,950119,898 mi

Comparison: 5 similar vehicles

Golden, CO

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Golden, CO

UnscoredInsufficient · 0
$7,990122,075 mi

Golden, CO

2003 Lincoln Town Car Signature

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

2003 Lincoln Town Car Signature

Golden, CO

UnscoredInsufficient · 0
$8,000120,229 mi

Golden, CO

2018 Ford Focus S

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

2018 Ford Focus S

Lakewood, CO

UnscoredLimited · 7
$8,57197,622 mi

Comparison: 7 similar vehicles

Lakewood, CO

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Golden, CO

UnscoredInsufficient · 3
$9,000137,713 mi

Comparison: 3 similar vehicles

Golden, CO

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Golden, CO

UnscoredInsufficient · 0
$9,490139,140 mi

Golden, CO

2013 Honda Civic LX

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

2013 Honda Civic LX

Golden, CO

UnscoredLimited · 6
$9,500131,869 mi

Comparison: 6 similar vehicles

Golden, CO

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Golden, CO

Salvage title
$9,99970,517 mi

Golden, CO

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Golden, CO

UnscoredInsufficient · 0
$10,000118,703 mi

Golden, CO

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Golden, CO

UnscoredLimited · 8
$10,98294,862 mi

Comparison: 8 similar vehicles

Golden, CO

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Lakewood, CO

UnscoredLimited · 7
$10,999115,069 mi

Comparison: 7 similar vehicles

Lakewood, CO

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Lakewood, CO

UnscoredLimited · 13
$11,240155,720 mi

Comparison: 13 similar vehicles

Lakewood, CO

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Golden, CO

UnscoredLimited · 9
$11,413131,336 mi

Comparison: 9 similar vehicles

Golden, CO

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Golden, CO

UnscoredInsufficient · 0
$11,99158,658 mi

Golden, CO

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Golden, CO

Salvage title
$12,50051,915 mi

Golden, CO

2015 Toyota Camry XSE

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

2015 Toyota Camry XSE

Golden, CO

UnscoredInsufficient · 3
$12,909145,403 mi

Comparison: 3 similar vehicles

Golden, CO

2021 Volkswagen Jetta SE

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

2021 Volkswagen Jetta SE

Silverthorne, CO

UnscoredInsufficient · 0
$12,958102,207 mi

Silverthorne, CO

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Lakewood, CO

UnscoredInsufficient · 4
$12,99970,185 mi

Comparison: 4 similar vehicles

Lakewood, CO

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Breckenridge, CO

OverpricedLimited · 12
$12,999102,000 mi

Market: $6,900 – $11,441

Comparison: 12 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Breckenridge, CO

2016 Audi A4 Premium Plus

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

2016 Audi A4 Premium Plus

Golden, CO

UnscoredInsufficient · 3
$13,00089,851 mi

Comparison: 3 similar vehicles

Golden, CO

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Golden, CO

UnscoredLimited · 9
$13,15284,438 mi

Comparison: 9 similar vehicles

Golden, CO

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Golden, CO

UnscoredInsufficient · 0
$13,399108,694 mi

Golden, CO

2014 Honda Civic EX

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

2014 Honda Civic EX

Golden, CO

UnscoredLimited · 5
$13,618111,150 mi

Comparison: 5 similar vehicles

Golden, CO

2020 Nissan Altima SV

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

2020 Nissan Altima SV

Golden, CO

UnscoredInsufficient · 0
$13,700103,222 mi

Golden, CO

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Golden, CO

UnscoredInsufficient · 0
$13,79966,542 mi

Golden, CO

2021 Kia Forte GT-Line

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

2021 Kia Forte GT-Line

Golden, CO

UnscoredInsufficient · 3
$13,83180,901 mi

Comparison: 3 similar vehicles

Golden, CO

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Golden, CO

UnscoredLimited · 8
$13,99097,456 mi

Comparison: 8 similar vehicles

Golden, CO

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Golden, CO

UnscoredLimited · 5
$14,00092,264 mi

Comparison: 5 similar vehicles

Golden, CO

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Golden, CO

UnscoredLimited · 5
$14,200102,986 mi

Comparison: 5 similar vehicles

Golden, CO

2017 Honda Accord Sport

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

2017 Honda Accord Sport

Golden, CO

UnscoredLimited · 6
$14,500116,692 mi

Comparison: 6 similar vehicles

Golden, CO

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Golden, CO

UnscoredLimited · 5
$14,792122,625 mi

Comparison: 5 similar vehicles

Golden, CO

2021 Nissan Maxima SV

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

2021 Nissan Maxima SV

Golden, CO

UnscoredInsufficient · 0
$14,89099,320 mi

Golden, CO

2019 Nissan Altima SV

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

2019 Nissan Altima SV

Silverthorne, CO

UnscoredInsufficient · 0
$14,95877,467 mi

Silverthorne, CO

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Golden, CO

Salvage title
$14,99976,853 mi

Golden, CO

2014 Subaru Legacy 3.6R Limited

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

2014 Subaru Legacy 3.6R Limited

Golden, CO

UnscoredInsufficient · 0
$14,999105,868 mi

Golden, CO

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Lakewood, CO

UnscoredInsufficient · 3
$15,29875,650 mi

Comparison: 3 similar vehicles

Lakewood, CO

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Golden, CO

UnscoredLimited · 5
$15,61856,530 mi

Comparison: 5 similar vehicles

Golden, CO

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Golden, CO

UnscoredInsufficient · 3
$15,75055,160 mi

Comparison: 3 similar vehicles

Golden, CO

2018 Subaru Impreza Sport

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

2018 Subaru Impreza Sport

Golden, CO

UnscoredLimited · 6
$15,998109,540 mi

Comparison: 6 similar vehicles

Golden, CO

No Photo

2013 Toyota Camry SE

Golden, CO

UnscoredInsufficient · 4
$16,39984,512 mi

Comparison: 4 similar vehicles

Golden, CO

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Silverthorne, CO

Fair PriceLimited · 17
$16,44376,549 mi

Market: $8,450 – $17,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Silverthorne, CO

2011 Lexus IS 250

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

2011 Lexus IS 250

Golden, CO

UnscoredInsufficient · 0
$16,59996,758 mi

Golden, 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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