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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

287 listings found

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Florence, CO

UnscoredInsufficient · 0
$4,900161,904 mi

Florence, CO

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Florence, CO

UnscoredInsufficient · 0
$4,90099,194 mi

Florence, CO

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Florence, CO

UnscoredLimited · 11
$7,900229,976 mi

Comparison: 11 similar vehicles

Florence, CO

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Florence, CO

UnscoredInsufficient · 0
$8,800174,942 mi

Florence, CO

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Florence, CO

UnscoredInsufficient · 0
$9,000220,798 mi

Florence, CO

2012 RAM 1500 Pickup Sport

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

2012 RAM 1500 Pickup Sport

Florence, CO

UnscoredInsufficient · 0
$9,400186,009 mi

Florence, CO

2012 Ford F-250 Super Duty Lariat

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

2012 Ford F-250 Super Duty Lariat

Florence, CO

UnscoredInsufficient · 3
$10,500249,654 mi

Comparison: 3 similar vehicles

Florence, CO

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Canon City, CO

UnscoredInsufficient · 4
$11,000151,354 mi

Comparison: 4 similar vehicles

Canon City, CO

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Salida, CO

UnscoredInsufficient · 0
$11,300130,447 mi

Salida, CO

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Salida, CO

UnscoredModerate · 45
$12,251129,909 mi

Comparison: 45 similar vehicles

Salida, CO

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Canon City, CO

UnscoredLimited · 7
$12,295169,103 mi

Comparison: 7 similar vehicles

Canon City, CO

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Canon City, CO

UnscoredInsufficient · 0
$12,500127,897 mi

Canon City, CO

2006 Ford F-350 Super Duty Chassis Cab XL

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

2006 Ford F-350 Super Duty Chassis Cab XL

Canon City, CO

UnscoredInsufficient · 0
$15,795197,648 mi

Canon City, CO

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Salida, CO

UnscoredLimited · 12
$15,801126,083 mi

Comparison: 12 similar vehicles

Salida, CO

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Salida, CO

UnscoredLimited · 13
$16,600159,551 mi

Comparison: 13 similar vehicles

Salida, CO

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Salida, CO

Fair PriceLimited · 13
$16,604117,331 mi

Market: $14,499 – $24,594

Comparison: 13 similar vehicles

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

Salida, CO

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Salida, CO

UnscoredModerate · 23
$16,623143,287 mi

Comparison: 23 similar vehicles

Salida, CO

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Salida, CO

UnscoredLimited · 7
$17,293104,555 mi

Comparison: 7 similar vehicles

Salida, CO

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Salida, CO

Fair PriceModerate · 45
$17,300117,728 mi

Market: $9,500 – $20,000

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Salida, CO

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Canon City, CO

UnscoredLimited · 14
$18,595153,754 mi

Comparison: 14 similar vehicles

Canon City, CO

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Salida, CO

UnscoredModerate · 23
$19,302125,028 mi

Comparison: 23 similar vehicles

Salida, CO

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Salida, CO

Fair PriceModerate · 27
$19,30387,839 mi

Market: $10,900 – $24,500

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Salida, CO

2011 Ford F-250 Super Duty XL

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

2011 Ford F-250 Super Duty XL

Salida, CO

UnscoredInsufficient · 4
$19,304179,795 mi

Comparison: 4 similar vehicles

Salida, CO

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Canon City, CO

UnscoredLimited · 17
$19,641123,349 mi

Comparison: 17 similar vehicles

Canon City, CO

2022 Chevrolet Colorado Work Truck

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

2022 Chevrolet Colorado Work Truck

Canon City, CO

UnscoredLimited · 6
$22,99589,040 mi

Comparison: 6 similar vehicles

Canon City, CO

2023 Chevrolet Silverado 1500 Work Truck

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

2023 Chevrolet Silverado 1500 Work Truck

Canon City, CO

UnscoredInsufficient · 4
$23,99588,686 mi

Comparison: 4 similar vehicles

Canon City, CO

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Canon City, CO

UnscoredLimited · 5
$23,995120,792 mi

Comparison: 5 similar vehicles

Canon City, CO

2023 Hyundai Santa Cruz Night

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

2023 Hyundai Santa Cruz Night

Salida, CO

UnscoredInsufficient · 0
$24,41133,865 mi

Salida, CO

2022 Jeep Gladiator Mojave

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

2022 Jeep Gladiator Mojave

Salida, CO

UnscoredInsufficient · 0
$26,30067,572 mi

Salida, CO

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

Salida, CO

UnscoredLimited · 5
$26,754101,710 mi

Comparison: 5 similar vehicles

Salida, CO

2021 Nissan Frontier SV

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

2021 Nissan Frontier SV

Canon City, CO

UnscoredInsufficient · 0
$26,79552,530 mi

Canon City, CO

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Salida, CO

UnscoredInsufficient · 4
$27,30938,990 mi

Comparison: 4 similar vehicles

Salida, CO

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Salida, CO

Fair PriceModerate · 32
$27,80085,772 mi

Market: $20,900 – $31,488

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Salida, CO

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

Salida, CO

UnscoredLimited · 5
$28,29976,197 mi

Comparison: 5 similar vehicles

Salida, CO

2018 Toyota Tacoma TRD Sport

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

2018 Toyota Tacoma TRD Sport

Salida, CO

Fair PriceModerate · 26
$29,29868,569 mi

Market: $25,883 – $34,333

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Salida, CO

2023 Nissan Frontier SV

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

2023 Nissan Frontier SV

Salida, CO

UnscoredInsufficient · 0
$29,30043,497 mi

Salida, CO

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Salida, CO

UnscoredInsufficient · 0
$30,00534,455 mi

Salida, CO

2019 Toyota Tacoma TRD Off Road

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

2019 Toyota Tacoma TRD Off Road

Salida, CO

Fair PriceRobust · 57
$30,09988,975 mi

Market: $25,883 – $37,999

Comparison: 57 similar vehicles

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

Salida, CO

2021 Jeep Gladiator Mojave

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

2021 Jeep Gladiator Mojave

Salida, CO

Fair PriceLimited · 11
$30,30079,593 mi

Market: $29,022 – $36,814

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Salida, CO

2021 Nissan Titan S

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

2021 Nissan Titan S

Canon City, CO

UnscoredInsufficient · 0
$30,69549,338 mi

Canon City, CO

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Canon City, CO

Fair PriceModerate · 20
$30,995100,650 mi

Market: $24,114 – $39,000

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Canon City, CO

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Canon City, CO

UnscoredInsufficient · 3
$31,49537,192 mi

Comparison: 3 similar vehicles

Canon City, CO

2024 Jeep Gladiator Nighthawk

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

2024 Jeep Gladiator Nighthawk

Salida, CO

UnscoredInsufficient · 0
$31,80016,167 mi

Salida, CO

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Salida, CO

Fair PriceRobust · 90
$31,945Mileage not verified

Market: $29,688 – $35,003

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Salida, CO

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Salida, CO

UnscoredInsufficient · 3
$32,30033,257 mi

Comparison: 3 similar vehicles

Salida, CO

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Canon City, CO

UnscoredLimited · 8
$32,508Mileage not verified

Comparison: 8 similar vehicles

Canon City, CO

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Canon City, CO

UnscoredLimited · 8
$32,508Mileage not verified

Comparison: 8 similar vehicles

Canon City, CO

2023 Honda Ridgeline RTL

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

2023 Honda Ridgeline RTL

Salida, CO

UnscoredInsufficient · 3
$32,67230,961 mi

Comparison: 3 similar vehicles

Salida, CO

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Canon City, CO

UnscoredInsufficient · 0
$33,19547,486 mi

Canon City, CO

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Canon City, CO

OverpricedModerate · 22
$33,29584,030 mi

Market: $18,995 – $30,488

Comparison: 22 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Canon City, 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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