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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

147 listings found

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Alamosa, CO

UnscoredInsufficient · 4
$7,995237,770 mi

Comparison: 4 similar vehicles

Alamosa, CO

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Alamosa, CO

UnscoredInsufficient · 0
$8,500141,996 mi

Alamosa, 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

Alamosa, CO

UnscoredLimited · 9
$8,995190,697 mi

Comparison: 9 similar vehicles

Alamosa, CO

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Alamosa, CO

UnscoredInsufficient · 4
$8,995302,556 mi

Comparison: 4 similar vehicles

Alamosa, CO

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Alamosa, CO

UnscoredInsufficient · 3
$10,995188,795 mi

Comparison: 3 similar vehicles

Alamosa, CO

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

La Jara, CO

UnscoredLimited · 5
$11,000187,410 mi

Comparison: 5 similar vehicles

La Jara, CO

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Alamosa, CO

UnscoredLimited · 12
$12,995184,325 mi

Comparison: 12 similar vehicles

Alamosa, CO

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

La Jara, CO

UnscoredInsufficient · 4
$13,000Mileage not verified

Comparison: 4 similar vehicles

La Jara, CO

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Alamosa, CO

Fair PriceModerate · 33
$14,995107,166 mi

Market: $6,500 – $20,293

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Alamosa, CO

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Alamosa, CO

UnscoredInsufficient · 0
$16,59551,127 mi

Alamosa, CO

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Alamosa, CO

UnscoredModerate · 22
$16,995125,919 mi

Comparison: 22 similar vehicles

Alamosa, CO

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Alamosa, CO

UnscoredLimited · 11
$17,995158,853 mi

Comparison: 11 similar vehicles

Alamosa, CO

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

La Jara, CO

UnscoredRobust · 66
$18,000167,710 mi

Comparison: 66 similar vehicles

La Jara, CO

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Alamosa, CO

Fair PriceModerate · 33
$18,000109,995 mi

Market: $6,500 – $20,293

Comparison: 33 similar vehicles

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

Alamosa, CO

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Alamosa, CO

UnscoredModerate · 38
$18,995161,954 mi

Comparison: 38 similar vehicles

Alamosa, CO

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Alamosa, CO

UnscoredModerate · 29
$19,995121,822 mi

Comparison: 29 similar vehicles

Alamosa, CO

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Alamosa, CO

UnscoredRobust · 68
$20,995148,857 mi

Comparison: 68 similar vehicles

Alamosa, CO

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Alamosa, CO

UnscoredModerate · 34
$20,995127,871 mi

Comparison: 34 similar vehicles

Alamosa, CO

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Alamosa, CO

UnscoredLimited · 5
$20,995119,231 mi

Comparison: 5 similar vehicles

Alamosa, CO

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Alamosa, CO

UnscoredModerate · 20
$21,500137,150 mi

Comparison: 20 similar vehicles

Alamosa, CO

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Alamosa, CO

UnscoredModerate · 41
$21,995149,884 mi

Comparison: 41 similar vehicles

Alamosa, CO

2016 Nissan Titan XD Platinum Reserve

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

2016 Nissan Titan XD Platinum Reserve

Alamosa, CO

UnscoredLimited · 6
$22,000129,182 mi

Comparison: 6 similar vehicles

Alamosa, CO

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Alamosa, CO

Fair PriceRobust · 58
$22,495105,957 mi

Market: $8,150 – $23,995

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Alamosa, CO

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Alamosa, CO

UnscoredInsufficient · 0
$22,99935,852 mi

Alamosa, CO

2017 Ford F-150 XL

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

2017 Ford F-150 XL

La Jara, CO

UnscoredInsufficient · 0
$23,00049,213 mi

La Jara, CO

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Monte Vista, CO

OverpricedModerate · 20
$23,995108,291 mi

Market: $10,294 – $23,988

Comparison: 20 similar vehicles

Monte Vista, CO

2015 Ford F-250 Super Duty Lariat

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

2015 Ford F-250 Super Duty Lariat

Alamosa, CO

Great DealModerate · 22
$23,99580,987 mi

Market: $25,399 – $37,232

Comparison: 22 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 99 days listed (based on current market benchmarks)

Alamosa, CO

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Alamosa, CO

Fair PriceRobust · 50
$25,999118,807 mi

Market: $23,250 – $37,695

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 532 days listed (based on current market benchmarks)

Alamosa, CO

2015 RAM 3500 Pickup SLT

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

2015 RAM 3500 Pickup SLT

Alamosa, CO

UnscoredInsufficient · 0
$27,000119,185 mi

Alamosa, CO

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Alamosa, CO

Fair PriceRobust · 57
$27,99591,922 mi

Market: $14,297 – $88,866

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Alamosa, CO

2022 Nissan Frontier SV

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

2022 Nissan Frontier SV

Alamosa, CO

UnscoredInsufficient · 4
$29,99553,247 mi

Comparison: 4 similar vehicles

Alamosa, CO

2018 Chevrolet Silverado 3500HD High Country

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

2018 Chevrolet Silverado 3500HD High Country

Alamosa, CO

UnscoredInsufficient · 0
$29,995210,341 mi

Alamosa, CO

2021 Ford F-250 Super Duty XLT

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

2021 Ford F-250 Super Duty XLT

Alamosa, CO

Fair PriceLimited · 12
$31,895118,246 mi

Market: $30,400 – $45,985

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Alamosa, CO

2025 Hyundai Santa Cruz SEL

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

2025 Hyundai Santa Cruz SEL

Alamosa, CO

UnscoredLimited · 6
$31,99525,396 mi

Comparison: 6 similar vehicles

Alamosa, CO

2023 Honda Ridgeline Sport

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

2023 Honda Ridgeline Sport

Alamosa, CO

UnscoredLimited · 7
$32,99529,788 mi

Comparison: 7 similar vehicles

Alamosa, CO

2025 Chevrolet Colorado Work Truck

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

2025 Chevrolet Colorado Work Truck

Alamosa, CO

UnscoredLimited · 5
$34,99518,839 mi

Comparison: 5 similar vehicles

Alamosa, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Alamosa, CO

Fair PriceRobust · 404
$35,220Mileage not verified

Market: $28,132 – $42,855

Comparison: 404 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Alamosa, CO

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Alamosa, CO

Fair PriceLimited · 11
$35,99539,735 mi

Market: $34,194 – $37,200

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Alamosa, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Alamosa, CO

Fair PriceRobust · 157
$36,285Mileage not verified

Market: $29,700 – $40,709

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Alamosa, CO

2024 RAM 3500 Pickup Tradesman

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

2024 RAM 3500 Pickup Tradesman

Alamosa, CO

UnscoredInsufficient · 3
$36,995140,443 mi

Comparison: 3 similar vehicles

Alamosa, CO

2021 Chevrolet Silverado 1500 High Country

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

2021 Chevrolet Silverado 1500 High Country

Alamosa, CO

Fair PriceLimited · 13
$36,995116,982 mi

Market: $29,999 – $39,757

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Alamosa, CO

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Alamosa, CO

Fair PriceRobust · 77
$36,99932,824 mi

Market: $36,997 – $48,945

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 441 days listed (based on current market benchmarks)

Alamosa, CO

2018 Chevrolet Silverado 2500HD LTZ

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

2018 Chevrolet Silverado 2500HD LTZ

Alamosa, CO

UnscoredModerate · 20
$36,999133,125 mi

Comparison: 20 similar vehicles

Alamosa, CO

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Alamosa, CO

Fair PriceRobust · 391
$37,243Mileage not verified

Market: $31,587 – $42,899

Comparison: 391 similar vehicles

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

Alamosa, CO

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Alamosa, CO

UnscoredLimited · 5
$37,69591,256 mi

Comparison: 5 similar vehicles

Alamosa, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Alamosa, CO

Fair PriceRobust · 404
$37,995Mileage not verified

Market: $28,132 – $42,855

Comparison: 404 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Alamosa, CO

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Alamosa, CO

Fair PriceRobust · 160
$37,99579,408 mi

Market: $22,988 – $88,866

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Alamosa, CO

2025 RAM 1500 Pickup Big Horn/Lone Star

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

2025 RAM 1500 Pickup Big Horn/Lone Star

Alamosa, CO

Fair PriceLimited · 19
$38,99918,038 mi

Market: $37,729 – $47,194

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 330 days listed (based on current market benchmarks)

Alamosa, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Alamosa, CO

Fair PriceRobust · 157
$39,300Mileage not verified

Market: $29,700 – $40,709

Comparison: 157 similar vehicles

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

Alamosa, CO

2026 Toyota Tacoma SR5

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

2026 Toyota Tacoma SR5

Alamosa, CO

Fair PriceModerate · 28
$39,99513,096 mi

Market: $41,193 – $47,215

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Alamosa, 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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