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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

281 listings found

2006 Nissan Titan SE

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

2006 Nissan Titan SE

Clovis, NM

UnscoredInsufficient · 0
$6,500200,600 mi

Clovis, NM

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

Clovis, NM

UnscoredLimited · 8
$7,500183,090 mi

Comparison: 8 similar vehicles

Clovis, NM

2007 Chevrolet Silverado Classic 2500HD LT1

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

2007 Chevrolet Silverado Classic 2500HD LT1

Clovis, NM

UnscoredInsufficient · 0
$7,900183,900 mi

Clovis, NM

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Clovis, NM

UnscoredInsufficient · 0
$10,336188,000 mi

Clovis, NM

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Clovis, NM

UnscoredInsufficient · 0
$12,336182,097 mi

Clovis, NM

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

Clovis, NM

UnscoredLimited · 11
$14,600164,080 mi

Comparison: 11 similar vehicles

Clovis, NM

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Clovis, NM

UnscoredRobust · 62
$15,065187,945 mi

Comparison: 62 similar vehicles

Clovis, NM

2016 Ford F-250 Super Duty XLT

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

2016 Ford F-250 Super Duty XLT

Clovis, NM

UnscoredInsufficient · 0
$17,733237,933 mi

Clovis, NM

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

Clovis, NM

UnscoredLimited · 10
$18,336195,875 mi

Comparison: 10 similar vehicles

Clovis, NM

2015 GMC Sierra 1500 Denali

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

2015 GMC Sierra 1500 Denali

Clovis, NM

UnscoredInsufficient · 4
$19,995114,686 mi

Comparison: 4 similar vehicles

Clovis, NM

2022 Hyundai Santa Cruz SE

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

2022 Hyundai Santa Cruz SE

Clovis, NM

UnscoredInsufficient · 0
$22,99572,429 mi

Clovis, NM

2010 RAM 3500 Pickup SLT

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

2010 RAM 3500 Pickup SLT

Clovis, NM

Salvage title
$23,336Mileage not verified

Clovis, NM

2023 Hyundai Santa Cruz SEL

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

2023 Hyundai Santa Cruz SEL

Clovis, NM

UnscoredInsufficient · 0
$23,99542,366 mi

Clovis, NM

2019 Chevrolet Silverado 2500HD Work Truck

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

2019 Chevrolet Silverado 2500HD Work Truck

Clovis, NM

Fair PriceLimited · 14
$24,99594,265 mi

Market: $13,900 – $28,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Clovis, NM

2017 Chevrolet Silverado 2500HD LT

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

2017 Chevrolet Silverado 2500HD LT

Clovis, NM

UnscoredInsufficient · 0
$25,211101,930 mi

Clovis, NM

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

Clovis, NM

UnscoredInsufficient · 0
$25,33690,056 mi

Clovis, NM

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Clovis, NM

Fair PriceModerate · 30
$25,42978,984 mi

Market: $16,998 – $34,950

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Clovis, NM

2023 Hyundai Santa Cruz SEL Premium

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

2023 Hyundai Santa Cruz SEL Premium

Clovis, NM

UnscoredInsufficient · 0
$27,33693,182 mi

Clovis, NM

2024 Hyundai Santa Cruz SEL

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

2024 Hyundai Santa Cruz SEL

Clovis, NM

OverpricedLimited · 11
$28,04624,998 mi

Market: $23,000 – $26,487

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Clovis, NM

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Clovis, NM

Fair PriceModerate · 24
$29,98175,839 mi

Market: $25,998 – $37,780

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Clovis, NM

2017 Ford F-350 Super Duty XLT

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

2017 Ford F-350 Super Duty XLT

Portales, NM

UnscoredInsufficient · 3
$30,336165,414 mi

Comparison: 3 similar vehicles

Portales, NM

2024 RAM 1500 Pickup Tradesman

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

2024 RAM 1500 Pickup Tradesman

Clovis, NM

UnscoredInsufficient · 0
$32,18521,607 mi

Clovis, NM

2018 Ford F-150 Platinum

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

2018 Ford F-150 Platinum

Clovis, NM

Fair PriceLimited · 15
$32,33686,735 mi

Market: $16,994 – $33,991

Comparison: 15 similar vehicles

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

Clovis, NM

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Clovis, NM

Fair PriceRobust · 282
$32,506Mileage not verified

Market: $27,747 – $42,855

Comparison: 282 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Clovis, NM

2017 Ford F-250 Super Duty Lariat

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

2017 Ford F-250 Super Duty Lariat

Clovis, NM

UnscoredLimited · 12
$33,336189,840 mi

Comparison: 12 similar vehicles

Clovis, NM

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Clovis, NM

UnscoredInsufficient · 3
$34,442Mileage not verified

Comparison: 3 similar vehicles

Clovis, NM

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Clovis, NM

UnscoredInsufficient · 3
$34,642Mileage not verified

Comparison: 3 similar vehicles

Clovis, NM

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

Clovis, NM

Fair PriceLimited · 13
$34,71828,296 mi

Market: $33,990 – $41,180

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Clovis, NM

2024 Jeep Gladiator Texas Trail

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

2024 Jeep Gladiator Texas Trail

Clovis, NM

UnscoredInsufficient · 0
$34,96135,631 mi

Clovis, NM

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

Clovis, NM

UnscoredLimited · 9
$35,05951,729 mi

Comparison: 9 similar vehicles

Clovis, NM

2024 RAM 1500 Pickup Laramie

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

2024 RAM 1500 Pickup Laramie

Clovis, NM

UnscoredInsufficient · 0
$36,16266,117 mi

Clovis, NM

2022 RAM 1500 Pickup Limited

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

2022 RAM 1500 Pickup Limited

Clovis, NM

Fair PriceLimited · 14
$36,24199,500 mi

Market: $34,000 – $42,267

Comparison: 14 similar vehicles

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

Clovis, NM

2023 Chevrolet Silverado 1500 RST

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

2023 Chevrolet Silverado 1500 RST

Clovis, NM

Fair PriceLimited · 11
$36,99529,423 mi

Market: $36,406 – $41,588

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Clovis, NM

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Clovis, NM

Fair PriceRobust · 76
$37,30255,085 mi

Market: $34,993 – $49,999

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Clovis, NM

2025 Toyota Tacoma SR5

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

2025 Toyota Tacoma SR5

Clovis, NM

UnscoredInsufficient · 3
$37,84927,413 mi

Comparison: 3 similar vehicles

Clovis, NM

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Clovis, NM

UnscoredLimited · 17
$38,22498,658 mi

Comparison: 17 similar vehicles

Clovis, NM

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Portales, NM

UnscoredLimited · 8
$38,33643,857 mi

Comparison: 8 similar vehicles

Portales, NM

2024 Chevrolet Colorado ZR2

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

2024 Chevrolet Colorado ZR2

Clovis, NM

UnscoredInsufficient · 0
$38,86057,693 mi

Clovis, NM

2026 Nissan Frontier SV

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

2026 Nissan Frontier SV

Clovis, NM

UnscoredInsufficient · 0
$39,015Mileage not verified

Clovis, NM

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Clovis, NM

Fair PriceRobust · 196
$39,126Mileage not verified

Market: $31,170 – $42,244

Comparison: 196 similar vehicles

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

Clovis, NM

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

Clovis, NM

Fair PriceLimited · 18
$40,18955,451 mi

Market: $38,387 – $40,996

Comparison: 18 similar vehicles

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

Clovis, NM

2024 GMC Sierra 1500 Elevation

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

2024 GMC Sierra 1500 Elevation

Portales, NM

UnscoredLimited · 5
$40,33024,655 mi

Comparison: 5 similar vehicles

Portales, NM

2023 Chevrolet Silverado 1500 RST

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

2023 Chevrolet Silverado 1500 RST

Clovis, NM

UnscoredInsufficient · 0
$40,39712,591 mi

Clovis, NM

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Portales, NM

Fair PriceRobust · 59
$40,521Mileage not verified

Market: $31,995 – $43,013

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Portales, NM

2025 Ford Maverick Lariat

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

2025 Ford Maverick Lariat

Clovis, NM

UnscoredInsufficient · 0
$40,926Mileage not verified

Clovis, NM

2026 Nissan Frontier PRO-4X

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

2026 Nissan Frontier PRO-4X

Clovis, NM

Fair PriceLimited · 15
$41,965Mileage not verified

Market: $41,044 – $53,614

Comparison: 15 similar vehicles

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

Clovis, NM

2026 Chevrolet Colorado Trail Boss

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

2026 Chevrolet Colorado Trail Boss

Clovis, NM

Fair PriceRobust · 88
$42,178Mileage not verified

Market: $40,085 – $58,304

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Clovis, NM

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

Clovis, NM

Fair PriceLimited · 17
$42,23925,592 mi

Market: $34,994 – $51,828

Comparison: 17 similar vehicles

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

Clovis, NM

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Clovis, NM

Fair PriceRobust · 205
$42,251Mileage not verified

Market: $34,125 – $52,485

Comparison: 205 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Clovis, NM

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Clovis, NM

Fair PriceModerate · 43
$42,33644,918 mi

Market: $39,700 – $50,275

Comparison: 43 similar vehicles

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

Clovis, NM

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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