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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

965 listings found

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Graham, TX

UnscoredInsufficient · 3
$5,900Mileage not verified

Comparison: 3 similar vehicles

Graham, TX

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Eastland, TX

UnscoredInsufficient · 0
$8,995134,067 mi

Eastland, TX

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Clyde, TX

Fair PriceModerate · 28
$9,900Mileage not verified

Market: $7,999 – $20,201

Comparison: 28 similar vehicles

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

Clyde, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Clyde, TX

Fair PriceRobust · 97
$10,450Mileage not verified

Market: $7,990 – $23,990

Comparison: 97 similar vehicles

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

Clyde, TX

2017 RAM 1500 Pickup Lone Star

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

2017 RAM 1500 Pickup Lone Star

Breckenridge, TX

UnscoredModerate · 37
$10,705229,190 mi

Comparison: 37 similar vehicles

Breckenridge, TX

2016 Toyota Tundra SR5

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

2016 Toyota Tundra SR5

Baird, TX

UnscoredRobust · 55
$14,024195,609 mi

Comparison: 55 similar vehicles

Baird, TX

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Breckenridge, TX

UnscoredInsufficient · 0
$14,656235,904 mi

Breckenridge, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Baird, TX

UnscoredRobust · 77
$15,242150,024 mi

Comparison: 77 similar vehicles

Baird, TX

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

Mineral Wells, TX

UnscoredRobust · 87
$15,500138,438 mi

Comparison: 87 similar vehicles

Mineral Wells, TX

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Mineral Wells, TX

UnscoredLimited · 13
$16,995145,531 mi

Comparison: 13 similar vehicles

Mineral Wells, TX

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Mineral Wells, TX

Fair PriceRobust · 127
$19,89592,220 mi

Market: $9,991 – $88,866

Comparison: 127 similar vehicles

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

Mineral Wells, TX

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Baird, TX

UnscoredLimited · 13
$20,433177,777 mi

Comparison: 13 similar vehicles

Baird, TX

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Clyde, TX

UnscoredLimited · 10
$21,225130,000 mi

Comparison: 10 similar vehicles

Clyde, TX

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Baird, TX

UnscoredRobust · 65
$21,891148,428 mi

Comparison: 65 similar vehicles

Baird, TX

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Mineral Wells, TX

UnscoredLimited · 12
$21,995140,776 mi

Comparison: 12 similar vehicles

Mineral Wells, TX

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

Mineral Wells, TX

UnscoredInsufficient · 4
$22,99520,595 mi

Comparison: 4 similar vehicles

Mineral Wells, TX

2021 Jeep Gladiator WILLYS

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

2021 Jeep Gladiator WILLYS

Eastland, TX

Fair PriceModerate · 45
$23,500108,550 mi

Market: $21,990 – $35,000

Comparison: 45 similar vehicles

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

Eastland, TX

2023 RAM 1500 Pickup Tradesman

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

2023 RAM 1500 Pickup Tradesman

Mineral Wells, TX

UnscoredLimited · 9
$23,99567,510 mi

Comparison: 9 similar vehicles

Mineral Wells, TX

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Baird, TX

UnscoredLimited · 6
$24,72095,058 mi

Comparison: 6 similar vehicles

Baird, TX

2019 Toyota Tundra Platinum

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

2019 Toyota Tundra Platinum

Baird, TX

UnscoredLimited · 7
$25,071160,000 mi

Comparison: 7 similar vehicles

Baird, TX

2019 GMC Sierra 3500HD Base

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

2019 GMC Sierra 3500HD Base

Breckenridge, TX

UnscoredInsufficient · 0
$25,212159,942 mi

Breckenridge, TX

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Mineral Wells, TX

Great DealLimited · 15
$25,49516,831 mi

Market: $26,389 – $30,990

Comparison: 15 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Mineral Wells, TX

2022 Chevrolet Silverado 1500 Limited Custom

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

2022 Chevrolet Silverado 1500 Limited Custom

Eastland, TX

Salvage title
$25,99554,486 mi

Eastland, TX

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Baird, TX

Fair PriceLimited · 12
$26,12188,802 mi

Market: $23,866 – $32,900

Comparison: 12 similar vehicles

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

Baird, TX

2018 Ford F-150 King Ranch

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

2018 Ford F-150 King Ranch

Baird, TX

UnscoredRobust · 64
$27,711120,529 mi

Comparison: 64 similar vehicles

Baird, TX

2022 Jeep Gladiator Mojave

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

2022 Jeep Gladiator Mojave

Graham, TX

Fair PriceModerate · 23
$28,37795,826 mi

Market: $26,173 – $38,500

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Graham, TX

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

Mineral Wells, TX

Great DealLimited · 10
$28,41843,729 mi

Market: $32,999 – $34,995

Comparison: 10 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Mineral Wells, TX

2025 Nissan Frontier SV

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

2025 Nissan Frontier SV

Mineral Wells, TX

UnscoredLimited · 9
$28,49520,581 mi

Comparison: 9 similar vehicles

Mineral Wells, TX

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

Mineral Wells, TX

Great DealModerate · 27
$28,51684,578 mi

Market: $32,249 – $40,441

Comparison: 27 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 57 days listed (based on current market benchmarks)

Mineral Wells, TX

2021 GMC Sierra 1500 AT4

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

2021 GMC Sierra 1500 AT4

Eastland, TX

UnscoredInsufficient · 4
$28,592144,869 mi

Comparison: 4 similar vehicles

Eastland, TX

2023 Jeep Gladiator Sport S

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

2023 Jeep Gladiator Sport S

Eastland, TX

UnscoredInsufficient · 3
$28,72579,370 mi

Comparison: 3 similar vehicles

Eastland, TX

2019 Chevrolet Silverado 3500HD Work Truck

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

2019 Chevrolet Silverado 3500HD Work Truck

Baird, TX

UnscoredInsufficient · 0
$28,891134,180 mi

Baird, TX

2020 GMC Sierra 1500 SLT

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

2020 GMC Sierra 1500 SLT

Gordon, TX

UnscoredLimited · 6
$28,92593,474 mi

Comparison: 6 similar vehicles

Gordon, TX

2023 Chevrolet Silverado 1500 LT

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

2023 Chevrolet Silverado 1500 LT

Baird, TX

Fair PriceRobust · 95
$29,08480,531 mi

Market: $24,550 – $88,866

Comparison: 95 similar vehicles

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

Baird, TX

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

Breckenridge, TX

Fair PriceRobust · 412
$29,21287,212 mi

Market: $18,995 – $88,866

Comparison: 412 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Breckenridge, TX

2025 Nissan Frontier SV

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

2025 Nissan Frontier SV

Graham, TX

Fair PriceModerate · 37
$29,22516,037 mi

Market: $29,095 – $35,996

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Graham, TX

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Clyde, TX

UnscoredLimited · 6
$29,32495,246 mi

Comparison: 6 similar vehicles

Clyde, TX

2023 Jeep Gladiator Texas Trail

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

2023 Jeep Gladiator Texas Trail

Gordon, TX

UnscoredLimited · 7
$29,72544,730 mi

Comparison: 7 similar vehicles

Gordon, TX

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Mineral Wells, TX

UnscoredLimited · 6
$29,900114,603 mi

Comparison: 6 similar vehicles

Mineral Wells, TX

2023 Jeep Gladiator WILLYS

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

2023 Jeep Gladiator WILLYS

Gordon, TX

UnscoredLimited · 7
$29,92536,198 mi

Comparison: 7 similar vehicles

Gordon, TX

2013 RAM 2500 Pickup SLT

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

2013 RAM 2500 Pickup SLT

Breckenridge, TX

UnscoredLimited · 10
$30,195156,779 mi

Comparison: 10 similar vehicles

Breckenridge, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Gordon, TX

Fair PriceModerate · 38
$30,42512,774 mi

Market: $27,298 – $33,995

Comparison: 38 similar vehicles

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

Gordon, TX

2021 RAM 1500 Pickup Laramie

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

2021 RAM 1500 Pickup Laramie

Mineral Wells, TX

UnscoredLimited · 8
$30,56491,439 mi

Comparison: 8 similar vehicles

Mineral Wells, TX

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

Gordon, TX

Fair PriceModerate · 32
$30,69069,665 mi

Market: $25,074 – $31,538

Comparison: 32 similar vehicles

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

Gordon, TX

2022 Jeep Gladiator Sport S

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

2022 Jeep Gladiator Sport S

Eastland, TX

UnscoredInsufficient · 0
$30,72546,285 mi

Eastland, TX

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Mineral Wells, TX

UnscoredLimited · 6
$30,90085,469 mi

Comparison: 6 similar vehicles

Mineral Wells, TX

2020 Chevrolet Silverado 1500 LTZ

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

2020 Chevrolet Silverado 1500 LTZ

Clyde, TX

Fair PriceRobust · 50
$31,47579,935 mi

Market: $22,576 – $41,499

Comparison: 50 similar vehicles

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

Clyde, TX

2025 Ford Ranger XL

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

2025 Ford Ranger XL

Clyde, TX

UnscoredInsufficient · 3
$31,52035,996 mi

Comparison: 3 similar vehicles

Clyde, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Mineral Wells, TX

Fair PriceRobust · 54
$31,605Mileage not verified

Market: $28,761 – $36,620

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Mineral Wells, TX

2024 Jeep Gladiator Sport

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

2024 Jeep Gladiator Sport

Graham, TX

Fair PriceModerate · 22
$31,62513,447 mi

Market: $30,229 – $35,375

Comparison: 22 similar vehicles

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

Graham, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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