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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

341 listings found

2009 Chevrolet Silverado 1500 LTZ

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

2009 Chevrolet Silverado 1500 LTZ

Repton, AL

UnscoredInsufficient · 0
$4,000208,653 mi

Repton, AL

2008 Ford F-150 FX4

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

2008 Ford F-150 FX4

Repton, AL

UnscoredLimited · 8
$4,000159,795 mi

Comparison: 8 similar vehicles

Repton, AL

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Repton, AL

UnscoredLimited · 9
$9,495227,821 mi

Comparison: 9 similar vehicles

Repton, AL

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

Monroeville, AL

UnscoredModerate · 48
$10,900243,798 mi

Comparison: 48 similar vehicles

Monroeville, AL

2021 Chevrolet Silverado 1500 Work Truck

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

2021 Chevrolet Silverado 1500 Work Truck

Monroeville, AL

UnscoredModerate · 24
$12,995248,700 mi

Comparison: 24 similar vehicles

Monroeville, AL

2003 GMC Sierra 2500HD SLE

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

2003 GMC Sierra 2500HD SLE

Monroeville, AL

UnscoredInsufficient · 0
$13,989126,257 mi

Monroeville, AL

2016 Ford F-350 Super Duty Chassis Cab XL

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

2016 Ford F-350 Super Duty Chassis Cab XL

Monroeville, AL

UnscoredInsufficient · 4
$13,995272,586 mi

Comparison: 4 similar vehicles

Monroeville, AL

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Jackson, AL

UnscoredModerate · 21
$14,606200,193 mi

Comparison: 21 similar vehicles

Jackson, AL

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Jackson, AL

UnscoredModerate · 25
$14,606190,879 mi

Comparison: 25 similar vehicles

Jackson, AL

2017 Nissan Frontier SL

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

2017 Nissan Frontier SL

Thomasville, AL

UnscoredInsufficient · 0
$14,900191,338 mi

Thomasville, AL

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Thomasville, AL

UnscoredModerate · 33
$14,900192,943 mi

Comparison: 33 similar vehicles

Thomasville, AL

2020 GMC Sierra 1500 Base

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

2020 GMC Sierra 1500 Base

Monroeville, AL

UnscoredLimited · 13
$15,995217,658 mi

Comparison: 13 similar vehicles

Monroeville, AL

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Monroeville, AL

UnscoredRobust · 132
$16,900187,442 mi

Comparison: 132 similar vehicles

Monroeville, AL

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Monroeville, AL

UnscoredRobust · 85
$16,989169,860 mi

Comparison: 85 similar vehicles

Monroeville, AL

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

Monroeville, AL

UnscoredRobust · 115
$17,500180,003 mi

Comparison: 115 similar vehicles

Monroeville, AL

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

Monroeville, AL

UnscoredLimited · 9
$17,99595,734 mi

Comparison: 9 similar vehicles

Monroeville, AL

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

Grove Hill, AL

Fair PriceRobust · 93
$18,396102,052 mi

Market: $7,000 – $28,990

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Grove Hill, AL

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Grove Hill, AL

UnscoredModerate · 27
$18,892130,695 mi

Comparison: 27 similar vehicles

Grove Hill, AL

2022 Hyundai Santa Cruz SEL Premium

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

2022 Hyundai Santa Cruz SEL Premium

Jackson, AL

UnscoredLimited · 15
$19,549124,154 mi

Comparison: 15 similar vehicles

Jackson, AL

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Grove Hill, AL

Fair PriceModerate · 27
$19,897109,642 mi

Market: $12,435 – $23,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Grove Hill, AL

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

Thomasville, AL

OverpricedModerate · 32
$19,900136,060 mi

Market: $10,999 – $17,580

Comparison: 32 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Thomasville, AL

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Thomasville, AL

OverpricedModerate · 24
$19,900147,699 mi

Market: $5,900 – $17,500

Comparison: 24 similar vehicles

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

Thomasville, AL

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

Demopolis, AL

Fair PriceRobust · 115
$19,995109,176 mi

Market: $10,850 – $32,995

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Demopolis, AL

2014 Ford F-350 Super Duty Chassis Cab XL

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

2014 Ford F-350 Super Duty Chassis Cab XL

Monroeville, AL

UnscoredInsufficient · 3
$19,995155,019 mi

Comparison: 3 similar vehicles

Monroeville, AL

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Jackson, AL

UnscoredModerate · 23
$20,606127,555 mi

Comparison: 23 similar vehicles

Jackson, AL

2019 Chevrolet Silverado 1500 Custom

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

2019 Chevrolet Silverado 1500 Custom

Grove Hill, AL

Fair PriceModerate · 33
$20,892110,154 mi

Market: $17,130 – $27,842

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Grove Hill, AL

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

Thomasville, AL

UnscoredInsufficient · 0
$20,967185,478 mi

Thomasville, AL

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

Grove Hill, AL

UnscoredLimited · 8
$21,89739,236 mi

Comparison: 8 similar vehicles

Grove Hill, AL

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

Monroeville, AL

UnscoredRobust · 113
$21,995130,463 mi

Comparison: 113 similar vehicles

Monroeville, AL

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Monroeville, AL

UnscoredModerate · 31
$21,995329,984 mi

Comparison: 31 similar vehicles

Monroeville, AL

2016 GMC Sierra 1500 SLT

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

2016 GMC Sierra 1500 SLT

Monroeville, AL

UnscoredModerate · 27
$21,995174,405 mi

Comparison: 27 similar vehicles

Monroeville, AL

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

Monroeville, AL

UnscoredInsufficient · 0
$21,99542,766 mi

Monroeville, AL

2022 Hyundai Santa Cruz SEL

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

2022 Hyundai Santa Cruz SEL

Jackson, AL

UnscoredInsufficient · 0
$22,25944,196 mi

Jackson, AL

No Photo

2018 Chevrolet Silverado 2500HD Work Truck

Chatom, AL

UnscoredLimited · 7
$22,500125,310 mi

Comparison: 7 similar vehicles

Chatom, AL

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

Jackson, AL

UnscoredRobust · 270
$22,606145,764 mi

Comparison: 270 similar vehicles

Jackson, AL

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

Grove Hill, AL

UnscoredRobust · 130
$22,892147,730 mi

Comparison: 130 similar vehicles

Grove Hill, AL

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Monroeville, AL

UnscoredRobust · 64
$22,995132,616 mi

Comparison: 64 similar vehicles

Monroeville, AL

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

Demopolis, AL

Fair PriceModerate · 33
$22,99595,265 mi

Market: $14,792 – $31,989

Comparison: 33 similar vehicles

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

Demopolis, AL

2022 Nissan Frontier SV

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

2022 Nissan Frontier SV

Demopolis, AL

Fair PriceRobust · 64
$23,19292,786 mi

Market: $16,995 – $34,701

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Demopolis, AL

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Grove Hill, AL

Fair PriceModerate · 31
$23,39769,454 mi

Market: $11,799 – $24,536

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Grove Hill, AL

2022 Chevrolet Silverado 1500 Custom

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

2022 Chevrolet Silverado 1500 Custom

Monroeville, AL

UnscoredRobust · 115
$23,500164,414 mi

Comparison: 115 similar vehicles

Monroeville, AL

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Jackson, AL

Fair PriceRobust · 54
$23,60683,439 mi

Market: $17,748 – $27,075

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Jackson, AL

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Jackson, AL

UnscoredModerate · 34
$23,889322,105 mi

Comparison: 34 similar vehicles

Jackson, AL

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Grove Hill, AL

Fair PriceRobust · 119
$23,897102,454 mi

Market: $9,900 – $29,526

Comparison: 119 similar vehicles

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

Grove Hill, AL

2017 Chevrolet Silverado 1500 High Country

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

2017 Chevrolet Silverado 1500 High Country

Jackson, AL

UnscoredLimited · 10
$24,606148,185 mi

Comparison: 10 similar vehicles

Jackson, AL

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

Grove Hill, AL

UnscoredLimited · 8
$24,89734,221 mi

Comparison: 8 similar vehicles

Grove Hill, AL

2007 Chevrolet Silverado Classic 3500 LT1

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

2007 Chevrolet Silverado Classic 3500 LT1

Grove Hill, AL

UnscoredInsufficient · 0
$24,897161,408 mi

Grove Hill, AL

2023 Chevrolet Silverado 2500HD Work Truck

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

2023 Chevrolet Silverado 2500HD Work Truck

Monroeville, AL

UnscoredInsufficient · 3
$24,995242,582 mi

Comparison: 3 similar vehicles

Monroeville, AL

2018 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2018 Chevrolet Silverado 3500 Chassis Cab Work Truck

Monroeville, AL

UnscoredLimited · 5
$24,99568,329 mi

Comparison: 5 similar vehicles

Monroeville, AL

2020 Jeep Gladiator Sport S

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

2020 Jeep Gladiator Sport S

Grove Hill, AL

Fair PriceModerate · 38
$25,68097,807 mi

Market: $16,899 – $30,057

Comparison: 38 similar vehicles

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

Grove Hill, AL

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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