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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

742 listings found

No Photo

2005 Ford F-150 XLT

Leesburg, GA

UnscoredLimited · 13
$3,798415,959 mi

Comparison: 13 similar vehicles

Leesburg, GA

2000 Dodge Dakota Base

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

2000 Dodge Dakota Base

Albany, GA

UnscoredInsufficient · 0
$5,995348,805 mi

Albany, GA

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Montezuma, GA

UnscoredLimited · 5
$6,150332,322 mi

Comparison: 5 similar vehicles

Montezuma, GA

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Albany, GA

UnscoredLimited · 7
$6,500201,276 mi

Comparison: 7 similar vehicles

Albany, GA

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Columbia, AL

UnscoredLimited · 5
$8,900237,918 mi

Comparison: 5 similar vehicles

Columbia, AL

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Montezuma, GA

UnscoredLimited · 6
$9,000262,370 mi

Comparison: 6 similar vehicles

Montezuma, GA

No Photo

2004 Chevrolet Silverado 2500HD Work

Montezuma, GA

UnscoredInsufficient · 0
$9,650208,613 mi

Montezuma, GA

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Albany, GA

UnscoredLimited · 6
$9,995154,231 mi

Comparison: 6 similar vehicles

Albany, GA

2011 Ford F-250 Super Duty Lariat

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

2011 Ford F-250 Super Duty Lariat

Blakely, GA

UnscoredLimited · 11
$9,998Mileage not verified

Comparison: 11 similar vehicles

Blakely, GA

No Photo

1997 GMC Sierra SL

Albany, GA

UnscoredInsufficient · 0
$9,999123,456 mi

Albany, GA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Blakely, GA

UnscoredInsufficient · 3
$10,995222,025 mi

Comparison: 3 similar vehicles

Blakely, GA

No Photo

2009 Ford F-150 XL

Montezuma, GA

OverpricedLimited · 11
$11,15099,391 mi

Market: $2,800 – $9,800

Comparison: 11 similar vehicles

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

Montezuma, GA

No Photo

2010 RAM 1500 Pickup SLT

Montezuma, GA

UnscoredLimited · 10
$11,650167,621 mi

Comparison: 10 similar vehicles

Montezuma, GA

2012 Ford F-150 King Ranch

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

2012 Ford F-150 King Ranch

Leesburg, GA

UnscoredInsufficient · 0
$11,985171,208 mi

Leesburg, GA

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Albany, GA

UnscoredLimited · 7
$11,995193,022 mi

Comparison: 7 similar vehicles

Albany, GA

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

Eufaula, AL

UnscoredLimited · 15
$11,999295,887 mi

Comparison: 15 similar vehicles

Eufaula, AL

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Montezuma, GA

UnscoredLimited · 14
$12,500188,008 mi

Comparison: 14 similar vehicles

Montezuma, GA

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

Albany, GA

UnscoredRobust · 128
$12,995172,376 mi

Comparison: 128 similar vehicles

Albany, GA

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Albany, GA

UnscoredModerate · 48
$13,384126,352 mi

Comparison: 48 similar vehicles

Albany, GA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Abbeville, AL

UnscoredRobust · 58
$13,950205,641 mi

Comparison: 58 similar vehicles

Abbeville, AL

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Eufaula, AL

UnscoredRobust · 50
$13,999130,114 mi

Comparison: 50 similar vehicles

Eufaula, AL

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Albany, GA

UnscoredInsufficient · 3
$14,52288,265 mi

Comparison: 3 similar vehicles

Albany, GA

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

Leesburg, GA

UnscoredInsufficient · 4
$14,535150,329 mi

Comparison: 4 similar vehicles

Leesburg, GA

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

Montezuma, GA

UnscoredModerate · 31
$14,650139,626 mi

Comparison: 31 similar vehicles

Montezuma, GA

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

Abbeville, AL

UnscoredModerate · 42
$14,950233,108 mi

Comparison: 42 similar vehicles

Abbeville, AL

2013 Ford F-250 Super Duty XL

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

2013 Ford F-250 Super Duty XL

Eufaula, AL

UnscoredLimited · 15
$14,999233,000 mi

Comparison: 15 similar vehicles

Eufaula, AL

No Photo

2015 Ford F-150 XLT

Leesburg, GA

Fair PriceRobust · 138
$15,757100,114 mi

Market: $6,999 – $28,489

Comparison: 138 similar vehicles

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

Leesburg, GA

2017 Honda Ridgeline RTL

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

2017 Honda Ridgeline RTL

Albany, GA

UnscoredModerate · 46
$15,759172,995 mi

Comparison: 46 similar vehicles

Albany, GA

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Montezuma, GA

UnscoredRobust · 54
$16,150151,744 mi

Comparison: 54 similar vehicles

Montezuma, GA

2018 Nissan Titan SV

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

2018 Nissan Titan SV

Leesburg, GA

Fair PriceModerate · 20
$16,59491,991 mi

Market: $13,795 – $24,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

Leesburg, GA

2012 Ford F-350 Super Duty Chassis Cab XL

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

2012 Ford F-350 Super Duty Chassis Cab XL

Montezuma, GA

UnscoredInsufficient · 0
$16,650251,309 mi

Montezuma, GA

2016 RAM 1500 Laramie

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

2016 RAM 1500 Laramie

Columbia, AL

UnscoredInsufficient · 0
$16,900103,342 mi

Columbia, 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

Leesburg, GA

UnscoredLimited · 13
$16,989120,245 mi

Comparison: 13 similar vehicles

Leesburg, GA

2018 RAM 2500 Pickup SLT

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

2018 RAM 2500 Pickup SLT

Albany, GA

UnscoredLimited · 5
$16,995223,000 mi

Comparison: 5 similar vehicles

Albany, GA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Eufaula, AL

UnscoredRobust · 299
$16,999170,889 mi

Comparison: 299 similar vehicles

Eufaula, AL

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

Leesburg, GA

UnscoredRobust · 98
$17,430153,639 mi

Comparison: 98 similar vehicles

Leesburg, GA

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

Leesburg, GA

UnscoredLimited · 13
$17,490155,179 mi

Comparison: 13 similar vehicles

Leesburg, GA

2011 Ford F-350 Super Duty XLT

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

2011 Ford F-350 Super Duty XLT

Americus, GA

UnscoredInsufficient · 0
$17,500279,122 mi

Americus, GA

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

Americus, GA

UnscoredLimited · 5
$17,62677,424 mi

Comparison: 5 similar vehicles

Americus, GA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Albany, GA

UnscoredLimited · 8
$18,059127,614 mi

Comparison: 8 similar vehicles

Albany, GA

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Albany, GA

Fair PriceLimited · 10
$18,395105,809 mi

Market: $5,900 – $20,513

Comparison: 10 similar vehicles

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

Albany, GA

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Sylvester, GA

UnscoredLimited · 7
$18,49576,629 mi

Comparison: 7 similar vehicles

Sylvester, GA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Leesburg, GA

UnscoredInsufficient · 4
$18,791121,221 mi

Comparison: 4 similar vehicles

Leesburg, GA

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Leesburg, GA

UnscoredLimited · 9
$18,794123,541 mi

Comparison: 9 similar vehicles

Leesburg, GA

2021 RAM 1500 Classic Tradesman

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

2021 RAM 1500 Classic Tradesman

Albany, GA

Fair PriceModerate · 47
$18,79598,737 mi

Market: $12,995 – $25,705

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Albany, GA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Albany, GA

UnscoredLimited · 8
$19,513114,987 mi

Comparison: 8 similar vehicles

Albany, GA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Leesburg, GA

UnscoredInsufficient · 4
$19,587109,930 mi

Comparison: 4 similar vehicles

Leesburg, GA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Leesburg, GA

UnscoredInsufficient · 4
$19,945109,654 mi

Comparison: 4 similar vehicles

Leesburg, GA

2020 Ford Ranger XL

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

2020 Ford Ranger XL

Colquitt, GA

UnscoredLimited · 6
$19,97556,341 mi

Comparison: 6 similar vehicles

Colquitt, GA

2018 Chevrolet Colorado LT

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

2018 Chevrolet Colorado LT

Americus, GA

Fair PriceModerate · 20
$19,975118,699 mi

Market: $14,950 – $23,799

Comparison: 20 similar vehicles

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

Americus, GA

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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