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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 21, 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

614 listings found

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Ruston, LA

UnscoredInsufficient · 4
$9,449126,320 mi

Comparison: 4 similar vehicles

Ruston, LA

2018 Nissan Kicks S

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

2018 Nissan Kicks S

Camden, AR

UnscoredInsufficient · 0
$9,82990,331 mi

Camden, AR

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

El Dorado, AR

UnscoredRobust · 88
$9,990193,307 mi

Comparison: 88 similar vehicles

El Dorado, AR

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Fordyce, AR

UnscoredModerate · 39
$9,999152,148 mi

Comparison: 39 similar vehicles

Fordyce, AR

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Camden, AR

UnscoredInsufficient · 0
$10,548179,102 mi

Camden, AR

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Camden, AR

UnscoredModerate · 39
$10,800129,579 mi

Comparison: 39 similar vehicles

Camden, AR

2018 Honda CR-V EX-L

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

2018 Honda CR-V EX-L

El Dorado, AR

UnscoredRobust · 67
$11,995165,895 mi

Comparison: 67 similar vehicles

El Dorado, AR

2017 Land Rover Discovery Sport HSE

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

2017 Land Rover Discovery Sport HSE

El Dorado, AR

UnscoredInsufficient · 0
$11,99587,426 mi

El Dorado, AR

2018 Nissan Murano SL

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

2018 Nissan Murano SL

Camden, AR

Fair PriceModerate · 27
$12,130119,232 mi

Market: $11,900 – $16,127

Comparison: 27 similar vehicles

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

Camden, AR

2019 Mazda CX-3 Sport

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

2019 Mazda CX-3 Sport

Ruston, LA

UnscoredInsufficient · 0
$12,483103,098 mi

Ruston, LA

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

El Dorado, AR

Fair PriceModerate · 21
$12,500107,520 mi

Market: $9,000 – $13,500

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

El Dorado, AR

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Camden, AR

UnscoredInsufficient · 0
$12,583101,835 mi

Camden, AR

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Crossett, AR

Fair PriceModerate · 24
$12,900106,950 mi

Market: $6,900 – $12,990

Comparison: 24 similar vehicles

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

Crossett, AR

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

El Dorado, AR

UnscoredLimited · 5
$12,900168,668 mi

Comparison: 5 similar vehicles

El Dorado, AR

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Ruston, LA

UnscoredLimited · 9
$13,28678,477 mi

Comparison: 9 similar vehicles

Ruston, LA

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Ruston, LA

UnscoredLimited · 9
$13,465134,208 mi

Comparison: 9 similar vehicles

Ruston, LA

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Camden, AR

UnscoredLimited · 9
$13,780155,456 mi

Comparison: 9 similar vehicles

Camden, AR

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

El Dorado, AR

UnscoredInsufficient · 0
$13,832143,871 mi

El Dorado, AR

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

El Dorado, AR

Fair PriceLimited · 12
$13,90082,215 mi

Market: $8,999 – $17,595

Comparison: 12 similar vehicles

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

El Dorado, AR

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

El Dorado, AR

UnscoredLimited · 5
$13,95591,513 mi

Comparison: 5 similar vehicles

El Dorado, AR

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Crossett, AR

UnscoredInsufficient · 3
$14,000117,543 mi

Comparison: 3 similar vehicles

Crossett, AR

2015 Jeep Grand Cherokee Laredo

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

2015 Jeep Grand Cherokee Laredo

El Dorado, AR

OverpricedLimited · 18
$14,09581,595 mi

Market: $6,900 – $11,924

Comparison: 18 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

El Dorado, AR

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Crossett, AR

Fair PriceLimited · 14
$14,900118,471 mi

Market: $8,900 – $16,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Crossett, AR

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Crossett, AR

OverpricedLimited · 13
$14,900118,473 mi

Market: $9,000 – $13,900

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Crossett, AR

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Crossett, AR

OverpricedLimited · 14
$15,000102,105 mi

Market: $13,295 – $13,424

Comparison: 14 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Crossett, AR

2021 Jeep Renegade Jeepster

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

2021 Jeep Renegade Jeepster

Ruston, LA

UnscoredInsufficient · 0
$15,48356,083 mi

Ruston, LA

2018 Jeep Wrangler JK Unlimited Sport

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

2018 Jeep Wrangler JK Unlimited Sport

Fordyce, AR

UnscoredInsufficient · 0
$15,670145,322 mi

Fordyce, AR

2022 Chevrolet Equinox LS

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

2022 Chevrolet Equinox LS

El Dorado, AR

UnscoredModerate · 23
$15,827138,800 mi

Comparison: 23 similar vehicles

El Dorado, AR

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

El Dorado, AR

Fair PriceModerate · 40
$15,900113,352 mi

Market: $12,641 – $20,683

Comparison: 40 similar vehicles

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

El Dorado, AR

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Fordyce, AR

UnscoredInsufficient · 0
$15,927113,407 mi

Fordyce, AR

2019 Cadillac XT4 Premium Luxury

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

2019 Cadillac XT4 Premium Luxury

Fordyce, AR

Fair PriceModerate · 21
$15,990119,824 mi

Market: $14,900 – $20,879

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Fordyce, AR

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

El Dorado, AR

UnscoredInsufficient · 0
$16,05749,696 mi

El Dorado, AR

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

Ruston, LA

UnscoredInsufficient · 0
$16,11453,106 mi

Ruston, LA

2017 Ford Expedition XL

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

2017 Ford Expedition XL

El Dorado, AR

UnscoredInsufficient · 0
$16,510117,461 mi

El Dorado, AR

2021 Ford Explorer Base

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

2021 Ford Explorer Base

El Dorado, AR

Fair PriceLimited · 16
$16,772107,373 mi

Market: $15,900 – $20,485

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

El Dorado, AR

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Fordyce, AR

Fair PriceLimited · 13
$16,90062,725 mi

Market: $12,900 – $17,999

Comparison: 13 similar vehicles

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

Fordyce, AR

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

El Dorado, AR

Fair PriceModerate · 24
$16,900110,620 mi

Market: $12,995 – $21,900

Comparison: 24 similar vehicles

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

El Dorado, AR

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

El Dorado, AR

UnscoredLimited · 6
$16,95696,148 mi

Comparison: 6 similar vehicles

El Dorado, AR

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Fordyce, AR

UnscoredInsufficient · 0
$16,999111,342 mi

Fordyce, AR

2022 Ford Edge SE

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

2022 Ford Edge SE

Ruston, LA

Fair PriceLimited · 15
$17,46588,601 mi

Market: $14,500 – $19,455

Comparison: 15 similar vehicles

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

Ruston, LA

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

El Dorado, AR

UnscoredModerate · 28
$17,500121,278 mi

Comparison: 28 similar vehicles

El Dorado, AR

2021 Buick Envision Avenir

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

2021 Buick Envision Avenir

Fordyce, AR

UnscoredInsufficient · 4
$17,774122,825 mi

Comparison: 4 similar vehicles

Fordyce, AR

2017 Jeep Wrangler Unlimited Willys Wheeler

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

2017 Jeep Wrangler Unlimited Willys Wheeler

Camden, AR

UnscoredInsufficient · 0
$17,84975,500 mi

Camden, AR

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Farmerville, LA

Fair PriceModerate · 29
$17,99586,850 mi

Market: $17,098 – $23,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Farmerville, LA

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Ruston, LA

Fair PriceModerate · 37
$18,013117,187 mi

Market: $17,999 – $22,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Ruston, LA

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Fordyce, AR

UnscoredInsufficient · 3
$18,233103,947 mi

Comparison: 3 similar vehicles

Fordyce, AR

2021 Ford Edge SEL

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

2021 Ford Edge SEL

El Dorado, AR

Fair PriceLimited · 17
$18,242100,820 mi

Market: $15,685 – $19,624

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

El Dorado, AR

2020 Ford Escape SE

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

2020 Ford Escape SE

Crossett, AR

OverpricedRobust · 82
$18,50093,865 mi

Market: $8,800 – $16,366

Comparison: 82 similar vehicles

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

Crossett, AR

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Camden, AR

Fair PriceRobust · 61
$18,75875,006 mi

Market: $13,999 – $23,900

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Camden, AR

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Magnolia, AR

Fair PriceModerate · 24
$18,789114,764 mi

Market: $9,999 – $21,105

Comparison: 24 similar vehicles

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

Magnolia, AR

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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