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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 20, 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

521 listings found

2014 Chevrolet Suburban LT

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

2014 Chevrolet Suburban LT

Repton, AL

UnscoredLimited · 10
$3,000281,687 mi

Comparison: 10 similar vehicles

Repton, AL

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Repton, AL

UnscoredModerate · 21
$3,000178,405 mi

Comparison: 21 similar vehicles

Repton, AL

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Repton, AL

UnscoredLimited · 12
$3,500130,060 mi

Comparison: 12 similar vehicles

Repton, AL

2016 Mitsubishi Outlander Sport SE

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

2016 Mitsubishi Outlander Sport SE

Repton, AL

UnscoredInsufficient · 0
$3,500162,025 mi

Repton, AL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Repton, AL

UnscoredLimited · 7
$3,500166,832 mi

Comparison: 7 similar vehicles

Repton, AL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Repton, AL

UnscoredModerate · 34
$3,500184,320 mi

Comparison: 34 similar vehicles

Repton, AL

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Repton, AL

UnscoredLimited · 6
$4,000189,729 mi

Comparison: 6 similar vehicles

Repton, AL

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Repton, AL

UnscoredRobust · 51
$4,500178,998 mi

Comparison: 51 similar vehicles

Repton, AL

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Repton, AL

UnscoredInsufficient · 4
$5,000156,932 mi

Comparison: 4 similar vehicles

Repton, AL

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Grove Hill, AL

UnscoredInsufficient · 3
$6,892224,648 mi

Comparison: 3 similar vehicles

Grove Hill, AL

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Monroeville, AL

UnscoredLimited · 12
$6,995229,171 mi

Comparison: 12 similar vehicles

Monroeville, AL

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Monroeville, AL

UnscoredInsufficient · 3
$6,995178,558 mi

Comparison: 3 similar vehicles

Monroeville, AL

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Monroeville, AL

UnscoredLimited · 19
$7,900176,922 mi

Comparison: 19 similar vehicles

Monroeville, AL

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Monroeville, AL

UnscoredInsufficient · 0
$7,989214,019 mi

Monroeville, AL

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Monroeville, AL

UnscoredLimited · 15
$7,990180,485 mi

Comparison: 15 similar vehicles

Monroeville, AL

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Camden, AL

UnscoredModerate · 21
$8,995282,000 mi

Comparison: 21 similar vehicles

Camden, AL

2016 Ford Expedition XL

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

2016 Ford Expedition XL

Monroeville, AL

UnscoredInsufficient · 0
$9,995148,707 mi

Monroeville, AL

No Photo

2015 Ford Escape SE

Chatom, AL

Fair PriceModerate · 40
$9,99592,416 mi

Market: $3,990 – $12,395

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Chatom, AL

2013 Cadillac Escalade Luxury

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

2013 Cadillac Escalade Luxury

Thomasville, AL

UnscoredInsufficient · 0
$9,995198,192 mi

Thomasville, AL

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Grove Hill, AL

UnscoredLimited · 19
$10,575143,281 mi

Comparison: 19 similar vehicles

Grove Hill, AL

2018 Ford Escape SE

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

2018 Ford Escape SE

Grove Hill, AL

Fair PriceModerate · 45
$11,392112,402 mi

Market: $4,500 – $14,995

Comparison: 45 similar vehicles

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

Grove Hill, AL

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Jackson, AL

UnscoredRobust · 64
$11,500145,414 mi

Comparison: 64 similar vehicles

Jackson, AL

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

Jackson, AL

Fair PriceLimited · 14
$11,889112,038 mi

Market: $11,574 – $18,295

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Jackson, AL

2015 Cadillac Escalade ESV Luxury

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

2015 Cadillac Escalade ESV Luxury

Grove Hill, AL

UnscoredLimited · 6
$11,897166,538 mi

Comparison: 6 similar vehicles

Grove Hill, AL

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Grove Hill, AL

UnscoredInsufficient · 0
$13,39795,789 mi

Grove Hill, AL

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Jackson, AL

UnscoredLimited · 7
$13,606140,001 mi

Comparison: 7 similar vehicles

Jackson, AL

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Grove Hill, AL

UnscoredLimited · 8
$13,685116,954 mi

Comparison: 8 similar vehicles

Grove Hill, AL

2020 Nissan Kicks SR

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

2020 Nissan Kicks SR

Thomasville, AL

Fair PriceLimited · 12
$13,900100,749 mi

Market: $10,051 – $16,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Thomasville, AL

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Thomasville, AL

UnscoredRobust · 63
$13,900121,739 mi

Comparison: 63 similar vehicles

Thomasville, AL

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Thomasville, AL

UnscoredLimited · 13
$13,900165,220 mi

Comparison: 13 similar vehicles

Thomasville, AL

2017 Honda Pilot EX

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

2017 Honda Pilot EX

Thomasville, AL

UnscoredInsufficient · 0
$13,900143,713 mi

Thomasville, AL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Jackson, AL

Fair PriceRobust · 81
$14,606105,875 mi

Market: $4,995 – $20,995

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Jackson, AL

2019 Nissan Rogue S

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

2019 Nissan Rogue S

Grove Hill, AL

Fair PriceModerate · 26
$14,89792,039 mi

Market: $7,900 – $16,990

Comparison: 26 similar vehicles

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

Grove Hill, AL

2019 Nissan Murano S

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

2019 Nissan Murano S

Grove Hill, AL

UnscoredInsufficient · 3
$14,89784,992 mi

Comparison: 3 similar vehicles

Grove Hill, AL

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Thomasville, AL

UnscoredLimited · 5
$14,90064,335 mi

Comparison: 5 similar vehicles

Thomasville, AL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Thomasville, AL

Fair PriceRobust · 101
$14,900111,069 mi

Market: $5,000 – $18,995

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 403 days listed (based on current market benchmarks)

Thomasville, AL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Thomasville, AL

UnscoredRobust · 124
$14,900121,962 mi

Comparison: 124 similar vehicles

Thomasville, AL

2010 Jeep Wrangler Unlimited Rubicon

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

2010 Jeep Wrangler Unlimited Rubicon

Thomasville, AL

UnscoredInsufficient · 0
$14,900199,442 mi

Thomasville, AL

2021 Jeep Compass Latitude

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

2021 Jeep Compass Latitude

Jackson, AL

Fair PriceLimited · 11
$15,606100,187 mi

Market: $12,250 – $16,998

Comparison: 11 similar vehicles

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

Jackson, AL

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Jackson, AL

Fair PriceModerate · 21
$15,60676,123 mi

Market: $11,800 – $16,500

Comparison: 21 similar vehicles

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

Jackson, AL

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Grove Hill, AL

Fair PriceLimited · 11
$15,89664,841 mi

Market: $15,900 – $20,130

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 160 days listed (based on current market benchmarks)

Grove Hill, AL

2006 Jeep Wrangler Rubicon

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

2006 Jeep Wrangler Rubicon

Grove Hill, AL

UnscoredInsufficient · 0
$15,89779,113 mi

Grove Hill, AL

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Thomasville, AL

Fair PriceLimited · 16
$15,967114,266 mi

Market: $7,980 – $18,998

Comparison: 16 similar vehicles

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

Thomasville, AL

2020 BMW X3 30i

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

2020 BMW X3 30i

Monroeville, AL

UnscoredRobust · 58
$16,000134,923 mi

Comparison: 58 similar vehicles

Monroeville, AL

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Jackson, AL

UnscoredLimited · 9
$16,606119,523 mi

Comparison: 9 similar vehicles

Jackson, AL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Jackson, AL

Fair PriceRobust · 96
$16,60674,371 mi

Market: $5,000 – $18,995

Comparison: 96 similar vehicles

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

Jackson, AL

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Jackson, AL

UnscoredModerate · 43
$16,606158,870 mi

Comparison: 43 similar vehicles

Jackson, AL

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Grove Hill, AL

Fair PriceRobust · 65
$16,647105,992 mi

Market: $5,000 – $18,313

Comparison: 65 similar vehicles

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

Grove Hill, AL

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Grove Hill, AL

UnscoredInsufficient · 0
$16,89285,335 mi

Grove Hill, AL

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Grove Hill, AL

UnscoredInsufficient · 3
$16,892116,656 mi

Comparison: 3 similar vehicles

Grove Hill, AL

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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