Skip to main content
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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

479 listings found

2010 Honda Civic EX

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

2010 Honda Civic EX

Cleveland, MS

UnscoredInsufficient · 0
$4,420395,328 mi

Cleveland, MS

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Cleveland, MS

UnscoredInsufficient · 4
$6,50091,886 mi

Comparison: 4 similar vehicles

Cleveland, MS

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Cleveland, MS

UnscoredInsufficient · 4
$6,955204,723 mi

Comparison: 4 similar vehicles

Cleveland, MS

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Cleveland, MS

Unscored
$7,215265,000 mi

Comparison: 7 similar vehicles

Cleveland, MS

2011 Nissan Altima S

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

2011 Nissan Altima S

Cleveland, MS

Unscored
$8,419147,569 mi

Comparison: 6 similar vehicles

Cleveland, MS

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Cleveland, MS

UnscoredInsufficient · 0
$8,419208,515 mi

Cleveland, MS

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Cleveland, MS

Unscored
$9,315127,678 mi

Comparison: 9 similar vehicles

Cleveland, MS

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Cleveland, MS

Fair PriceModerate · 28
$10,420118,380 mi

Market: $3,995 – $12,629

Comparison: 28 similar vehicles

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

Cleveland, MS

2009 Honda Accord EX

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

2009 Honda Accord EX

Cleveland, MS

Unscored
$10,423129,688 mi

Comparison: 5 similar vehicles

Cleveland, MS

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Cleveland, MS

UnscoredInsufficient · 0
$10,424179,761 mi

Cleveland, MS

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Cleveland, MS

UnscoredInsufficient · 3
$11,157171,596 mi

Comparison: 3 similar vehicles

Cleveland, MS

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Cleveland, MS

UnscoredInsufficient · 0
$11,995142,970 mi

Cleveland, MS

2015 Toyota 4Runner Limited

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

2015 Toyota 4Runner Limited

Cleveland, MS

Unscored
$12,849257,202 mi

Comparison: 10 similar vehicles

Cleveland, MS

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Cleveland, MS

Unscored
$13,420103,742 mi

Comparison: 5 similar vehicles

Cleveland, MS

2017 Nissan Armada SL

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

2017 Nissan Armada SL

Cleveland, MS

Unscored
$13,425132,483 mi

Comparison: 7 similar vehicles

Cleveland, MS

2012 Jeep Grand Cherokee Overland Summit

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

2012 Jeep Grand Cherokee Overland Summit

Cleveland, MS

UnscoredInsufficient · 0
$13,483133,055 mi

Cleveland, MS

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Cleveland, MS

UnscoredInsufficient · 0
$13,572128,067 mi

Cleveland, MS

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Cleveland, MS

Fair PriceRobust · 70
$14,355113,000 mi

Market: $8,000 – $18,995

Comparison: 70 similar vehicles

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

Cleveland, MS

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Cleveland, MS

Unscored
$14,415194,677 mi

Comparison: 13 similar vehicles

Cleveland, MS

2023 Nissan Sentra S

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

2023 Nissan Sentra S

Cleveland, MS

Unscored
$14,546139,689 mi

Comparison: 13 similar vehicles

Cleveland, MS

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Cleveland, MS

Unscored
$15,373175,884 mi

Comparison: 5 similar vehicles

Cleveland, MS

2022 Nissan Sentra SR

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

2022 Nissan Sentra SR

Cleveland, MS

Unscored
$15,424111,192 mi

Comparison: 11 similar vehicles

Cleveland, MS

2019 Ford Escape SE

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

2019 Ford Escape SE

Cleveland, MS

UnscoredInsufficient · 0
$15,59939,859 mi

Cleveland, MS

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Cleveland, MS

Fair PriceLimited · 11
$15,725110,945 mi

Market: $16,073 – $22,189

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Cleveland, MS

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Cleveland, MS

Fair PriceLimited · 15
$15,72678,767 mi

Market: $6,207 – $15,990

Comparison: 15 similar vehicles

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

Cleveland, MS

2019 Nissan Altima S

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

2019 Nissan Altima S

Cleveland, MS

Fair PriceModerate · 35
$15,743107,884 mi

Market: $7,920 – $16,999

Comparison: 35 similar vehicles

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

Cleveland, MS

2019 Honda HR-V Touring

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

2019 Honda HR-V Touring

Cleveland, MS

UnscoredInsufficient · 0
$15,919140,128 mi

Cleveland, MS

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Cleveland, MS

Fair PriceLimited · 11
$16,073111,467 mi

Market: $15,725 – $22,189

Comparison: 11 similar vehicles

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

Cleveland, MS

2019 Nissan Murano SL

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

2019 Nissan Murano SL

Cleveland, MS

UnscoredInsufficient · 4
$16,420129,571 mi

Comparison: 4 similar vehicles

Cleveland, MS

2018 Honda Civic LX

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

2018 Honda Civic LX

Cleveland, MS

Fair PriceLimited · 14
$16,42088,911 mi

Market: $10,950 – $17,590

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Cleveland, MS

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

Cleveland, MS

Unscored
$16,603144,163 mi

Comparison: 9 similar vehicles

Cleveland, MS

2021 Hyundai Sonata SEL Plus

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

2021 Hyundai Sonata SEL Plus

Cleveland, MS

Fair PriceLimited · 10
$16,636114,351 mi

Market: $15,995 – $20,988

Comparison: 10 similar vehicles

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

Cleveland, MS

2017 INFINITI QX50 Base

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

2017 INFINITI QX50 Base

Cleveland, MS

UnscoredInsufficient · 4
$16,92681,343 mi

Comparison: 4 similar vehicles

Cleveland, MS

2014 Lexus ES 350

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

2014 Lexus ES 350

Cleveland, MS

UnscoredInsufficient · 3
$17,405100,829 mi

Comparison: 3 similar vehicles

Cleveland, MS

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Cleveland, MS

Unscored
$17,415106,960 mi

Comparison: 8 similar vehicles

Cleveland, MS

2016 GMC Yukon XL SLT

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

2016 GMC Yukon XL SLT

Cleveland, MS

UnscoredInsufficient · 4
$17,415148,305 mi

Comparison: 4 similar vehicles

Cleveland, MS

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Cleveland, MS

Unscored
$17,842104,168 mi

Comparison: 7 similar vehicles

Cleveland, MS

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

Cleveland, MS

Unscored
$17,930133,838 mi

Comparison: 29 similar vehicles

Cleveland, MS

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Cleveland, MS

Fair PriceRobust · 58
$18,00066,119 mi

Market: $15,995 – $24,225

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Cleveland, MS

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Cleveland, MS

Fair PriceRobust · 55
$18,00096,900 mi

Market: $13,479 – $21,895

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Cleveland, MS

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Cleveland, MS

Fair PriceLimited · 14
$18,141102,719 mi

Market: $9,605 – $19,295

Comparison: 14 similar vehicles

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

Cleveland, MS

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Cleveland, MS

UnscoredInsufficient · 0
$18,28522,325 mi

Cleveland, MS

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Cleveland, MS

Fair PriceModerate · 20
$18,46391,708 mi

Market: $9,000 – $21,220

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 277 days listed (based on current market benchmarks)

Cleveland, MS

2021 Mazda CX-5 Touring

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

2021 Mazda CX-5 Touring

Cleveland, MS

Unscored
$18,643120,264 mi

Comparison: 10 similar vehicles

Cleveland, MS

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Cleveland, MS

Unscored
$18,849150,955 mi

Comparison: 9 similar vehicles

Cleveland, MS

2023 Nissan Sentra SR

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

2023 Nissan Sentra SR

Cleveland, MS

UnscoredInsufficient · 0
$19,07854,671 mi

Cleveland, MS

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Cleveland, MS

Unscored
$19,118177,240 mi

Comparison: 41 similar vehicles

Cleveland, MS

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Cleveland, MS

Unscored
$19,143110,556 mi

Comparison: 98 similar vehicles

Cleveland, MS

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Cleveland, MS

Unscored
$19,20762,490 mi

Comparison: 7 similar vehicles

Cleveland, MS

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Cleveland, MS

Fair PriceModerate · 47
$19,42083,359 mi

Market: $11,995 – $22,915

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Cleveland, MS

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 recently 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.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.