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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 23, 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

103 listings found

2005 Honda Accord EX

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

2005 Honda Accord EX

Memphis, TN

UnscoredInsufficient · 0
$5,300217,893 mi

Memphis, TN

No Photo

2010 Honda Accord EX

Olive Branch, MS

UnscoredInsufficient · 0
$5,500193,494 mi

Olive Branch, MS

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Olive Branch, MS

UnscoredInsufficient · 3
$5,900235,000 mi

Comparison: 3 similar vehicles

Olive Branch, MS

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Southaven, MS

UnscoredInsufficient · 4
$6,280150,908 mi

Comparison: 4 similar vehicles

Southaven, MS

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Senatobia, MS

UnscoredLimited · 10
$9,500162,594 mi

Comparison: 10 similar vehicles

Senatobia, MS

2014 Scion tC Base

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

2014 Scion tC Base

Memphis, TN

UnscoredInsufficient · 0
$9,858104,840 mi

Memphis, TN

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Oxford, MS

UnscoredModerate · 20
$12,605159,119 mi

Comparison: 20 similar vehicles

Oxford, MS

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Oxford, MS

Fair PriceLimited · 11
$12,995119,207 mi

Market: $10,984 – $18,417

Comparison: 11 similar vehicles

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

Oxford, MS

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Southaven, MS

UnscoredInsufficient · 0
$13,175130,118 mi

Southaven, MS

2016 Scion tC Base

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

2016 Scion tC Base

Memphis, TN

UnscoredInsufficient · 0
$13,458120,647 mi

Memphis, TN

2016 Honda Accord EX-L V-6

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

2016 Honda Accord EX-L V-6

Olive Branch, MS

UnscoredLimited · 6
$14,389124,177 mi

Comparison: 6 similar vehicles

Olive Branch, MS

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Oxford, MS

UnscoredInsufficient · 0
$14,870134,814 mi

Oxford, MS

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Olive Branch, MS

UnscoredInsufficient · 4
$15,556115,301 mi

Comparison: 4 similar vehicles

Olive Branch, MS

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Holly Springs, MS

UnscoredInsufficient · 3
$15,90097,835 mi

Comparison: 3 similar vehicles

Holly Springs, MS

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Tunica, MS

UnscoredInsufficient · 0
$17,950147,872 mi

Tunica, MS

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Olive Branch, MS

UnscoredLimited · 7
$19,424108,012 mi

Comparison: 7 similar vehicles

Olive Branch, MS

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Olive Branch, MS

Fair PriceModerate · 23
$19,50087,183 mi

Market: $14,887 – $22,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Olive Branch, MS

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Southaven, MS

UnscoredInsufficient · 0
$20,41546,797 mi

Southaven, MS

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Oxford, MS

OverpricedLimited · 12
$21,870108,536 mi

Market: $11,989 – $15,995

Comparison: 12 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Oxford, MS

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Southaven, MS

Fair PriceModerate · 27
$22,42087,109 mi

Market: $17,995 – $25,628

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Southaven, MS

2019 Lexus RC 300

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

2019 Lexus RC 300

Memphis, TN

UnscoredInsufficient · 0
$22,950110,948 mi

Memphis, TN

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Batesville, MS

UnscoredInsufficient · 0
$23,33635,823 mi

Batesville, MS

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Memphis, TN

UnscoredInsufficient · 0
$23,85053,052 mi

Memphis, TN

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Grenada, MS

UnscoredInsufficient · 0
$23,86853,128 mi

Grenada, MS

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Olive Branch, MS

UnscoredLimited · 5
$23,90035,508 mi

Comparison: 5 similar vehicles

Olive Branch, MS

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Hernando, MS

UnscoredInsufficient · 0
$23,92545,725 mi

Hernando, MS

2019 Mercedes-Benz C-Class Coupe C300

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

2019 Mercedes-Benz C-Class Coupe C300

Memphis, TN

UnscoredInsufficient · 0
$24,95046,324 mi

Memphis, TN

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Southaven, MS

UnscoredLimited · 7
$24,96975,059 mi

Comparison: 7 similar vehicles

Southaven, MS

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Batesville, MS

UnscoredLimited · 8
$25,99753,998 mi

Comparison: 8 similar vehicles

Batesville, MS

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

Olive Branch, MS

UnscoredInsufficient · 0
$28,00726,548 mi

Olive Branch, MS

2023 Ford Mustang EcoBoost

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

2023 Ford Mustang EcoBoost

Southaven, MS

UnscoredInsufficient · 0
$28,42027,916 mi

Southaven, MS

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Batesville, MS

UnscoredLimited · 6
$29,90037,625 mi

Comparison: 6 similar vehicles

Batesville, MS

2015 Ford Mustang GT

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

2015 Ford Mustang GT

Grenada, MS

UnscoredInsufficient · 0
$30,00076,291 mi

Grenada, MS

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Olive Branch, MS

UnscoredInsufficient · 0
$30,19010,982 mi

Olive Branch, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Olive Branch, MS

Fair PriceLimited · 12
$32,324Mileage not verified

Market: $33,078 – $41,290

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Olive Branch, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Olive Branch, MS

Fair PriceLimited · 12
$33,078Mileage not verified

Market: $32,324 – $41,290

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Olive Branch, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Grenada, MS

UnscoredInsufficient · 3
$33,410Mileage not verified

Comparison: 3 similar vehicles

Grenada, MS

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Southaven, MS

UnscoredLimited · 8
$33,41512,410 mi

Comparison: 8 similar vehicles

Southaven, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Olive Branch, MS

Fair PriceModerate · 32
$33,8507,903 mi

Market: $32,998 – $42,152

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Olive Branch, MS

2024 Toyota GR86 Trueno Edition

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

2024 Toyota GR86 Trueno Edition

Memphis, TN

UnscoredInsufficient · 0
$33,9528,712 mi

Memphis, TN

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Olive Branch, MS

UnscoredInsufficient · 3
$34,14141,904 mi

Comparison: 3 similar vehicles

Olive Branch, MS

2020 Ford Mustang GT Premium

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

2020 Ford Mustang GT Premium

Southaven, MS

UnscoredInsufficient · 4
$34,89356,672 mi

Comparison: 4 similar vehicles

Southaven, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Olive Branch, MS

Fair PriceLimited · 12
$35,250Mileage not verified

Market: $32,324 – $41,290

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Olive Branch, MS

2017 Chevrolet Corvette 1LT

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

2017 Chevrolet Corvette 1LT

Southaven, MS

UnscoredInsufficient · 0
$35,42590,799 mi

Southaven, MS

2022 Mercedes-Benz C-Class Coupe C 300

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

2022 Mercedes-Benz C-Class Coupe C 300

Memphis, TN

UnscoredInsufficient · 0
$35,45022,097 mi

Memphis, TN

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Oxford, MS

Fair PriceLimited · 11
$35,87035,232 mi

Market: $33,500 – $47,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Oxford, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Olive Branch, MS

UnscoredLimited · 7
$36,031Mileage not verified

Comparison: 7 similar vehicles

Olive Branch, MS

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Olive Branch, MS

UnscoredInsufficient · 0
$36,105Mileage not verified

Olive Branch, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Oxford, MS

Fair PriceRobust · 289
$36,268Mileage not verified

Market: $26,638 – $42,095

Comparison: 289 similar vehicles

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

Oxford, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Olive Branch, MS

Fair PriceLimited · 12
$37,679Mileage not verified

Market: $32,324 – $39,455

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Olive Branch, 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 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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