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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

118 listings found

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Gulfport, MS

UnscoredInsufficient · 0
$5,995155,398 mi

Gulfport, MS

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Tishomingo, MS

UnscoredLimited · 9
$6,450245,741 mi

Comparison: 9 similar vehicles

Tishomingo, MS

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Olive Branch, MS

UnscoredInsufficient · 0
$6,500164,788 mi

Olive Branch, MS

2017 Kia Niro EX

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

2017 Kia Niro EX

Long Beach, MS

UnscoredInsufficient · 0
$7,599190,770 mi

Long Beach, MS

2010 Toyota Prius I

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

2010 Toyota Prius I

Ocean Springs, MS

UnscoredInsufficient · 0
$8,995Mileage not verified

Ocean Springs, MS

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Gautier, MS

UnscoredInsufficient · 0
$8,99556,421 mi

Gautier, MS

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Tupelo, MS

UnscoredInsufficient · 0
$9,450250,573 mi

Tupelo, MS

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Batesville, MS

UnscoredInsufficient · 0
$10,900128,362 mi

Batesville, MS

2022 Honda Insight EX

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

2022 Honda Insight EX

Hattiesburg, MS

UnscoredInsufficient · 0
$13,085159,101 mi

Hattiesburg, MS

2017 Ford Fusion Hybrid Titanium

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

2017 Ford Fusion Hybrid Titanium

Picayune, MS

UnscoredInsufficient · 0
$13,975102,693 mi

Picayune, MS

2017 Ford Fusion Hybrid Platinum

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

2017 Ford Fusion Hybrid Platinum

Laurel, MS

UnscoredInsufficient · 0
$14,999143,980 mi

Laurel, MS

2020 Kia Niro EX

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

2020 Kia Niro EX

New Albany, MS

UnscoredInsufficient · 0
$17,48820,149 mi

New Albany, MS

2019 Ford Fusion Hybrid SEL

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

2019 Ford Fusion Hybrid SEL

Laurel, MS

UnscoredInsufficient · 0
$17,70099,805 mi

Laurel, MS

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Pearl, MS

UnscoredInsufficient · 0
$19,95056,832 mi

Pearl, MS

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Jackson, MS

UnscoredInsufficient · 0
$20,99838,415 mi

Jackson, MS

2021 Kia Niro LXS

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

2021 Kia Niro LXS

Jackson, MS

UnscoredInsufficient · 0
$20,99843,817 mi

Jackson, MS

2019 Toyota Prius Limited

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

2019 Toyota Prius Limited

Oxford, MS

UnscoredInsufficient · 0
$21,70182,846 mi

Oxford, MS

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Iuka, MS

Fair PriceModerate · 24
$21,92364,776 mi

Market: $17,898 – $24,488

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Iuka, MS

2015 Hyundai Sonata Hybrid Limited

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

2015 Hyundai Sonata Hybrid Limited

D'Iberville, MS

UnscoredInsufficient · 0
$21,99539,863 mi

D'Iberville, MS

2025 Kia Niro LX

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

2025 Kia Niro LX

Gulfport, MS

UnscoredLimited · 15
$22,99824,634 mi

Comparison: 15 similar vehicles

Gulfport, MS

2025 Kia Niro LX

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

2025 Kia Niro LX

Natchez, MS

UnscoredInsufficient · 0
$23,32437,014 mi

Natchez, MS

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

Grenada, MS

UnscoredInsufficient · 0
$23,52659,385 mi

Grenada, MS

2025 Kia Niro LX

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

2025 Kia Niro LX

Natchez, MS

UnscoredLimited · 7
$23,85040,978 mi

Comparison: 7 similar vehicles

Natchez, MS

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

Starkville, MS

UnscoredInsufficient · 3
$23,90029,521 mi

Comparison: 3 similar vehicles

Starkville, MS

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

Laurel, MS

UnscoredLimited · 6
$23,99554,390 mi

Comparison: 6 similar vehicles

Laurel, MS

2025 Kia Niro LX

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

2025 Kia Niro LX

Natchez, MS

UnscoredInsufficient · 0
$24,32433,177 mi

Natchez, MS

2025 Kia Niro LX

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

2025 Kia Niro LX

Natchez, MS

UnscoredInsufficient · 0
$24,32433,306 mi

Natchez, MS

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

Natchez, MS

UnscoredInsufficient · 0
$24,77711,737 mi

Natchez, MS

2021 Toyota Prius Prime Limited

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

2021 Toyota Prius Prime Limited

Madison, MS

UnscoredInsufficient · 0
$25,50057,763 mi

Madison, MS

2022 Honda Insight Touring

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

2022 Honda Insight Touring

Jackson, MS

UnscoredInsufficient · 0
$26,23854,862 mi

Jackson, MS

2025 Hyundai Sonata Hybrid SEL

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

2025 Hyundai Sonata Hybrid SEL

Gulfport, MS

UnscoredInsufficient · 0
$26,62623,316 mi

Gulfport, MS

2025 Hyundai Sonata Hybrid SEL

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

2025 Hyundai Sonata Hybrid SEL

Natchez, MS

UnscoredInsufficient · 0
$26,74529,633 mi

Natchez, MS

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Jackson, MS

Fair PriceLimited · 15
$26,99831,867 mi

Market: $25,975 – $28,450

Comparison: 15 similar vehicles

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

Jackson, MS

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Jackson, MS

Fair PriceLimited · 15
$26,99830,793 mi

Market: $25,975 – $28,450

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Jackson, MS

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Jackson, MS

UnscoredInsufficient · 0
$26,99827,465 mi

Jackson, MS

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Batesville, MS

UnscoredLimited · 8
$26,999Mileage not verified

Comparison: 8 similar vehicles

Batesville, MS

2025 Hyundai Sonata Hybrid SEL

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

2025 Hyundai Sonata Hybrid SEL

Batesville, MS

UnscoredInsufficient · 0
$27,42014,680 mi

Batesville, MS

2025 Hyundai Sonata Hybrid Limited

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

2025 Hyundai Sonata Hybrid Limited

Starkville, MS

UnscoredInsufficient · 0
$27,90070,317 mi

Starkville, MS

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

Meridian, MS

UnscoredLimited · 5
$27,99561,408 mi

Comparison: 5 similar vehicles

Meridian, MS

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Saltillo, MS

Fair PriceModerate · 26
$27,99831,648 mi

Market: $24,686 – $31,668

Comparison: 26 similar vehicles

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

Saltillo, MS

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Jackson, MS

Fair PriceLimited · 15
$27,99831,134 mi

Market: $25,975 – $28,450

Comparison: 15 similar vehicles

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

Jackson, MS

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Greenville, MS

Fair PriceLimited · 15
$28,35526,623 mi

Market: $26,629 – $29,499

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Greenville, MS

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Starkville, MS

UnscoredInsufficient · 4
$28,531Mileage not verified

Comparison: 4 similar vehicles

Starkville, MS

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Starkville, MS

UnscoredInsufficient · 4
$28,531Mileage not verified

Comparison: 4 similar vehicles

Starkville, MS

2025 Hyundai Sonata Hybrid SEL

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

2025 Hyundai Sonata Hybrid SEL

Columbus, MS

UnscoredInsufficient · 0
$28,849Mileage not verified

Columbus, MS

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Hattiesburg, MS

UnscoredInsufficient · 0
$28,99947,728 mi

Hattiesburg, MS

2024 Hyundai Sonata Hybrid Limited

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

2024 Hyundai Sonata Hybrid Limited

Oxford, MS

UnscoredInsufficient · 0
$29,12623,789 mi

Oxford, MS

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Ridgeland, MS

UnscoredInsufficient · 0
$29,72510,255 mi

Ridgeland, MS

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Ridgeland, MS

UnscoredLimited · 8
$29,915250 mi

Comparison: 8 similar vehicles

Ridgeland, MS

2026 Toyota Prius LE

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

2026 Toyota Prius LE

Gulfport, MS

UnscoredInsufficient · 0
$29,9988,423 mi

Gulfport, 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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