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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

144 listings found

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Detroit, MI

UnscoredLimited · 8
$4,900154,000 mi

Comparison: 8 similar vehicles

Detroit, MI

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Detroit, MI

UnscoredLimited · 5
$4,999162,199 mi

Comparison: 5 similar vehicles

Detroit, MI

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Detroit, MI

UnscoredLimited · 18
$5,500159,530 mi

Comparison: 18 similar vehicles

Detroit, MI

2010 Hyundai Elantra SE

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

2010 Hyundai Elantra SE

Detroit, MI

UnscoredInsufficient · 0
$5,500108,150 mi

Detroit, MI

2016 Hyundai Tucson Eco

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

2016 Hyundai Tucson Eco

Detroit, MI

UnscoredInsufficient · 0
$6,500121,356 mi

Detroit, MI

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Detroit, MI

Fair PriceLimited · 18
$6,997101,060 mi

Market: $5,500 – $13,895

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Detroit, MI

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Detroit, MI

UnscoredInsufficient · 3
$6,999166,031 mi

Comparison: 3 similar vehicles

Detroit, MI

2017 Hyundai Tucson Eco

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

2017 Hyundai Tucson Eco

Detroit, MI

UnscoredLimited · 6
$6,999101,293 mi

Comparison: 6 similar vehicles

Detroit, MI

2017 Hyundai Tucson Limited

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

2017 Hyundai Tucson Limited

Detroit, MI

UnscoredInsufficient · 3
$7,400145,744 mi

Comparison: 3 similar vehicles

Detroit, MI

2020 Hyundai Sonata SEL

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

2020 Hyundai Sonata SEL

Detroit, MI

UnscoredLimited · 8
$7,880212,283 mi

Comparison: 8 similar vehicles

Detroit, MI

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Detroit, MI

UnscoredInsufficient · 4
$7,995137,455 mi

Comparison: 4 similar vehicles

Detroit, MI

2018 Hyundai IONIQ Blue

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

2018 Hyundai IONIQ Blue

Detroit, MI

UnscoredInsufficient · 0
$7,995124,932 mi

Detroit, MI

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Detroit, MI

Salvage title
$8,90053,000 mi

Detroit, MI

2020 Hyundai IONIQ Blue

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

2020 Hyundai IONIQ Blue

Detroit, MI

UnscoredLimited · 9
$9,500118,758 mi

Comparison: 9 similar vehicles

Detroit, MI

2019 Hyundai Tucson SEL

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

2019 Hyundai Tucson SEL

Detroit, MI

UnscoredModerate · 21
$9,775142,047 mi

Comparison: 21 similar vehicles

Detroit, MI

2021 Hyundai IONIQ Blue

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

2021 Hyundai IONIQ Blue

Detroit, MI

UnscoredInsufficient · 0
$9,995100,305 mi

Detroit, MI

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Detroit, MI

UnscoredLimited · 6
$9,995151,188 mi

Comparison: 6 similar vehicles

Detroit, MI

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Detroit, MI

Salvage title
$9,99551,067 mi

Detroit, MI

2019 Hyundai Elantra Value Edition

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

2019 Hyundai Elantra Value Edition

Detroit, MI

UnscoredLimited · 11
$9,999123,048 mi

Comparison: 11 similar vehicles

Detroit, MI

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Detroit, MI

UnscoredModerate · 24
$10,303132,619 mi

Comparison: 24 similar vehicles

Detroit, MI

2019 Hyundai Santa Fe SEL

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

2019 Hyundai Santa Fe SEL

Detroit, MI

UnscoredModerate · 45
$10,995146,635 mi

Comparison: 45 similar vehicles

Detroit, MI

2019 Hyundai Kona Limited

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

2019 Hyundai Kona Limited

Detroit, MI

Salvage title
$10,99590,587 mi

Detroit, MI

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Detroit, MI

Fair PriceModerate · 24
$10,99580,226 mi

Market: $7,314 – $13,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 731 days listed (based on current market benchmarks)

Detroit, MI

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Detroit, MI

UnscoredLimited · 7
$11,00095,124 mi

Comparison: 7 similar vehicles

Detroit, MI

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Detroit, MI

UnscoredInsufficient · 0
$11,50032,711 mi

Detroit, MI

2019 Hyundai Ioniq Blue

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

2019 Hyundai Ioniq Blue

Detroit, MI

UnscoredInsufficient · 3
$11,50077,044 mi

Comparison: 3 similar vehicles

Detroit, MI

2019 Hyundai Ioniq Blue

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

2019 Hyundai Ioniq Blue

Detroit, MI

UnscoredInsufficient · 4
$11,50073,363 mi

Comparison: 4 similar vehicles

Detroit, MI

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Detroit, MI

Fair PriceModerate · 25
$11,699101,483 mi

Market: $6,500 – $17,395

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Detroit, MI

2020 Hyundai IONIQ Blue

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

2020 Hyundai IONIQ Blue

Detroit, MI

UnscoredLimited · 9
$11,99580,606 mi

Comparison: 9 similar vehicles

Detroit, MI

2016 Hyundai Genesis Base

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

2016 Hyundai Genesis Base

Detroit, MI

UnscoredInsufficient · 4
$11,999125,075 mi

Comparison: 4 similar vehicles

Detroit, MI

2019 Hyundai Santa Fe Limited

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

2019 Hyundai Santa Fe Limited

Detroit, MI

Great DealModerate · 26
$12,825116,163 mi

Market: $13,705 – $18,154

Comparison: 26 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

Detroit, MI

2020 Hyundai IONIQ Blue

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

2020 Hyundai IONIQ Blue

Detroit, MI

UnscoredLimited · 9
$12,99570,422 mi

Comparison: 9 similar vehicles

Detroit, MI

2020 Hyundai IONIQ Blue

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

2020 Hyundai IONIQ Blue

Detroit, MI

UnscoredLimited · 9
$12,99570,368 mi

Comparison: 9 similar vehicles

Detroit, MI

2018 Hyundai Tucson Limited

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

2018 Hyundai Tucson Limited

Detroit, MI

UnscoredLimited · 5
$12,99596,973 mi

Comparison: 5 similar vehicles

Detroit, MI

2018 Hyundai IONIQ Blue

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

2018 Hyundai IONIQ Blue

Detroit, MI

UnscoredInsufficient · 0
$12,99557,663 mi

Detroit, MI

2020 Hyundai IONIQ Blue

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

2020 Hyundai IONIQ Blue

Detroit, MI

UnscoredLimited · 9
$13,00070,844 mi

Comparison: 9 similar vehicles

Detroit, MI

2020 Hyundai Kona SE

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

2020 Hyundai Kona SE

Detroit, MI

UnscoredLimited · 7
$13,25085,382 mi

Comparison: 7 similar vehicles

Detroit, MI

2019 Hyundai Ioniq Blue

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

2019 Hyundai Ioniq Blue

Detroit, MI

UnscoredInsufficient · 0
$13,50047,585 mi

Detroit, MI

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Detroit, MI

OverpricedModerate · 23
$13,99998,654 mi

Market: $7,314 – $12,995

Comparison: 23 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Detroit, MI

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Detroit, MI

UnscoredLimited · 5
$13,999106,052 mi

Comparison: 5 similar vehicles

Detroit, MI

2017 Hyundai Tucson SE Plus

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

2017 Hyundai Tucson SE Plus

Detroit, MI

UnscoredInsufficient · 3
$14,18882,750 mi

Comparison: 3 similar vehicles

Detroit, MI

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Detroit, MI

UnscoredInsufficient · 0
$14,50046,041 mi

Detroit, MI

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

Detroit, MI

UnscoredInsufficient · 0
$14,50224,000 mi

Detroit, MI

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Detroit, MI

UnscoredLimited · 9
$14,99596,640 mi

Comparison: 9 similar vehicles

Detroit, MI

2017 Hyundai Santa Fe SE Ultimate

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

2017 Hyundai Santa Fe SE Ultimate

Detroit, MI

UnscoredInsufficient · 3
$14,999117,000 mi

Comparison: 3 similar vehicles

Detroit, MI

2018 Hyundai Kona Limited

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

2018 Hyundai Kona Limited

Detroit, MI

UnscoredInsufficient · 4
$15,24360,245 mi

Comparison: 4 similar vehicles

Detroit, MI

2016 Hyundai Genesis Base

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

2016 Hyundai Genesis Base

Detroit, MI

UnscoredInsufficient · 0
$15,39556,237 mi

Detroit, MI

2023 Hyundai Kona SE

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

2023 Hyundai Kona SE

Detroit, MI

UnscoredInsufficient · 3
$16,41954,429 mi

Comparison: 3 similar vehicles

Detroit, MI

2020 Hyundai Tucson Sport

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

2020 Hyundai Tucson Sport

Detroit, MI

Fair PriceLimited · 15
$16,51865,371 mi

Market: $14,988 – $18,037

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Detroit, MI

2021 Hyundai Palisade SEL

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

2021 Hyundai Palisade SEL

Detroit, MI

UnscoredLimited · 5
$16,980127,955 mi

Comparison: 5 similar vehicles

Detroit, MI

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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