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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

167 listings found

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Yuma, CO

UnscoredLimited · 5
$4,556241,142 mi

Comparison: 5 similar vehicles

Yuma, CO

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Yuma, CO

UnscoredLimited · 5
$4,995177,919 mi

Comparison: 5 similar vehicles

Yuma, CO

2017 Jeep Patriot Sport SE

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

2017 Jeep Patriot Sport SE

Yuma, CO

UnscoredInsufficient · 0
$4,998156,788 mi

Yuma, CO

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Yuma, CO

UnscoredInsufficient · 0
$5,799131,081 mi

Yuma, CO

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Yuma, CO

UnscoredInsufficient · 0
$6,949133,422 mi

Yuma, CO

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Yuma, CO

UnscoredLimited · 13
$7,49868,930 mi

Comparison: 13 similar vehicles

Yuma, CO

2002 Buick Rendezvous AWD CX

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

2002 Buick Rendezvous AWD CX

Akron, CO

UnscoredInsufficient · 0
$7,995103,842 mi

Akron, CO

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Yuma, CO

UnscoredModerate · 23
$8,994127,732 mi

Comparison: 23 similar vehicles

Yuma, CO

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Akron, CO

Fair PriceModerate · 26
$8,99576,782 mi

Market: $7,900 – $14,295

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Akron, CO

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Akron, CO

UnscoredInsufficient · 3
$9,749121,506 mi

Comparison: 3 similar vehicles

Akron, CO

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Akron, CO

UnscoredInsufficient · 0
$9,995135,024 mi

Akron, CO

2019 Chevrolet Blazer 3LT

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

2019 Chevrolet Blazer 3LT

Yuma, CO

UnscoredInsufficient · 4
$10,595182,961 mi

Comparison: 4 similar vehicles

Yuma, CO

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Yuma, CO

UnscoredLimited · 17
$11,077123,344 mi

Comparison: 17 similar vehicles

Yuma, CO

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Akron, CO

UnscoredInsufficient · 0
$12,99581,197 mi

Akron, CO

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Akron, CO

UnscoredInsufficient · 3
$12,99573,774 mi

Comparison: 3 similar vehicles

Akron, CO

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Yuma, CO

Fair PriceLimited · 19
$12,99781,700 mi

Market: $8,950 – $19,499

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Yuma, CO

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Akron, CO

UnscoredInsufficient · 0
$13,249109,195 mi

Akron, CO

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Akron, CO

UnscoredInsufficient · 3
$13,495113,820 mi

Comparison: 3 similar vehicles

Akron, CO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Akron, CO

OverpricedLimited · 16
$13,74974,437 mi

Market: $6,999 – $12,551

Comparison: 16 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, CO

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Yuma, CO

UnscoredInsufficient · 3
$13,79591,934 mi

Comparison: 3 similar vehicles

Yuma, CO

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Akron, CO

UnscoredLimited · 6
$13,99581,168 mi

Comparison: 6 similar vehicles

Akron, CO

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Yuma, CO

Salvage title
$14,99858,673 mi

Yuma, CO

2022 Honda HR-V LX

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

2022 Honda HR-V LX

Akron, CO

UnscoredInsufficient · 0
$15,249119,729 mi

Akron, CO

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

Akron, CO

UnscoredModerate · 23
$15,495125,195 mi

Comparison: 23 similar vehicles

Akron, CO

2022 Ford Escape SE

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

2022 Ford Escape SE

Yuma, CO

Fair PriceModerate · 21
$16,28971,729 mi

Market: $9,896 – $20,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Yuma, CO

2012 Chevrolet Tahoe LS

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

2012 Chevrolet Tahoe LS

Akron, CO

UnscoredInsufficient · 0
$16,74975,768 mi

Akron, CO

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Yuma, CO

UnscoredInsufficient · 3
$17,28854,492 mi

Comparison: 3 similar vehicles

Yuma, CO

2020 Hyundai Palisade SEL

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

2020 Hyundai Palisade SEL

Yuma, CO

Fair PriceModerate · 39
$17,943106,021 mi

Market: $18,070 – $23,688

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 112 days listed (based on current market benchmarks)

Yuma, CO

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Yuma, CO

UnscoredLimited · 5
$17,99057,994 mi

Comparison: 5 similar vehicles

Yuma, CO

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Yuma, CO

UnscoredInsufficient · 4
$18,26164,829 mi

Comparison: 4 similar vehicles

Yuma, CO

2024 Kia Seltos LX

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

2024 Kia Seltos LX

Yuma, CO

UnscoredInsufficient · 0
$18,37632,739 mi

Yuma, CO

2018 Buick Envision Essence

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

2018 Buick Envision Essence

Akron, CO

UnscoredInsufficient · 0
$18,49566,690 mi

Akron, CO

2023 Ford Escape Active

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

2023 Ford Escape Active

Yuma, CO

UnscoredLimited · 8
$18,75357,801 mi

Comparison: 8 similar vehicles

Yuma, CO

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Yuma, CO

Great DealLimited · 12
$18,99720,637 mi

Market: $19,594 – $20,844

Comparison: 12 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Yuma, CO

2022 BMW X2 28i

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

2022 BMW X2 28i

Yuma, CO

UnscoredInsufficient · 0
$19,16552,810 mi

Yuma, CO

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Yuma, CO

Fair PriceLimited · 12
$19,59426,183 mi

Market: $18,997 – $20,844

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Yuma, CO

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Yuma, CO

Fair PriceLimited · 12
$19,59622,081 mi

Market: $18,997 – $20,842

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Yuma, CO

2023 Hyundai Kona EV SE

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

2023 Hyundai Kona EV SE

Yuma, CO

UnscoredInsufficient · 0
$19,59629,498 mi

Yuma, CO

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Yuma, CO

Fair PriceModerate · 26
$19,97590,670 mi

Market: $12,950 – $23,515

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Yuma, CO

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Akron, CO

OverpricedLimited · 15
$19,99588,445 mi

Market: $10,995 – $19,821

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, CO

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Yuma, CO

UnscoredLimited · 5
$19,99637,445 mi

Comparison: 5 similar vehicles

Yuma, CO

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Yuma, CO

UnscoredLimited · 9
$19,99716,302 mi

Comparison: 9 similar vehicles

Yuma, CO

2023 Hyundai Tucson Blue

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

2023 Hyundai Tucson Blue

Yuma, CO

UnscoredInsufficient · 0
$19,99897,828 mi

Yuma, CO

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Yuma, CO

UnscoredInsufficient · 4
$20,29487,875 mi

Comparison: 4 similar vehicles

Yuma, CO

2023 Volkswagen Taos SEL

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

2023 Volkswagen Taos SEL

Yuma, CO

UnscoredInsufficient · 0
$20,29842,063 mi

Yuma, CO

2022 Chevrolet Traverse 1LT

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

2022 Chevrolet Traverse 1LT

Yuma, CO

UnscoredInsufficient · 4
$20,49688,890 mi

Comparison: 4 similar vehicles

Yuma, CO

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Yuma, CO

UnscoredLimited · 9
$20,94614,322 mi

Comparison: 9 similar vehicles

Yuma, CO

2021 Volkswagen Atlas SEL

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

2021 Volkswagen Atlas SEL

Yuma, CO

UnscoredLimited · 18
$21,30298,567 mi

Comparison: 18 similar vehicles

Yuma, CO

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Akron, CO

UnscoredLimited · 8
$21,49598,589 mi

Comparison: 8 similar vehicles

Akron, CO

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Yuma, CO

UnscoredLimited · 6
$21,60763,125 mi

Comparison: 6 similar vehicles

Yuma, CO

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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