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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

6M+

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

68 listings found

2007 Mercedes-Benz SLK-Class SLK280

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

2007 Mercedes-Benz SLK-Class SLK280

Evansville, IN

UnscoredInsufficient · 3
$5,998148,657 mi

Comparison: 3 similar vehicles

Evansville, IN

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Evansville, IN

UnscoredInsufficient · 0
$7,250226,999 mi

Evansville, IN

2005 Mercedes-Benz CLK-Class CLK500

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

2005 Mercedes-Benz CLK-Class CLK500

Evansville, IN

UnscoredInsufficient · 0
$7,451180,465 mi

Evansville, IN

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Evansville, IN

UnscoredInsufficient · 0
$8,45098,449 mi

Evansville, IN

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Evansville, IN

UnscoredLimited · 18
$10,250129,744 mi

Comparison: 18 similar vehicles

Evansville, IN

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Evansville, IN

UnscoredInsufficient · 4
$10,99875,069 mi

Comparison: 4 similar vehicles

Evansville, IN

2009 Mercedes-Benz SL-Class SL550

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

2009 Mercedes-Benz SL-Class SL550

Evansville, IN

OverpricedLimited · 11
$14,91780,297 mi

Market: $8,000 – $13,476

Comparison: 11 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Evansville, IN

1995 Mercedes-Benz E-Class

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

1995 Mercedes-Benz E-Class

Evansville, IN

UnscoredInsufficient · 0
$14,999154,356 mi

Evansville, IN

2019 Mercedes-Benz GLA-Class GLA250

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

2019 Mercedes-Benz GLA-Class GLA250

Evansville, IN

UnscoredInsufficient · 0
$18,94352,712 mi

Evansville, IN

2021 Mercedes-Benz A-Class A220

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

2021 Mercedes-Benz A-Class A220

Evansville, IN

UnscoredInsufficient · 4
$19,45196,504 mi

Comparison: 4 similar vehicles

Evansville, IN

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Evansville, IN

Fair PriceModerate · 22
$19,451110,396 mi

Market: $12,971 – $23,495

Comparison: 22 similar vehicles

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

Evansville, IN

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Evansville, IN

Great DealLimited · 12
$20,03753,491 mi

Market: $21,358 – $23,798

Comparison: 12 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Evansville, IN

2022 Mercedes-Benz A-Class A220

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

2022 Mercedes-Benz A-Class A220

Evansville, IN

UnscoredInsufficient · 3
$21,77460,198 mi

Comparison: 3 similar vehicles

Evansville, IN

2016 Mercedes-Benz S-Class S550

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

2016 Mercedes-Benz S-Class S550

Evansville, IN

Fair PriceLimited · 18
$24,25773,026 mi

Market: $19,999 – $27,450

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 456 days listed (based on current market benchmarks)

Evansville, IN

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

Evansville, IN

UnscoredLimited · 7
$27,85044,846 mi

Comparison: 7 similar vehicles

Evansville, IN

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Evansville, IN

UnscoredInsufficient · 4
$28,85162,321 mi

Comparison: 4 similar vehicles

Evansville, IN

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Evansville, IN

Fair PriceLimited · 14
$29,45146,763 mi

Market: $23,733 – $33,789

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Evansville, IN

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Evansville, IN

Fair PriceModerate · 24
$29,785104,311 mi

Market: $11,900 – $32,000

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Evansville, IN

2024 Mercedes-Benz EQB Base

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

2024 Mercedes-Benz EQB Base

Evansville, IN

UnscoredInsufficient · 0
$31,4513,139 mi

Evansville, IN

2018 Mercedes-Benz C-Class Cabriolet AMG C63

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

2018 Mercedes-Benz C-Class Cabriolet AMG C63

Evansville, IN

UnscoredInsufficient · 0
$32,76987,449 mi

Evansville, IN

2022 Mercedes-Benz C-Class Sedan C 300

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

2022 Mercedes-Benz C-Class Sedan C 300

Evansville, IN

UnscoredInsufficient · 4
$33,65939,529 mi

Comparison: 4 similar vehicles

Evansville, IN

2023 Mercedes-Benz GLB Base

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

2023 Mercedes-Benz GLB Base

Evansville, IN

UnscoredLimited · 8
$34,15118,125 mi

Comparison: 8 similar vehicles

Evansville, IN

2019 Mercedes-Benz GLS-Class AMG GLS63

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

2019 Mercedes-Benz GLS-Class AMG GLS63

Evansville, IN

UnscoredInsufficient · 0
$34,25089,023 mi

Evansville, IN

2023 Mercedes-Benz GLE GLE350

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

2023 Mercedes-Benz GLE GLE350

Evansville, IN

UnscoredInsufficient · 0
$34,75195,950 mi

Evansville, IN

2023 Mercedes-Benz GLS GLS450

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

2023 Mercedes-Benz GLS GLS450

Evansville, IN

UnscoredLimited · 7
$40,25084,225 mi

Comparison: 7 similar vehicles

Evansville, IN

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Evansville, IN

Great DealLimited · 15
$45,781Mileage not verified

Market: $48,698 – $60,846

Comparison: 15 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Evansville, IN

2021 Mercedes-Benz GLE Coupe GLE 53 AMG

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

2021 Mercedes-Benz GLE Coupe GLE 53 AMG

Evansville, IN

UnscoredInsufficient · 4
$48,00994,640 mi

Comparison: 4 similar vehicles

Evansville, IN

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Evansville, IN

Fair PriceModerate · 24
$48,35124,603 mi

Market: $49,450 – $56,919

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 182 days listed (based on current market benchmarks)

Evansville, IN

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Evansville, IN

Fair PriceLimited · 15
$50,896Mileage not verified

Market: $45,781 – $60,846

Comparison: 15 similar vehicles

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

Evansville, IN

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Evansville, IN

Fair PriceLimited · 15
$51,146Mileage not verified

Market: $45,781 – $60,846

Comparison: 15 similar vehicles

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

Evansville, IN

2024 Mercedes-Benz E-Class E350

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

2024 Mercedes-Benz E-Class E350

Evansville, IN

Fair PriceModerate · 22
$51,75116,184 mi

Market: $51,500 – $59,409

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Evansville, IN

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Evansville, IN

Fair PriceLimited · 10
$52,45114,307 mi

Market: $43,500 – $54,626

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Evansville, IN

Fair PriceModerate · 24
$54,736Mileage not verified

Market: $52,418 – $55,996

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Evansville, IN

Fair PriceModerate · 24
$54,886Mileage not verified

Market: $52,418 – $55,996

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Evansville, IN

Fair PriceLimited · 15
$55,4512,442 mi

Market: $46,211 – $57,451

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Evansville, IN

OverpricedModerate · 24
$55,996Mileage not verified

Market: $52,418 – $55,758

Comparison: 24 similar vehicles

Evansville, IN

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Evansville, IN

Fair PriceLimited · 11
$59,906Mileage not verified

Market: $54,183 – $63,353

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Evansville, IN

2025 Mercedes-Benz GLE GLE350

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

2025 Mercedes-Benz GLE GLE350

Evansville, IN

UnscoredLimited · 8
$60,0517,181 mi

Comparison: 8 similar vehicles

Evansville, IN

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Evansville, IN

OverpricedLimited · 15
$60,846Mileage not verified

Market: $45,781 – $60,283

Comparison: 15 similar vehicles

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

Evansville, IN

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Evansville, IN

Fair PriceLimited · 11
$61,046Mileage not verified

Market: $54,183 – $63,353

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Evansville, IN

2024 Mercedes-Benz GLS Base

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

2024 Mercedes-Benz GLS Base

Evansville, IN

UnscoredInsufficient · 0
$63,75151,032 mi

Evansville, IN

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Evansville, IN

OverpricedLimited · 16
$65,051Mileage not verified

Market: $55,083 – $61,448

Comparison: 16 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Evansville, IN

2025 Mercedes-Benz GLE GLE450

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

2025 Mercedes-Benz GLE GLE450

Evansville, IN

Fair PriceModerate · 23
$65,75114,925 mi

Market: $60,926 – $72,353

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz CLE 300

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

2026 Mercedes-Benz CLE 300

Evansville, IN

Fair PriceLimited · 17
$70,761Mileage not verified

Market: $62,494 – $80,729

Comparison: 17 similar vehicles

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

Evansville, IN

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Evansville, IN

Fair PriceModerate · 36
$74,726Mileage not verified

Market: $69,943 – $85,218

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Evansville, IN

Fair PriceModerate · 36
$75,061Mileage not verified

Market: $69,943 – $85,218

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Evansville, IN

2026 Mercedes-Benz C-Class Sedan AMG C43

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

2026 Mercedes-Benz C-Class Sedan AMG C43

Evansville, IN

UnscoredInsufficient · 3
$75,096Mileage not verified

Comparison: 3 similar vehicles

Evansville, IN

2026 Mercedes-Benz C-Class Sedan AMG C43

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

2026 Mercedes-Benz C-Class Sedan AMG C43

Evansville, IN

UnscoredInsufficient · 3
$76,416Mileage not verified

Comparison: 3 similar vehicles

Evansville, IN

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Evansville, IN

Fair PriceModerate · 36
$77,686Mileage not verified

Market: $69,943 – $85,218

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Evansville, IN

2024 Mercedes-Benz GLE Coupe GLE 53 AMG

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

2024 Mercedes-Benz GLE Coupe GLE 53 AMG

Evansville, IN

UnscoredLimited · 9
$78,75123,752 mi

Comparison: 9 similar vehicles

Evansville, IN

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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