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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

114 listings found

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

Schererville, IN

UnscoredInsufficient · 0
$4,280197,199 mi

Schererville, IN

2018 Mercedes-Benz E-Class E300

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

2018 Mercedes-Benz E-Class E300

Schererville, IN

UnscoredInsufficient · 4
$18,49583,059 mi

Comparison: 4 similar vehicles

Schererville, IN

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Schererville, IN

UnscoredInsufficient · 4
$18,52463,167 mi

Comparison: 4 similar vehicles

Schererville, IN

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Schererville, IN

Fair PriceLimited · 17
$18,98070,880 mi

Market: $7,795 – $20,990

Comparison: 17 similar vehicles

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

Schererville, IN

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

Schererville, IN

UnscoredLimited · 5
$27,09929,296 mi

Comparison: 5 similar vehicles

Schererville, 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

Schererville, IN

UnscoredInsufficient · 4
$31,28927,417 mi

Comparison: 4 similar vehicles

Schererville, 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

Schererville, IN

Fair PriceModerate · 27
$31,58027,932 mi

Market: $26,874 – $34,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Schererville, IN

2025 Mercedes-Benz C-Class Sedan C 300

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

2025 Mercedes-Benz C-Class Sedan C 300

Schererville, IN

UnscoredInsufficient · 4
$35,24321,728 mi

Comparison: 4 similar vehicles

Schererville, IN

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Schererville, IN

Fair PriceModerate · 35
$37,19936,433 mi

Market: $32,445 – $40,367

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Schererville, IN

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Schererville, IN

UnscoredInsufficient · 4
$38,28921,125 mi

Comparison: 4 similar vehicles

Schererville, IN

2025 Mercedes-Benz GLC Base

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

2025 Mercedes-Benz GLC Base

Schererville, IN

UnscoredLimited · 5
$40,29733,931 mi

Comparison: 5 similar vehicles

Schererville, 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

Schererville, IN

UnscoredLimited · 5
$45,29839,474 mi

Comparison: 5 similar vehicles

Schererville, 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

Schererville, IN

UnscoredInsufficient · 3
$45,43499,237 mi

Comparison: 3 similar vehicles

Schererville, IN

2023 Mercedes-Benz CLS-Class CLS 450

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

2023 Mercedes-Benz CLS-Class CLS 450

Schererville, IN

UnscoredInsufficient · 0
$46,19949,543 mi

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$48,351Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Schererville, IN

2023 Mercedes-Benz C-Class Sedan AMG C43

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

2023 Mercedes-Benz C-Class Sedan AMG C43

Schererville, IN

UnscoredLimited · 9
$48,58918,250 mi

Comparison: 9 similar vehicles

Schererville, IN

2023 Mercedes-Benz C-Class Sedan AMG C43

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

2023 Mercedes-Benz C-Class Sedan AMG C43

Schererville, IN

UnscoredLimited · 9
$48,69914,560 mi

Comparison: 9 similar vehicles

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$49,3164,721 mi

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

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

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$49,746Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$50,311Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

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

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$50,476Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$50,911Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Schererville, IN

Fair PriceRobust · 131
$51,271Mileage not verified

Market: $42,312 – $53,615

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$52,646Mileage not verified

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$53,071Mileage not verified

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$53,211Mileage not verified

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

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

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$53,2624,034 mi

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

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

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$53,396Mileage not verified

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

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

Schererville, 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

Schererville, IN

Fair PriceRobust · 80
$53,676Mileage not verified

Market: $42,410 – $57,190

Comparison: 80 similar vehicles

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

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$53,8361,738 mi

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$54,171Mileage not verified

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 322 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Schererville, IN

UnscoredLimited · 5
$54,191Mileage not verified

Comparison: 5 similar vehicles

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$54,271Mileage not verified

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$54,636Mileage not verified

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 347 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 115
$54,706Mileage not verified

Market: $45,642 – $63,238

Comparison: 115 similar vehicles

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

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$54,986Mileage not verified

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$56,7911,004 mi

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$57,586295 mi

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$57,6361,023 mi

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$57,721893 mi

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 186
$57,951Mileage not verified

Market: $45,312 – $67,548

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$58,8211,743 mi

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Schererville, 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

Schererville, IN

Fair PriceRobust · 128
$59,186Mileage not verified

Market: $46,312 – $69,383

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$60,801Mileage not verified

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

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

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$60,851Mileage not verified

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz GLA AMG GLA 35

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

2026 Mercedes-Benz GLA AMG GLA 35

Schererville, IN

UnscoredLimited · 6
$62,236123 mi

Comparison: 6 similar vehicles

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$63,441Mileage not verified

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$64,251Mileage not verified

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Schererville, IN

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Schererville, IN

Fair PriceRobust · 371
$64,701Mileage not verified

Market: $50,741 – $73,002

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Schererville, IN

2026 Mercedes-Benz GLA AMG GLA 35

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

2026 Mercedes-Benz GLA AMG GLA 35

Schererville, IN

UnscoredLimited · 6
$65,571Mileage not verified

Comparison: 6 similar vehicles

Schererville, 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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