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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

49 listings found

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Suitland-Silver Hill, MD

UnscoredLimited · 9
$16,39861,775 mi

Comparison: 9 similar vehicles

Suitland-Silver Hill, MD

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Suitland-Silver Hill, MD

Fair PriceLimited · 17
$16,89834,868 mi

Market: $16,300 – $17,698

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Suitland-Silver Hill, MD

Fair PriceModerate · 24
$17,19864,773 mi

Market: $16,539 – $21,354

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Suitland-Silver Hill, MD

Fair PriceRobust · 85
$17,39855,292 mi

Market: $16,000 – $25,995

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Suitland-Silver Hill, MD

Fair PriceLimited · 17
$17,69836,648 mi

Market: $16,300 – $17,698

Comparison: 17 similar vehicles

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

Suitland-Silver Hill, MD

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Suitland-Silver Hill, MD

Fair PriceRobust · 117
$17,89854,013 mi

Market: $15,966 – $21,779

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Suitland-Silver Hill, MD

Fair PriceRobust · 62
$17,89854,181 mi

Market: $16,500 – $21,799

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Suitland-Silver Hill, MD

Fair PriceRobust · 81
$18,09853,922 mi

Market: $17,300 – $24,779

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Suitland-Silver Hill, MD

UnscoredLimited · 16
$18,39854,991 mi

Comparison: 16 similar vehicles

Suitland-Silver Hill, MD

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Suitland-Silver Hill, MD

Fair PriceLimited · 14
$18,39858,024 mi

Market: $17,500 – $19,850

Comparison: 14 similar vehicles

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

Suitland-Silver Hill, MD

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Suitland-Silver Hill, MD

Fair PriceRobust · 53
$18,39863,284 mi

Market: $12,838 – $21,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Suitland-Silver Hill, MD

Fair PriceRobust · 55
$18,89834,905 mi

Market: $17,488 – $20,299

Comparison: 55 similar vehicles

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

Suitland-Silver Hill, MD

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Suitland-Silver Hill, MD

Fair PriceRobust · 104
$18,89857,004 mi

Market: $16,571 – $24,209

Comparison: 104 similar vehicles

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

Suitland-Silver Hill, MD

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Suitland-Silver Hill, MD

Fair PriceLimited · 14
$19,09858,232 mi

Market: $17,490 – $19,791

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Suitland-Silver Hill, MD

Great DealModerate · 38
$19,09839,761 mi

Market: $19,890 – $22,999

Comparison: 38 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 25 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Hyundai Kona SEL

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

2024 Hyundai Kona SEL

Suitland-Silver Hill, MD

Fair PriceLimited · 14
$19,39854,621 mi

Market: $16,966 – $20,287

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Suitland-Silver Hill, MD

Fair PriceModerate · 38
$19,69856,243 mi

Market: $19,495 – $26,679

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Suitland-Silver Hill, MD

Fair PriceRobust · 133
$19,69854,423 mi

Market: $16,777 – $25,995

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Suitland-Silver Hill, MD

Fair PriceRobust · 121
$19,89862,470 mi

Market: $14,485 – $26,595

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Mitsubishi Outlander SE

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

2024 Mitsubishi Outlander SE

Suitland-Silver Hill, MD

UnscoredModerate · 29
$19,89859,461 mi

Comparison: 29 similar vehicles

Suitland-Silver Hill, MD

2026 Mitsubishi Eclipse Cross SE

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

2026 Mitsubishi Eclipse Cross SE

Suitland-Silver Hill, MD

Fair PriceModerate · 22
$20,89827,845 mi

Market: $20,898 – $22,175

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Suitland-Silver Hill, MD

Fair PriceLimited · 12
$20,89841,751 mi

Market: $19,650 – $20,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Suitland-Silver Hill, MD

Fair PriceLimited · 14
$20,89869,500 mi

Market: $19,295 – $23,799

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Suitland-Silver Hill, MD

Fair PriceLimited · 14
$20,89860,218 mi

Market: $19,295 – $23,799

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Suitland-Silver Hill, MD

UnscoredModerate · 39
$20,89856,688 mi

Comparison: 39 similar vehicles

Suitland-Silver Hill, MD

2024 Mitsubishi Outlander SE

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

2024 Mitsubishi Outlander SE

Suitland-Silver Hill, MD

Fair PriceModerate · 29
$21,09851,242 mi

Market: $19,898 – $23,589

Comparison: 29 similar vehicles

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

Suitland-Silver Hill, MD

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Suitland-Silver Hill, MD

Fair PriceLimited · 16
$21,79848,116 mi

Market: $18,693 – $26,921

Comparison: 16 similar vehicles

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

Suitland-Silver Hill, MD

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Suitland-Silver Hill, MD

UnscoredInsufficient · 4
$22,39829,898 mi

Comparison: 4 similar vehicles

Suitland-Silver Hill, MD

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Suitland-Silver Hill, MD

UnscoredModerate · 26
$22,89824,123 mi

Comparison: 26 similar vehicles

Suitland-Silver Hill, MD

2025 Honda Civic LX

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

2025 Honda Civic LX

Suitland-Silver Hill, MD

UnscoredLimited · 9
$23,39843,738 mi

Comparison: 9 similar vehicles

Suitland-Silver Hill, MD

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Suitland-Silver Hill, MD

Fair PriceModerate · 32
$23,89827,140 mi

Market: $23,300 – $25,699

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Suitland-Silver Hill, MD

Fair PriceRobust · 51
$23,89847,756 mi

Market: $20,800 – $27,919

Comparison: 51 similar vehicles

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

Suitland-Silver Hill, MD

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Suitland-Silver Hill, MD

Fair PriceLimited · 15
$23,89834,335 mi

Market: $22,599 – $25,790

Comparison: 15 similar vehicles

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

Suitland-Silver Hill, MD

No Photo

2024 Mazda CX-5 S Select Package

Suitland-Silver Hill, MD

UnscoredLimited · 6
$23,89846,170 mi

Comparison: 6 similar vehicles

Suitland-Silver Hill, MD

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Suitland-Silver Hill, MD

OverpricedLimited · 15
$23,89864,594 mi

Market: $14,985 – $21,550

Comparison: 15 similar vehicles

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

Suitland-Silver Hill, MD

2024 Mitsubishi Outlander Plug-in Hybrid SE

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

2024 Mitsubishi Outlander Plug-in Hybrid SE

Suitland-Silver Hill, MD

UnscoredLimited · 5
$24,39860,700 mi

Comparison: 5 similar vehicles

Suitland-Silver Hill, MD

2022 GMC Savana Cargo Work Van

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

2022 GMC Savana Cargo Work Van

Suitland-Silver Hill, MD

OverpricedLimited · 15
$24,39895,181 mi

Market: $17,700 – $23,995

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Jeep Wrangler 4xe Rubicon 4XE

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

2024 Jeep Wrangler 4xe Rubicon 4XE

Suitland-Silver Hill, MD

UnscoredLimited · 12
$25,39856,147 mi

Comparison: 12 similar vehicles

Suitland-Silver Hill, MD

2024 Buick Envista Avenir

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

2024 Buick Envista Avenir

Suitland-Silver Hill, MD

Fair PriceModerate · 31
$25,39833,069 mi

Market: $24,990 – $26,179

Comparison: 31 similar vehicles

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

Suitland-Silver Hill, MD

2025 Toyota Tacoma SR

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

2025 Toyota Tacoma SR

Suitland-Silver Hill, MD

Fair PriceModerate · 20
$26,89824,754 mi

Market: $26,790 – $36,439

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Suitland-Silver Hill, MD

Fair PriceModerate · 30
$26,89862,001 mi

Market: $17,850 – $29,983

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Suitland-Silver Hill, MD

UnscoredLimited · 6
$27,39863,010 mi

Comparison: 6 similar vehicles

Suitland-Silver Hill, MD

2023 Volkswagen Atlas SEL

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

2023 Volkswagen Atlas SEL

Suitland-Silver Hill, MD

UnscoredInsufficient · 3
$28,39855,614 mi

Comparison: 3 similar vehicles

Suitland-Silver Hill, MD

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Suitland-Silver Hill, MD

Fair PriceRobust · 87
$29,39863,121 mi

Market: $24,495 – $39,695

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

No Photo

2025 Buick Enclave Preferred

Suitland-Silver Hill, MD

UnscoredModerate · 24
$31,89846,193 mi

Comparison: 24 similar vehicles

Suitland-Silver Hill, MD

2024 Hyundai Palisade Limited

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

2024 Hyundai Palisade Limited

Suitland-Silver Hill, MD

Fair PriceLimited · 15
$31,89854,992 mi

Market: $27,995 – $35,382

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

No Photo

2026 Honda Ridgeline RTL

Suitland-Silver Hill, MD

UnscoredLimited · 8
$35,89822,197 mi

Comparison: 8 similar vehicles

Suitland-Silver Hill, MD

2023 Toyota 4Runner SR5 Premium

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

2023 Toyota 4Runner SR5 Premium

Suitland-Silver Hill, MD

Fair PriceModerate · 27
$36,89854,444 mi

Market: $36,590 – $44,082

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

2023 Porsche Taycan S

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

2023 Porsche Taycan S

Suitland-Silver Hill, MD

Great DealLimited · 15
$75,39815,893 mi

Market: $81,995 – $95,552

Comparison: 15 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 53 days listed (based on current market benchmarks)

Suitland-Silver Hill, MD

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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