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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

85 listings found

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Redlands, CA

UnscoredInsufficient · 0
$12,195143,014 mi

Redlands, CA

2018 GMC Yukon SLT

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

2018 GMC Yukon SLT

Redlands, CA

Fair PriceLimited · 12
$22,500111,930 mi

Market: $19,615 – $34,661

Comparison: 12 similar vehicles

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

Redlands, CA

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Redlands, CA

Fair PriceLimited · 19
$29,07242,250 mi

Market: $29,544 – $34,995

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 60 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Redlands, CA

Fair PriceLimited · 10
$30,1674,867 mi

Market: $28,066 – $34,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 338 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Redlands, CA

Fair PriceLimited · 10
$30,1675,973 mi

Market: $28,066 – $34,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 270 days listed (based on current market benchmarks)

Redlands, CA

2023 GMC Acadia AT4

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

2023 GMC Acadia AT4

Redlands, CA

UnscoredInsufficient · 3
$32,66730,060 mi

Comparison: 3 similar vehicles

Redlands, CA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Redlands, CA

Fair PriceLimited · 12
$35,752Mileage not verified

Market: $30,104 – $39,612

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Redlands, CA

2025 GMC Canyon Elevation

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

2025 GMC Canyon Elevation

Redlands, CA

UnscoredInsufficient · 3
$38,1674,786 mi

Comparison: 3 similar vehicles

Redlands, CA

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Redlands, CA

Fair PriceRobust · 59
$38,242Mileage not verified

Market: $30,482 – $39,947

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$40,087Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$40,087Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$42,172Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$42,172Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$42,172Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Redlands, CA

2022 GMC Yukon XL SLT

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

2022 GMC Yukon XL SLT

Redlands, CA

UnscoredLimited · 6
$43,16785,319 mi

Comparison: 6 similar vehicles

Redlands, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Redlands, CA

Fair PriceLimited · 16
$43,332Mileage not verified

Market: $40,712 – $45,707

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Terrain Denali

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

2026 GMC Terrain Denali

Redlands, CA

UnscoredLimited · 5
$43,512Mileage not verified

Comparison: 5 similar vehicles

Redlands, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Redlands, CA

Fair PriceRobust · 167
$43,677Mileage not verified

Market: $34,540 – $51,607

Comparison: 167 similar vehicles

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

Redlands, CA

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Redlands, CA

Fair PriceLimited · 15
$46,782Mileage not verified

Market: $44,280 – $47,997

Comparison: 15 similar vehicles

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

Redlands, CA

2024 GMC Acadia Denali

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

2024 GMC Acadia Denali

Redlands, CA

UnscoredInsufficient · 4
$47,1678,203 mi

Comparison: 4 similar vehicles

Redlands, CA

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Redlands, CA

Fair PriceLimited · 16
$47,70717,626 mi

Market: $41,188 – $47,707

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Redlands, CA

Fair PriceLimited · 16
$47,70719,951 mi

Market: $41,188 – $47,707

Comparison: 16 similar vehicles

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

Redlands, CA

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Redlands, CA

Fair PriceLimited · 14
$49,00033,168 mi

Market: $46,677 – $65,093

Comparison: 14 similar vehicles

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

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$49,267Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Redlands, CA

Fair PriceModerate · 32
$49,6675,454 mi

Market: $39,104 – $52,770

Comparison: 32 similar vehicles

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

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$49,762Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 62
$50,342Mileage not verified

Market: $39,916 – $53,926

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 379 days listed (based on current market benchmarks)

Redlands, CA

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Redlands, CA

Fair PriceLimited · 11
$50,67228,361 mi

Market: $50,017 – $57,777

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceLimited · 15
$51,0173,917 mi

Market: $45,122 – $54,684

Comparison: 15 similar vehicles

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

Redlands, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 62
$51,442Mileage not verified

Market: $39,916 – $53,926

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Redlands, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 104
$52,172Mileage not verified

Market: $44,122 – $55,667

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Redlands, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 104
$52,667Mileage not verified

Market: $44,122 – $55,667

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Redlands, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 104
$52,817Mileage not verified

Market: $44,122 – $55,667

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Redlands, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 104
$53,422Mileage not verified

Market: $44,122 – $55,667

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Redlands, CA

Fair PriceModerate · 24
$53,722Mileage not verified

Market: $43,380 – $62,397

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 218 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$53,762Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

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

Redlands, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Redlands, CA

Fair PriceRobust · 104
$53,917Mileage not verified

Market: $44,122 – $55,667

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$54,002Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 365 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$54,947Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Canyon Denali

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

2026 GMC Canyon Denali

Redlands, CA

Fair PriceLimited · 15
$56,517Mileage not verified

Market: $53,390 – $61,362

Comparison: 15 similar vehicles

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

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$57,322Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 324 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$57,322Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 324 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

UnscoredLimited · 9
$57,50719,037 mi

Comparison: 9 similar vehicles

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$57,817Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 296 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$57,817Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 296 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$59,517174 mi

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 452 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$60,187Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

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

Redlands, CA

2026 GMC Sierra 3500HD SLE

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

2026 GMC Sierra 3500HD SLE

Redlands, CA

Fair PriceRobust · 69
$60,267Mileage not verified

Market: $57,138 – $82,155

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Redlands, CA

Fair PriceRobust · 423
$60,682Mileage not verified

Market: $45,742 – $87,777

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Redlands, CA

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Redlands, CA

Fair PriceRobust · 68
$60,812Mileage not verified

Market: $53,517 – $68,001

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Redlands, CA

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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