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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.
Market snapshot · September 6, 2026
5.7M+
Vehicles analyzed
57,000+
US dealerships
Daily
Data pipeline
Comparable
Market-evidence analysis
3.1M new·2.7M used·Processed daily
Or explore the market
1,422 listings found
2027 Mercedes-Benz E-Class All-Terrain
East Petersburg, PA
East Petersburg, PA
2027 Mercedes-Benz E-Class E450 All-Terrain
Wexford, PA
Wexford, PA
2027 Mercedes-Benz E-Class E450 All-Terrain
Fort Washington, PA
Fort Washington, PA
2027 Mercedes-Benz E-Class All-Terrain
Wilkes-Barre, PA
Wilkes-Barre, PA
2027 Mercedes-Benz E-Class AMG E53
Wilkes-Barre, PA
Wilkes-Barre, PA
2027 Mercedes-Benz E-Class AMG E53
Devon, PA
Comparison: 3 similar vehicles
Devon, PA
2027 Mercedes-Benz E-Class AMG E53
Reading, PA
Market: $103,825 – $120,200
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)
Reading, PA
2027 Mercedes-Benz E-Class AMG E53
Devon, PA
Comparison: 3 similar vehicles
Devon, PA
2027 BMW M5 Touring
New Castle, PA
New Castle, PA
2027 BMW M5 Touring
Monroeville, PA
Monroeville, PA
2027 BMW M5 Touring
Canonsburg, PA
Comparison: 3 similar vehicles
Canonsburg, PA
2027 BMW M5 Touring
York, PA
Comparison: 9 similar vehicles
York, PA
2027 BMW M5 Touring
Devon, PA
Market: $134,425 – $146,118
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)
Devon, PA
2027 BMW M5 Touring
Devon, PA
Market: $134,425 – $146,118
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)
Devon, PA
2027 BMW M5 Touring
Sewickley, PA
Comparison: 5 similar vehicles
Sewickley, PA
2027 BMW M5 Touring
Doylestown, PA
Market: $134,425 – $146,118
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)
Doylestown, PA
2026 Volvo V60 Cross Country Plus
Sinking Spring, PA
Comparison: 4 similar vehicles
Sinking Spring, PA
2026 Volvo V60 Cross Country Plus
Nazareth, PA
Nazareth, PA
2026 Volvo V60 Cross Country Plus
West Chester, PA
Comparison: 4 similar vehicles
West Chester, PA
2026 Volvo V60 Cross Country Plus
West Chester, PA
Comparison: 4 similar vehicles
West Chester, PA
2026 Volvo V60 Cross Country Plus
Greensburg, PA
Greensburg, PA
2026 Volvo V60 Cross Country Plus
Fort Washington, PA
Comparison: 5 similar vehicles
Fort Washington, PA
2026 Volvo V60 Cross Country Plus
Erie, PA
Erie, PA
2026 Volvo V60 Cross Country Plus
West Chester, PA
Comparison: 4 similar vehicles
West Chester, PA
2026 Volvo V60 Cross Country Plus
Wilkes-Barre, PA
Wilkes-Barre, PA
2026 Volvo V60 Cross Country Ultra
Fort Washington, PA
Fort Washington, PA
2026 Volvo V60 Cross Country Ultra
Sinking Spring, PA
Sinking Spring, PA
2026 Mercedes-Benz E-Class E450 All-Terrain
Wexford, PA
Wexford, PA
2026 Mercedes-Benz E-Class AMG E53
Devon, PA
Devon, PA
2026 Mercedes-Benz E-Class AMG E53
Wilkes-Barre, PA
Comparison: 3 similar vehicles
Wilkes-Barre, PA
2026 Mercedes-Benz E-Class AMG E53
Mechanicsburg, PA
Mechanicsburg, PA
2026 Mercedes-Benz E-Class AMG E53
Doylestown, PA
Market: $97,975 – $123,775
Comparison: 18 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)
Doylestown, PA
2026 Mercedes-Benz E-Class AMG E53
Greensburg, PA
Comparison: 4 similar vehicles
Greensburg, PA
2026 Mercedes-Benz E-Class AMG E53
Mechanicsburg, PA
Mechanicsburg, PA
2026 BMW M5 Touring
Manheim, PA
Manheim, PA
2026 Mercedes-Benz E-Class AMG E53
Devon, PA
Market: $97,975 – $115,090
Comparison: 13 similar vehicles
Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)
Devon, PA
2026 BMW M5 Touring
Mechanicsburg, PA
Mechanicsburg, PA
2026 BMW M5 Touring
Mechanicsburg, PA
Mechanicsburg, PA
2026 Porsche Taycan S
Pittsburgh, PA
Pittsburgh, PA
2025 Subaru Outback Premium
Abington, PA
Market: $27,975 – $36,892
Comparison: 127 similar vehicles
Competitively priced ~6% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)
Abington, PA
2025 Subaru Outback Premium
Mount Pleasant, PA
Market: $28,983 – $31,900
Comparison: 21 similar vehicles
Competitively priced ~8% below the typical range compared to similar vehicles · 46 days listed (based on current market benchmarks)
Mount Pleasant, PA
2025 Subaru Outback Limited
Mount Pleasant, PA
Market: $32,483 – $38,160
Comparison: 14 similar vehicles
Competitively priced ~17% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)
Mount Pleasant, PA
2025 Subaru Outback Premium
State College, PA
Market: $28,497 – $30,980
Comparison: 23 similar vehicles
Competitively priced ~5% below the typical range compared to similar vehicles · 19 days listed (based on current market benchmarks)
State College, PA
2025 Subaru Outback Premium
Strasburg, PA
Market: $26,766 – $33,489
Comparison: 85 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)
Strasburg, PA
2025 Subaru Outback Base
Pittsburgh, PA
Pittsburgh, PA
2025 Subaru Outback Premium
Leesport, PA
Market: $26,766 – $33,489
Comparison: 102 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)
Leesport, PA
2025 Subaru Outback Base
Muncy, PA
Comparison: 4 similar vehicles
Muncy, PA
2025 Subaru Outback Premium
Bloomsburg, PA
Market: $27,490 – $33,481
Comparison: 44 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)
Bloomsburg, PA
2025 Subaru Outback Wilderness
Walnutport, PA
Market: $29,390 – $37,990
Comparison: 31 similar vehicles
Competitively priced ~5% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)
Walnutport, PA
2025 Subaru Outback Premium
Harrisburg, PA
Market: $27,000 – $31,490
Comparison: 19 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)
Harrisburg, PA
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 adds a price below the comparable market range. 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.
See the full Demand-Verified Deals methodology for the labeling rules and examples.
Live examples
- Dallas trucks — Live truck market example
- Los Angeles EVs — Live EV market example
- Phoenix SUVs — Live SUV market example
OAV answers these questions
- What are the best priced vehicles?
- OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot velocity is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
- Which vehicles are priced below market?
- Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
- 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 undervalued compared with comparable listings?
- OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage used only as context that can withhold a verdict on extreme-mileage vehicles rather than adjust the comparable prices. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.
How OAV works
- How does OAV rate vehicle deals?
- OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
- 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 manage their profile, 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, exports, and enhanced merchandising.
- What technology powers OAV's deal ratings?
- OAV's inventory standardization and Price-to-Market analysis is protected by U.S. Patent No. 12,236,477. The 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.
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