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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 9, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

266 listings found

2026 Volvo V60 Cross Country Plus

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

2026 Volvo V60 Cross Country Plus

Scarborough, ME

UnscoredInsufficient · 3
$53,644Mileage not verified

Comparison: 3 similar vehicles

Scarborough, ME

2026 Volvo V60 Cross Country Plus

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

2026 Volvo V60 Cross Country Plus

Scarborough, ME

UnscoredInsufficient · 3
$54,504Mileage not verified

Comparison: 3 similar vehicles

Scarborough, ME

2026 Volvo V60 Cross Country Plus

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

2026 Volvo V60 Cross Country Plus

Scarborough, ME

UnscoredInsufficient · 3
$54,504Mileage not verified

Comparison: 3 similar vehicles

Scarborough, ME

2026 Volvo V60 Cross Country Plus

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

2026 Volvo V60 Cross Country Plus

Topsham, ME

UnscoredInsufficient · 3
$56,744Mileage not verified

Comparison: 3 similar vehicles

Topsham, ME

2026 Volvo V60 Cross Country Ultra

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

2026 Volvo V60 Cross Country Ultra

Topsham, ME

Fair PriceLimited · 16
$60,954Mileage not verified

Market: $52,152 – $62,565

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Topsham, ME

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Buxton, ME

Great DealRobust · 152
$22,49511,556 mi

Market: $28,899 – $40,995

Comparison: 152 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Buxton, ME

2025 Subaru Outback Base

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

2025 Subaru Outback Base

Augusta, ME

Fair PriceLimited · 19
$26,49449,845 mi

Market: $26,617 – $28,995

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 22 days listed (based on current market benchmarks)

Augusta, ME

2025 Subaru Outback Base

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

2025 Subaru Outback Base

Portland, ME

OverpricedLimited · 15
$27,99520,127 mi

Market: $26,494 – $27,640

Comparison: 15 similar vehicles

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

Portland, ME

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Augusta, ME

Fair PriceRobust · 150
$31,49414,318 mi

Market: $23,999 – $36,995

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Augusta, ME

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Augusta, ME

Fair PriceRobust · 150
$31,99422,872 mi

Market: $23,999 – $36,995

Comparison: 150 similar vehicles

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

Augusta, ME

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

South Portland, ME

Fair PriceRobust · 151
$32,68539,278 mi

Market: $22,495 – $40,995

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

South Portland, ME

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Saco, ME

UnscoredInsufficient · 3
$33,1302,639 mi

Comparison: 3 similar vehicles

Saco, ME

2025 Subaru Outback Onyx Edition

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

2025 Subaru Outback Onyx Edition

Augusta, ME

Fair PriceLimited · 13
$33,49454,726 mi

Market: $29,699 – $37,275

Comparison: 13 similar vehicles

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

Augusta, ME

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Auburn, ME

Fair PriceModerate · 35
$33,99648,068 mi

Market: $30,498 – $45,995

Comparison: 35 similar vehicles

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

Auburn, ME

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Ellsworth, ME

OverpricedRobust · 78
$35,19216,686 mi

Market: $23,999 – $33,870

Comparison: 78 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Ellsworth, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Scarborough, ME

Fair PriceRobust · 90
$37,18918,712 mi

Market: $27,885 – $46,895

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Scarborough, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Scarborough, ME

Fair PriceRobust · 90
$37,68930,062 mi

Market: $27,885 – $46,895

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Scarborough, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Scarborough, ME

Fair PriceRobust · 90
$37,68928,876 mi

Market: $27,885 – $46,895

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Scarborough, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Scarborough, ME

Fair PriceRobust · 90
$38,58921,541 mi

Market: $27,885 – $46,895

Comparison: 90 similar vehicles

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

Scarborough, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Scarborough, ME

Fair PriceRobust · 90
$38,68923,552 mi

Market: $27,885 – $46,895

Comparison: 90 similar vehicles

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

Scarborough, ME

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Oxford, ME

Fair PriceRobust · 77
$38,79919,829 mi

Market: $27,885 – $46,895

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Oxford, ME

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Ellsworth, ME

OverpricedModerate · 44
$39,4441,997 mi

Market: $22,495 – $34,785

Comparison: 44 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Ellsworth, ME

2025 Volvo V90 Cross Country Plus

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

2025 Volvo V90 Cross Country Plus

Scarborough, ME

Fair PriceLimited · 11
$58,68920,225 mi

Market: $55,822 – $64,689

Comparison: 11 similar vehicles

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

Scarborough, ME

2025 Volvo V90 Cross Country Plus

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

2025 Volvo V90 Cross Country Plus

Scarborough, ME

Fair PriceLimited · 11
$60,68929,990 mi

Market: $55,822 – $64,689

Comparison: 11 similar vehicles

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

Scarborough, ME

2025 Volvo V90 Cross Country Plus

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

2025 Volvo V90 Cross Country Plus

Scarborough, ME

Fair PriceLimited · 11
$60,68925,390 mi

Market: $55,822 – $64,689

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Scarborough, ME

2025 Volvo V90 Cross Country Plus

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

2025 Volvo V90 Cross Country Plus

Scarborough, ME

OverpricedLimited · 11
$64,68910,916 mi

Market: $55,822 – $62,998

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Scarborough, ME

2025 Volvo V90 Cross Country Ultra

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

2025 Volvo V90 Cross Country Ultra

Scarborough, ME

Fair PriceLimited · 12
$64,68917,429 mi

Market: $63,900 – $66,689

Comparison: 12 similar vehicles

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

Scarborough, ME

2025 Volvo V90 Cross Country Ultra

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

2025 Volvo V90 Cross Country Ultra

Scarborough, ME

Fair PriceLimited · 12
$66,68912,166 mi

Market: $63,900 – $66,689

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Scarborough, ME

2025 Volvo V90 Cross Country Ultra

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

2025 Volvo V90 Cross Country Ultra

Scarborough, ME

Fair PriceLimited · 12
$66,6897,808 mi

Market: $63,900 – $66,689

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Scarborough, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Buxton, ME

Fair PriceRobust · 321
$19,99517,308 mi

Market: $17,985 – $32,473

Comparison: 321 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Buxton, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Biddeford, ME

Great DealRobust · 396
$20,990119,365 mi

Market: $21,831 – $36,646

Comparison: 396 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 116 days listed (based on current market benchmarks)

Biddeford, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Westbrook, ME

Fair PriceRobust · 316
$25,58468,425 mi

Market: $17,985 – $32,473

Comparison: 316 similar vehicles

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

Westbrook, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Saco, ME

UnscoredLimited · 5
$25,99066,929 mi

Comparison: 5 similar vehicles

Saco, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Hermon, ME

Fair PriceRobust · 101
$26,99961,407 mi

Market: $20,990 – $35,352

Comparison: 101 similar vehicles

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

Hermon, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Searsport, ME

Fair PriceRobust · 121
$27,36241,799 mi

Market: $19,995 – $29,499

Comparison: 121 similar vehicles

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

Searsport, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Scarborough, ME

UnscoredInsufficient · 4
$27,50035,666 mi

Comparison: 4 similar vehicles

Scarborough, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

South Portland, ME

Fair PriceRobust · 320
$27,68442,356 mi

Market: $17,985 – $32,473

Comparison: 320 similar vehicles

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

South Portland, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Waterville, ME

Fair PriceRobust · 180
$27,99541,755 mi

Market: $20,990 – $36,646

Comparison: 180 similar vehicles

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

Waterville, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Saco, ME

UnscoredLimited · 6
$28,23029,960 mi

Comparison: 6 similar vehicles

Saco, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Scarborough, ME

UnscoredLimited · 6
$28,50025,612 mi

Comparison: 6 similar vehicles

Scarborough, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

South Berwick, ME

Fair PriceLimited · 11
$28,78036,132 mi

Market: $28,365 – $31,729

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

South Berwick, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Augusta, ME

Fair PriceRobust · 224
$28,99434,407 mi

Market: $18,925 – $32,473

Comparison: 224 similar vehicles

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

Augusta, ME

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Scarborough, ME

Fair PriceRobust · 78
$29,00049,102 mi

Market: $28,295 – $39,995

Comparison: 78 similar vehicles

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

Scarborough, ME

2024 Subaru Outback Onyx Edition

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

2024 Subaru Outback Onyx Edition

Auburn, ME

Fair PriceRobust · 59
$29,01562,215 mi

Market: $23,998 – $36,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Auburn, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Auburn, ME

Fair PriceRobust · 285
$29,05648,556 mi

Market: $20,990 – $36,646

Comparison: 285 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Auburn, ME

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Ellsworth, ME

Fair PriceRobust · 120
$29,47934,098 mi

Market: $19,995 – $29,499

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Ellsworth, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Bangor, ME

Fair PriceRobust · 97
$29,99534,028 mi

Market: $20,990 – $35,352

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Bangor, ME

2024 Subaru Outback Onyx Edition

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

2024 Subaru Outback Onyx Edition

South Portland, ME

Fair PriceRobust · 70
$30,64030,177 mi

Market: $23,998 – $36,995

Comparison: 70 similar vehicles

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

South Portland, ME

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Scarborough, ME

UnscoredLimited · 7
$31,00036,070 mi

Comparison: 7 similar vehicles

Scarborough, ME

2024 Subaru Outback Wilderness

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

2024 Subaru Outback Wilderness

Auburn, ME

UnscoredInsufficient · 4
$31,05049,816 mi

Comparison: 4 similar vehicles

Auburn, ME

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 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?
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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