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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 8, 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

547 listings found

2027 Mercedes-Benz E-Class E450 All-Terrain

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

2027 Mercedes-Benz E-Class E450 All-Terrain

Schererville, IN

UnscoredInsufficient · 3
$86,606Mileage not verified

Comparison: 3 similar vehicles

Schererville, IN

2027 BMW M5 Touring

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

2027 BMW M5 Touring

Indianapolis, IN

Fair PriceRobust · 58
$133,211Mileage not verified

Market: $133,622 – $170,247

Comparison: 58 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 112 days listed (based on current market benchmarks)

Indianapolis, IN

2027 BMW M5 Touring

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

2027 BMW M5 Touring

Indianapolis, IN

Fair PriceRobust · 58
$133,991Mileage not verified

Market: $133,211 – $170,247

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Indianapolis, IN

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

Schererville, IN

UnscoredLimited · 5
$57,558Mileage not verified

Comparison: 5 similar vehicles

Schererville, IN

2026 Mercedes-Benz E-Class AMG E53

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

2026 Mercedes-Benz E-Class AMG E53

Fort Wayne, IN

Fair PriceModerate · 23
$93,5692,933 mi

Market: $81,500 – $105,052

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Fort Wayne, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Fishers, IN

Salvage title
$24,50025,749 mi

Fishers, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Greenfield, IN

Fair PriceRobust · 282
$25,99046,344 mi

Market: $24,500 – $32,900

Comparison: 282 similar vehicles

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

Greenfield, IN

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

Fishers, IN

Fair PriceRobust · 159
$27,83734,236 mi

Market: $23,500 – $38,213

Comparison: 159 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Fishers, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

South Bend, IN

Fair PriceRobust · 471
$28,38323,568 mi

Market: $21,997 – $37,394

Comparison: 471 similar vehicles

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

South Bend, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Lafayette, IN

Fair PriceRobust · 342
$28,42132,082 mi

Market: $21,997 – $37,394

Comparison: 342 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lafayette, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Lafayette, IN

Fair PriceRobust · 242
$28,45328,181 mi

Market: $25,588 – $40,043

Comparison: 242 similar vehicles

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

Lafayette, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Crown Point, IN

Fair PriceRobust · 429
$28,46835,779 mi

Market: $21,997 – $39,394

Comparison: 429 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Crown Point, IN

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

Bloomington, IN

Fair PriceRobust · 100
$28,88153,957 mi

Market: $23,500 – $36,998

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Bloomington, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Fort Wayne, IN

Fair PriceRobust · 459
$28,96847,864 mi

Market: $21,997 – $37,394

Comparison: 459 similar vehicles

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

Fort Wayne, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Greensburg, IN

Fair PriceRobust · 181
$28,99044,427 mi

Market: $24,500 – $32,900

Comparison: 181 similar vehicles

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

Greensburg, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Mishawaka, IN

UnscoredInsufficient · 4
$29,16121,075 mi

Comparison: 4 similar vehicles

Mishawaka, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Indianapolis, IN

Great DealLimited · 14
$29,70810,581 mi

Market: $31,259 – $31,555

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

Indianapolis, IN

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

Elkhart, IN

Fair PriceRobust · 236
$29,74543,505 mi

Market: $21,945 – $41,542

Comparison: 236 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Elkhart, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Indianapolis, IN

Fair PriceRobust · 216
$29,79730,864 mi

Market: $25,588 – $36,281

Comparison: 216 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Indianapolis, IN

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

Warsaw, IN

Fair PriceRobust · 260
$29,99816,159 mi

Market: $21,945 – $38,213

Comparison: 260 similar vehicles

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

Warsaw, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Mishawaka, IN

Fair PriceRobust · 466
$30,23416,115 mi

Market: $21,997 – $39,394

Comparison: 466 similar vehicles

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

Mishawaka, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Anderson, IN

Fair PriceRobust · 218
$30,46115,409 mi

Market: $25,588 – $36,281

Comparison: 218 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Anderson, IN

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

Mishawaka, IN

Fair PriceRobust · 253
$30,49920,253 mi

Market: $21,945 – $41,542

Comparison: 253 similar vehicles

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

Mishawaka, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Crown Point, IN

UnscoredLimited · 6
$30,66812,858 mi

Comparison: 6 similar vehicles

Crown Point, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Greenwood, IN

UnscoredLimited · 6
$30,76120,715 mi

Comparison: 6 similar vehicles

Greenwood, IN

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

Portage, IN

Fair PriceRobust · 223
$30,96536,485 mi

Market: $23,500 – $41,542

Comparison: 223 similar vehicles

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

Portage, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Warsaw, IN

Fair PriceRobust · 294
$30,99829,467 mi

Market: $23,400 – $40,043

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Warsaw, IN

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

Fort Wayne, IN

Fair PriceRobust · 263
$30,99822,669 mi

Market: $21,945 – $38,213

Comparison: 263 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Fort Wayne, IN

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

Fort Wayne, IN

Fair PriceRobust · 262
$31,06836,712 mi

Market: $21,945 – $38,213

Comparison: 262 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Fort Wayne, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Boonville, IN

Fair PriceRobust · 124
$31,18913,336 mi

Market: $24,500 – $34,120

Comparison: 124 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Boonville, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Noblesville, IN

UnscoredLimited · 8
$31,25911,554 mi

Comparison: 8 similar vehicles

Noblesville, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Greenwood, IN

UnscoredLimited · 6
$31,26124,422 mi

Comparison: 6 similar vehicles

Greenwood, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Indianapolis, IN

OverpricedLimited · 12
$31,55510,808 mi

Market: $29,708 – $31,259

Comparison: 12 similar vehicles

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

Indianapolis, IN

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

Greenfield, IN

Fair PriceRobust · 161
$31,59019,481 mi

Market: $23,500 – $38,213

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Greenfield, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Evansville, IN

Fair PriceRobust · 91
$31,5996,888 mi

Market: $24,500 – $34,120

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Evansville, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Greenfield, IN

Fair PriceRobust · 219
$31,99021,159 mi

Market: $25,588 – $36,281

Comparison: 219 similar vehicles

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

Greenfield, IN

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

Cedar Lake, IN

Fair PriceModerate · 21
$32,03840,795 mi

Market: $28,701 – $40,407

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Cedar Lake, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Valparaiso, IN

Fair PriceRobust · 170
$32,25626,733 mi

Market: $25,588 – $43,394

Comparison: 170 similar vehicles

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

Valparaiso, IN

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

Lebanon, IN

Fair PriceRobust · 146
$32,36726,003 mi

Market: $23,500 – $38,213

Comparison: 146 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Lebanon, IN

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

Elkhart, IN

Fair PriceRobust · 250
$32,4684,120 mi

Market: $21,945 – $41,542

Comparison: 250 similar vehicles

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

Elkhart, IN

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Michigan City, IN

UnscoredLimited · 8
$32,90020,779 mi

Comparison: 8 similar vehicles

Michigan City, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Fort Wayne, IN

Fair PriceRobust · 295
$32,91016,666 mi

Market: $23,400 – $36,281

Comparison: 295 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Fort Wayne, IN

2025 Subaru Outback Touring

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

2025 Subaru Outback Touring

Merrillville, IN

Fair PriceRobust · 84
$33,79835,505 mi

Market: $28,917 – $39,261

Comparison: 84 similar vehicles

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

Merrillville, IN

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

Greenwood, IN

Fair PriceRobust · 140
$33,9947,384 mi

Market: $23,500 – $38,213

Comparison: 140 similar vehicles

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

Greenwood, IN

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

Lafayette, IN

Fair PriceRobust · 186
$34,51810,288 mi

Market: $23,500 – $38,213

Comparison: 186 similar vehicles

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

Lafayette, IN

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Indianapolis, IN

Fair PriceRobust · 105
$34,99925,615 mi

Market: $26,948 – $38,800

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Indianapolis, IN

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

Clarksville, IN

OverpricedRobust · 100
$35,24618,447 mi

Market: $25,999 – $34,518

Comparison: 100 similar vehicles

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

Clarksville, IN

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Westfield, IN

Fair PriceRobust · 104
$35,40011,059 mi

Market: $26,948 – $38,800

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Westfield, IN

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Mishawaka, IN

Fair PriceRobust · 152
$35,41521,912 mi

Market: $27,900 – $38,800

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Mishawaka, IN

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Greenwood, IN

UnscoredLimited · 5
$35,7514,984 mi

Comparison: 5 similar vehicles

Greenwood, 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, 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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