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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 6, 2026 · refresh delayed · 2 days ago

5.9M+

Unique vehicles analyzed

as of October 6, 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

455 listings found

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Bemidji, MN

Fair PriceRobust · 88
$29,900Mileage not verified

Market: $28,371 – $30,804

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Bemidji, MN

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Bemidji, MN

UnscoredInsufficient · 3
$32,155Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Bemidji, MN

UnscoredInsufficient · 3
$32,155Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Bemidji, MN

UnscoredInsufficient · 3
$32,155Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Bemidji, MN

UnscoredInsufficient · 3
$32,155Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Bemidji, MN

UnscoredInsufficient · 3
$39,100Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Bemidji, MN

UnscoredInsufficient · 3
$39,100Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Bemidji, MN

UnscoredInsufficient · 3
$39,555Mileage not verified

Comparison: 3 similar vehicles

Bemidji, MN

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Bemidji, MN

Fair PriceRobust · 339
$40,580Mileage not verified

Market: $34,640 – $43,470

Comparison: 339 similar vehicles

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

Bemidji, MN

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Bemidji, MN

Fair PriceRobust · 339
$40,580Mileage not verified

Market: $34,640 – $43,470

Comparison: 339 similar vehicles

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

Bemidji, MN

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Bemidji, MN

Fair PriceModerate · 45
$44,540Mileage not verified

Market: $41,587 – $45,910

Comparison: 45 similar vehicles

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

Bemidji, MN

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Bemidji, MN

Fair PriceRobust · 206
$44,565Mileage not verified

Market: $40,814 – $83,350

Comparison: 206 similar vehicles

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

Bemidji, MN

2027 Honda CR-V Sport Touring

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

2027 Honda CR-V Sport Touring

Bemidji, MN

Fair PriceRobust · 152
$44,850Mileage not verified

Market: $43,225 – $45,654

Comparison: 152 similar vehicles

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

Bemidji, MN

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Bemidji, MN

Fair PriceRobust · 67
$45,595Mileage not verified

Market: $42,362 – $46,719

Comparison: 67 similar vehicles

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

Bemidji, MN

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Bemidji, MN

Fair PriceRobust · 231
$48,374Mileage not verified

Market: $40,772 – $52,024

Comparison: 231 similar vehicles

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

Bemidji, MN

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Bemidji, MN

Fair PriceRobust · 371
$50,990Mileage not verified

Market: $45,254 – $56,885

Comparison: 371 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Bemidji, MN

Fair PriceRobust · 77
$51,925Mileage not verified

Market: $45,063 – $79,195

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bemidji, MN

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Bemidji, MN

Fair PriceRobust · 75
$52,260Mileage not verified

Market: $47,242 – $61,664

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Bemidji, MN

Fair PriceRobust · 120
$52,730Mileage not verified

Market: $49,642 – $65,365

Comparison: 120 similar vehicles

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

Bemidji, MN

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Bemidji, MN

Fair PriceRobust · 75
$52,760Mileage not verified

Market: $47,242 – $61,664

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Bemidji, MN

Fair PriceRobust · 79
$53,218Mileage not verified

Market: $52,870 – $86,705

Comparison: 79 similar vehicles

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

Bemidji, MN

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Bemidji, MN

Fair PriceRobust · 178
$54,160Mileage not verified

Market: $47,154 – $56,452

Comparison: 178 similar vehicles

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

Bemidji, MN

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Bemidji, MN

Fair PriceRobust · 277
$54,640Mileage not verified

Market: $48,740 – $59,270

Comparison: 277 similar vehicles

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

Bemidji, MN

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Bemidji, MN

Fair PriceRobust · 77
$54,964Mileage not verified

Market: $45,063 – $79,195

Comparison: 77 similar vehicles

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

Bemidji, MN

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Bemidji, MN

Fair PriceRobust · 185
$56,196Mileage not verified

Market: $54,110 – $88,620

Comparison: 185 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Bemidji, MN

Fair PriceRobust · 79
$57,121Mileage not verified

Market: $52,870 – $86,705

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Bemidji, MN

Fair PriceRobust · 185
$59,574Mileage not verified

Market: $54,110 – $88,620

Comparison: 185 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Bemidji, MN

Fair PriceRobust · 120
$60,395Mileage not verified

Market: $49,642 – $65,365

Comparison: 120 similar vehicles

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

Bemidji, MN

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Bemidji, MN

Fair PriceRobust · 467
$61,620Mileage not verified

Market: $54,145 – $69,155

Comparison: 467 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Bemidji, MN

Fair PriceRobust · 145
$62,602Mileage not verified

Market: $55,795 – $70,465

Comparison: 145 similar vehicles

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

Bemidji, MN

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Bemidji, MN

Fair PriceRobust · 467
$63,550Mileage not verified

Market: $54,145 – $69,155

Comparison: 467 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Bemidji, MN

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Bemidji, MN

Fair PriceRobust · 467
$64,100Mileage not verified

Market: $54,145 – $69,155

Comparison: 467 similar vehicles

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

Bemidji, MN

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Bemidji, MN

UnscoredInsufficient · 4
$66,355Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Bemidji, MN

UnscoredInsufficient · 4
$67,237Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Bemidji, MN

UnscoredInsufficient · 4
$67,546Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Bemidji, MN

UnscoredInsufficient · 4
$67,687Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Bemidji, MN

UnscoredInsufficient · 4
$69,533Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Bemidji, MN

UnscoredInsufficient · 4
$70,295Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 RAM 1500 Pickup Rebel

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

2027 RAM 1500 Pickup Rebel

Bemidji, MN

Fair PriceRobust · 97
$72,960Mileage not verified

Market: $59,505 – $82,694

Comparison: 97 similar vehicles

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

Bemidji, MN

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Bemidji, MN

UnscoredInsufficient · 4
$73,260Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Bemidji, MN

UnscoredInsufficient · 4
$73,400Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Bemidji, MN

UnscoredInsufficient · 4
$74,155Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Bemidji, MN

UnscoredInsufficient · 4
$75,684Mileage not verified

Comparison: 4 similar vehicles

Bemidji, MN

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Bemidji, MN

Fair PriceRobust · 219
$76,412Mileage not verified

Market: $77,020 – $98,760

Comparison: 219 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 45 days listed (based on current market benchmarks)

Bemidji, MN

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Bemidji, MN

Fair PriceRobust · 65
$84,708Mileage not verified

Market: $82,202 – $88,335

Comparison: 65 similar vehicles

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

Bemidji, MN

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Bemidji, MN

Fair PriceRobust · 219
$85,161Mileage not verified

Market: $76,412 – $98,760

Comparison: 219 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Bemidji, MN

2027 Chevrolet Suburban Premier

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

2027 Chevrolet Suburban Premier

Bemidji, MN

Fair PriceLimited · 16
$92,315Mileage not verified

Market: $82,695 – $102,223

Comparison: 16 similar vehicles

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

Bemidji, MN

2027 Ford F-350 Super Duty Platinum

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

2027 Ford F-350 Super Duty Platinum

Bemidji, MN

Fair PriceRobust · 176
$95,257Mileage not verified

Market: $82,358 – $117,540

Comparison: 176 similar vehicles

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

Bemidji, MN

2027 Ford F-350 Super Duty Platinum

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

2027 Ford F-350 Super Duty Platinum

Bemidji, MN

Fair PriceRobust · 176
$101,810Mileage not verified

Market: $82,358 – $117,540

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bemidji, MN

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Bemidji, MN

UnscoredLimited · 6
$25,554Mileage not verified

Comparison: 6 similar vehicles

Bemidji, MN

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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