Skip to main content
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 12, 2026

6M+

Unique vehicles analyzed

as of October 12, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

499 listings found

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Ashland, WI

Fair PriceRobust · 147
$24,620Mileage not verified

Market: $24,084 – $34,970

Comparison: 147 similar vehicles

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

Ashland, WI

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Ashland, WI

Fair PriceRobust · 147
$26,537Mileage not verified

Market: $24,084 – $34,970

Comparison: 147 similar vehicles

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

Ashland, WI

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Ashland, WI

Fair PriceRobust · 147
$28,240Mileage not verified

Market: $24,084 – $34,970

Comparison: 147 similar vehicles

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

Ashland, WI

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Ashland, WI

Fair PriceRobust · 79
$29,666Mileage not verified

Market: $26,735 – $35,220

Comparison: 79 similar vehicles

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

Ashland, WI

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

Ashland, WI

Fair PriceRobust · 124
$29,849Mileage not verified

Market: $28,371 – $30,804

Comparison: 124 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$31,604Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$32,104Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$32,204Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

2027 Toyota Unknown

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

2027 Toyota Unknown

Ashland, WI

UnscoredInsufficient · 0
$34,995Mileage not verified

Ashland, WI

2027 Toyota Corolla XLE

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

2027 Toyota Corolla XLE

Ashland, WI

Fair PriceModerate · 23
$35,064Mileage not verified

Market: $31,144 – $37,327

Comparison: 23 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ashland, WI

Fair PriceRobust · 1005
$35,637Mileage not verified

Market: $27,999 – $40,065

Comparison: 1005 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ashland, WI

Fair PriceRobust · 1005
$35,684Mileage not verified

Market: $27,999 – $40,065

Comparison: 1005 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ashland, WI

Fair PriceRobust · 1005
$35,754Mileage not verified

Market: $27,999 – $40,065

Comparison: 1005 similar vehicles

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

Ashland, WI

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Ashland, WI

Fair PriceLimited · 17
$35,986Mileage not verified

Market: $33,850 – $37,114

Comparison: 17 similar vehicles

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

Ashland, WI

2027 Toyota Corolla XLE

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

2027 Toyota Corolla XLE

Ashland, WI

Fair PriceModerate · 23
$36,339Mileage not verified

Market: $31,144 – $37,327

Comparison: 23 similar vehicles

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

Ashland, WI

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Ashland, WI

Fair PriceRobust · 183
$36,899Mileage not verified

Market: $35,247 – $37,704

Comparison: 183 similar vehicles

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

Ashland, WI

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Ashland, WI

Fair PriceModerate · 36
$37,309Mileage not verified

Market: $34,908 – $38,034

Comparison: 36 similar vehicles

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

Ashland, WI

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Ashland, WI

Fair PriceModerate · 36
$37,545Mileage not verified

Market: $34,908 – $38,034

Comparison: 36 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Ashland, WI

Fair PriceRobust · 350
$38,552Mileage not verified

Market: $34,245 – $43,769

Comparison: 350 similar vehicles

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

Ashland, WI

2027 Honda CR-V Sport

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

2027 Honda CR-V Sport

Ashland, WI

UnscoredLimited · 6
$38,984Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Ashland, WI

Fair PriceLimited · 10
$39,149Mileage not verified

Market: $39,149 – $39,604

Comparison: 10 similar vehicles

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

Ashland, WI

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

Ashland, WI

Fair PriceLimited · 10
$39,149Mileage not verified

Market: $39,149 – $39,604

Comparison: 10 similar vehicles

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

Ashland, WI

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

Ashland, WI

Fair PriceLimited · 10
$39,149300 mi

Market: $39,149 – $39,604

Comparison: 10 similar vehicles

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

Ashland, WI

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

Ashland, WI

Fair PriceLimited · 10
$39,149Mileage not verified

Market: $39,149 – $39,604

Comparison: 10 similar vehicles

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

Ashland, WI

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

Ashland, WI

Fair PriceLimited · 10
$39,149Mileage not verified

Market: $39,149 – $39,604

Comparison: 10 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Ashland, WI

Fair PriceRobust · 135
$39,829Mileage not verified

Market: $34,060 – $43,119

Comparison: 135 similar vehicles

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

Ashland, WI

2027 Toyota Prius Plug-in Hybrid XSE

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

2027 Toyota Prius Plug-in Hybrid XSE

Ashland, WI

UnscoredInsufficient · 4
$39,833Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Ashland, WI

Fair PriceRobust · 185
$39,868Mileage not verified

Market: $32,719 – $43,564

Comparison: 185 similar vehicles

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

Ashland, WI

2027 Honda CR-V TrailSport

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

2027 Honda CR-V TrailSport

Ashland, WI

Fair PriceModerate · 25
$40,664250 mi

Market: $39,956 – $41,904

Comparison: 25 similar vehicles

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

Ashland, WI

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Ashland, WI

Fair PriceRobust · 111
$41,799Mileage not verified

Market: $41,269 – $46,830

Comparison: 111 similar vehicles

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

Ashland, WI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Ashland, WI

Fair PriceRobust · 348
$43,198Mileage not verified

Market: $40,814 – $88,015

Comparison: 348 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Ashland, WI

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

Ashland, WI

Fair PriceRobust · 155
$44,699Mileage not verified

Market: $43,650 – $45,654

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Ashland, WI

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Ashland, WI

Fair PriceRobust · 79
$45,595Mileage not verified

Market: $43,328 – $48,509

Comparison: 79 similar vehicles

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

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 290
$45,801Mileage not verified

Market: $42,640 – $54,409

Comparison: 290 similar vehicles

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

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 290
$46,180Mileage not verified

Market: $42,640 – $54,409

Comparison: 290 similar vehicles

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

Ashland, WI

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Ashland, WI

Fair PriceLimited · 15
$48,702Mileage not verified

Market: $47,034 – $49,965

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Ashland, WI

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

Ashland, WI

Fair PriceRobust · 462
$48,959Mileage not verified

Market: $44,736 – $56,885

Comparison: 462 similar vehicles

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

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 290
$49,373Mileage not verified

Market: $42,640 – $54,409

Comparison: 290 similar vehicles

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

Ashland, WI

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Ashland, WI

Fair PriceRobust · 248
$50,895Mileage not verified

Market: $47,190 – $59,729

Comparison: 248 similar vehicles

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

Ashland, WI

2027 Toyota Crown Limited

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

2027 Toyota Crown Limited

Ashland, WI

UnscoredInsufficient · 0
$51,499Mileage not verified

Ashland, WI

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Ashland, WI

Fair PriceRobust · 60
$52,412Mileage not verified

Market: $51,080 – $73,405

Comparison: 60 similar vehicles

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

Ashland, WI

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Ashland, WI

Fair PriceRobust · 248
$52,451Mileage not verified

Market: $47,190 – $59,729

Comparison: 248 similar vehicles

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

Ashland, WI

2027 Jeep Wrangler 4-Door Sahara

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

2027 Jeep Wrangler 4-Door Sahara

Ashland, WI

Fair PriceRobust · 67
$55,572Mileage not verified

Market: $52,211 – $59,635

Comparison: 67 similar vehicles

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

Ashland, WI

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Ashland, WI

Fair PriceRobust · 63
$57,169Mileage not verified

Market: $53,400 – $63,465

Comparison: 63 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$61,296Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$61,488Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Ashland, WI

Fair PriceRobust · 81
$61,855Mileage not verified

Market: $48,170 – $72,888

Comparison: 81 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$62,270Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Ashland, WI

Fair PriceRobust · 69
$63,637Mileage not verified

Market: $61,048 – $68,640

Comparison: 69 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$65,254Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.