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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

47 listings found

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 3
$18,99815,043 mi

Comparison: 3 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Marlborough, MA

UnscoredInsufficient · 3
$19,99532,382 mi

Comparison: 3 similar vehicles

Marlborough, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Newton, MA

UnscoredInsufficient · 0
$20,28365,917 mi

Newton, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 4
$20,4986,118 mi

Comparison: 4 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 4
$20,4986,263 mi

Comparison: 4 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Hanover, MA

UnscoredInsufficient · 0
$20,4987,248 mi

Hanover, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Milford, MA

UnscoredInsufficient · 0
$21,29568,849 mi

Milford, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Framingham, MA

Unscored
$21,59047,498 mi

Comparison: 6 similar vehicles

Framingham, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Haverhill, MA

Unscored
$21,98420,627 mi

Comparison: 7 similar vehicles

Haverhill, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Lunenburg, MA

Unscored
$22,42435,915 mi

Comparison: 6 similar vehicles

Lunenburg, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Belmont, MA

Unscored
$22,43824,289 mi

Comparison: 8 similar vehicles

Belmont, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Wakefield, MA

Unscored
$22,70023,849 mi

Comparison: 7 similar vehicles

Wakefield, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Canton, MA

UnscoredInsufficient · 0
$22,88544,503 mi

Canton, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Belmont, MA

UnscoredInsufficient · 0
$23,02047,944 mi

Belmont, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Arlington, MA

Unscored
$23,07520,308 mi

Comparison: 8 similar vehicles

Arlington, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Haverhill, MA

UnscoredInsufficient · 0
$23,24536,176 mi

Haverhill, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

North Attleborough, MA

UnscoredInsufficient · 0
$23,49526,184 mi

North Attleborough, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Hanover, MA

Unscored
$23,49810,485 mi

Comparison: 7 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Danvers, MA

UnscoredInsufficient · 3
$23,58325,037 mi

Comparison: 3 similar vehicles

Danvers, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Framingham, MA

UnscoredInsufficient · 3
$23,59021,552 mi

Comparison: 3 similar vehicles

Framingham, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Westport, MA

Unscored
$23,68741,579 mi

Comparison: 5 similar vehicles

Westport, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Clinton, MA

Fair PriceLimited · 16
$23,79929,536 mi

Market: $23,520 – $26,494

Comparison: 16 similar vehicles

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

Clinton, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Framingham, MA

UnscoredInsufficient · 0
$23,99044,526 mi

Framingham, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Hanover, MA

UnscoredInsufficient · 3
$23,99810,072 mi

Comparison: 3 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Westfield, MA

UnscoredInsufficient · 0
$24,05938,141 mi

Westfield, MA

2025 Subaru Solterra Premium

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

2025 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 0
$24,4989,123 mi

Hanover, MA

2025 Subaru Solterra Premium

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

2025 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 0
$24,4986,250 mi

Hanover, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Framingham, MA

Unscored
$24,59025,527 mi

Comparison: 7 similar vehicles

Framingham, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Bourne, MA

UnscoredInsufficient · 4
$24,64733,652 mi

Comparison: 4 similar vehicles

Bourne, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Brockton, MA

Unscored
$24,65814,619 mi

Comparison: 6 similar vehicles

Brockton, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Framingham, MA

UnscoredInsufficient · 0
$24,99033,863 mi

Framingham, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 3
$24,99812,056 mi

Comparison: 3 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 4
$25,4989,046 mi

Comparison: 4 similar vehicles

Hanover, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Lawrence, MA

UnscoredInsufficient · 3
$25,50018,584 mi

Comparison: 3 similar vehicles

Lawrence, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Shrewsbury, MA

UnscoredInsufficient · 3
$25,9928,085 mi

Comparison: 3 similar vehicles

Shrewsbury, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 3
$25,99815,461 mi

Comparison: 3 similar vehicles

Hanover, MA

2026 Subaru Solterra Premium

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

2026 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 0
$34,99810,111 mi

Hanover, MA

2027 Subaru Solterra Premium

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

2027 Subaru Solterra Premium

Milford, MA

UnscoredInsufficient · 3
$39,162Mileage not verified

Comparison: 3 similar vehicles

Milford, MA

2027 Subaru Solterra Premium

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

2027 Subaru Solterra Premium

Norwood, MA

UnscoredInsufficient · 4
$40,609Mileage not verified

Comparison: 4 similar vehicles

Norwood, MA

2027 Subaru Solterra Premium

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

2027 Subaru Solterra Premium

Belmont, MA

UnscoredInsufficient · 3
$41,061Mileage not verified

Comparison: 3 similar vehicles

Belmont, MA

2027 Subaru Solterra Limited

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

2027 Subaru Solterra Limited

Milford, MA

UnscoredInsufficient · 3
$41,749Mileage not verified

Comparison: 3 similar vehicles

Milford, MA

2027 Subaru Solterra Limited

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

2027 Subaru Solterra Limited

Norwood, MA

UnscoredInsufficient · 4
$43,984Mileage not verified

Comparison: 4 similar vehicles

Norwood, MA

2027 Subaru Solterra Limited XT

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

2027 Subaru Solterra Limited XT

Haverhill, MA

UnscoredInsufficient · 3
$45,903Mileage not verified

Comparison: 3 similar vehicles

Haverhill, MA

2027 Subaru Solterra Limited XT

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

2027 Subaru Solterra Limited XT

Lunenburg, MA

Unscored
$45,968Mileage not verified

Comparison: 5 similar vehicles

Lunenburg, MA

2027 Subaru Solterra Touring XT

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

2027 Subaru Solterra Touring XT

Hanover, MA

UnscoredInsufficient · 0
$48,423Mileage not verified

Hanover, MA

2027 Subaru Solterra Touring XT

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

2027 Subaru Solterra Touring XT

Norwood, MA

Unscored
$48,939Mileage not verified

Comparison: 8 similar vehicles

Norwood, MA

2027 Subaru Solterra Touring XT

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

2027 Subaru Solterra Touring XT

Lunenburg, MA

Unscored
$49,423Mileage not verified

Comparison: 8 similar vehicles

Lunenburg, MA

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 route inbound buyer inquiries and control verified contact information.
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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