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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

428 listings found

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Tiverton, RI

UnscoredLimited · 12
$15,408127,910 mi

Comparison: 12 similar vehicles

Tiverton, RI

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Tiverton, RI

Fair PriceLimited · 19
$16,408104,525 mi

Market: $13,665 – $18,134

Comparison: 19 similar vehicles

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

Tiverton, RI

2016 Mercedes-Benz E-Class E350 Sport

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

2016 Mercedes-Benz E-Class E350 Sport

Tiverton, RI

Fair PriceModerate · 38
$16,40893,041 mi

Market: $7,450 – $27,890

Comparison: 38 similar vehicles

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

Tiverton, RI

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Tiverton, RI

Fair PriceModerate · 33
$18,40898,825 mi

Market: $14,627 – $19,634

Comparison: 33 similar vehicles

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

Tiverton, RI

2016 Mercedes-Benz C-Class C300

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

2016 Mercedes-Benz C-Class C300

Tiverton, RI

UnscoredInsufficient · 4
$19,40840,796 mi

Comparison: 4 similar vehicles

Tiverton, RI

2018 Mercedes-Benz E-Class E300

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

2018 Mercedes-Benz E-Class E300

Tiverton, RI

UnscoredInsufficient · 3
$20,40887,632 mi

Comparison: 3 similar vehicles

Tiverton, RI

2014 Mercedes-Benz E-Class E550 Sport

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

2014 Mercedes-Benz E-Class E550 Sport

Tiverton, RI

UnscoredLimited · 7
$23,40861,060 mi

Comparison: 7 similar vehicles

Tiverton, RI

2019 Mercedes-Benz GLS-Class GLS450

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

2019 Mercedes-Benz GLS-Class GLS450

Tiverton, RI

UnscoredLimited · 5
$25,40884,877 mi

Comparison: 5 similar vehicles

Tiverton, RI

2023 Mercedes-Benz GLB Base

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

2023 Mercedes-Benz GLB Base

Tiverton, RI

UnscoredLimited · 9
$26,35664,578 mi

Comparison: 9 similar vehicles

Tiverton, RI

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Tiverton, RI

Fair PriceModerate · 26
$26,40899,099 mi

Market: $21,832 – $33,547

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tiverton, RI

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Tiverton, RI

UnscoredLimited · 9
$27,40863,979 mi

Comparison: 9 similar vehicles

Tiverton, RI

2017 Mercedes-Benz GLE-Class GLE350

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

2017 Mercedes-Benz GLE-Class GLE350

Tiverton, RI

UnscoredInsufficient · 0
$27,40830,179 mi

Tiverton, RI

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

Tiverton, RI

Fair PriceLimited · 17
$29,40839,072 mi

Market: $23,870 – $32,990

Comparison: 17 similar vehicles

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

Tiverton, RI

2023 Mercedes-Benz GLA Base

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

2023 Mercedes-Benz GLA Base

Tiverton, RI

Fair PriceLimited · 11
$30,40823,027 mi

Market: $27,315 – $30,590

Comparison: 11 similar vehicles

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

Tiverton, RI

2017 Mercedes-Benz S-Class S550

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

2017 Mercedes-Benz S-Class S550

Tiverton, RI

Fair PriceLimited · 16
$30,40879,920 mi

Market: $17,985 – $94,000

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Tiverton, RI

2024 Mercedes-Benz GLA GLA250

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

2024 Mercedes-Benz GLA GLA250

Tiverton, RI

UnscoredLimited · 19
$31,40829,446 mi

Comparison: 19 similar vehicles

Tiverton, RI

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

Tiverton, RI

Fair PriceLimited · 10
$31,40822,405 mi

Market: $26,574 – $33,900

Comparison: 10 similar vehicles

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

Tiverton, RI

2021 Mercedes-Benz Sprinter Cargo Van Base

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

2021 Mercedes-Benz Sprinter Cargo Van Base

Tiverton, RI

Fair PriceLimited · 11
$33,40858,412 mi

Market: $21,495 – $34,607

Comparison: 11 similar vehicles

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

Tiverton, RI

2021 Mercedes-Benz E-Class E350

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

2021 Mercedes-Benz E-Class E350

Tiverton, RI

OverpricedLimited · 15
$33,99841,216 mi

Market: $25,588 – $32,995

Comparison: 15 similar vehicles

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

Tiverton, RI

2021 Mercedes-Benz E-Class E350

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

2021 Mercedes-Benz E-Class E350

Tiverton, RI

OverpricedModerate · 22
$34,40854,768 mi

Market: $24,750 – $30,794

Comparison: 22 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

OverpricedLimited · 12
$34,98842,585 mi

Market: $25,897 – $33,774

Comparison: 12 similar vehicles

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

Tiverton, RI

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

Fair PriceModerate · 25
$35,39229,034 mi

Market: $30,000 – $36,589

Comparison: 25 similar vehicles

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

Tiverton, RI

2025 Mercedes-Benz GLA GLA250

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

2025 Mercedes-Benz GLA GLA250

Tiverton, RI

UnscoredInsufficient · 3
$35,40821,845 mi

Comparison: 3 similar vehicles

Tiverton, RI

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

Fair PriceModerate · 38
$35,40834,455 mi

Market: $33,389 – $39,082

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 554 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

Fair PriceLimited · 16
$35,40834,828 mi

Market: $29,315 – $35,418

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

OverpricedLimited · 16
$35,41835,760 mi

Market: $29,315 – $35,408

Comparison: 16 similar vehicles

Tiverton, RI

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

Fair PriceModerate · 38
$36,40833,027 mi

Market: $33,389 – $39,082

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

UnscoredLimited · 8
$37,40814,473 mi

Comparison: 8 similar vehicles

Tiverton, RI

2025 Mercedes-Benz C-Class Sedan C 300

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

2025 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

UnscoredInsufficient · 4
$38,40823,752 mi

Comparison: 4 similar vehicles

Tiverton, RI

2024 Mercedes-Benz GLC 300

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

2024 Mercedes-Benz GLC 300

Tiverton, RI

Fair PriceLimited · 19
$38,90827,539 mi

Market: $36,418 – $42,497

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 574 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz EQE Base

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

2023 Mercedes-Benz EQE Base

Tiverton, RI

UnscoredLimited · 9
$39,14619,070 mi

Comparison: 9 similar vehicles

Tiverton, RI

2022 Mercedes-Benz Metris Cargo Van Base

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

2022 Mercedes-Benz Metris Cargo Van Base

Tiverton, RI

UnscoredInsufficient · 0
$39,40813,453 mi

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

UnscoredInsufficient · 0
$40,40810,664 mi

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,4085,617 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Tiverton, RI

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

Tiverton, RI

Fair PriceLimited · 19
$41,4089,880 mi

Market: $32,995 – $42,593

Comparison: 19 similar vehicles

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

Tiverton, RI

2024 Mercedes-Benz GLC 300

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

2024 Mercedes-Benz GLC 300

Tiverton, RI

Fair PriceLimited · 15
$41,40819,972 mi

Market: $42,299 – $44,417

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 535 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz Metris Cargo Van Base

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

2023 Mercedes-Benz Metris Cargo Van Base

Tiverton, RI

UnscoredInsufficient · 0
$41,4089,403 mi

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,6401,427 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,6401,604 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,6401,600 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,8201,328 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$41,8202,640 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Tiverton, RI

2023 Mercedes-Benz Metris Cargo Van Base

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

2023 Mercedes-Benz Metris Cargo Van Base

Tiverton, RI

UnscoredInsufficient · 0
$41,90840,972 mi

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$42,3151,545 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Tiverton, RI

Fair PriceRobust · 59
$42,495455 mi

Market: $39,476 – $55,180

Comparison: 59 similar vehicles

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

Tiverton, RI

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

Tiverton, RI

Fair PriceLimited · 12
$43,40815,850 mi

Market: $37,794 – $47,339

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Tiverton, RI

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Tiverton, RI

UnscoredLimited · 8
$44,115Mileage not verified

Comparison: 8 similar vehicles

Tiverton, RI

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Tiverton, RI

Fair PriceRobust · 67
$44,4087,496 mi

Market: $42,895 – $54,365

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 298 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Tiverton, RI

Fair PriceRobust · 67
$44,4088,030 mi

Market: $42,895 – $54,365

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 298 days listed (based on current market benchmarks)

Tiverton, RI

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Tiverton, RI

Fair PriceRobust · 67
$44,4086,678 mi

Market: $42,895 – $54,365

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 254 days listed (based on current market benchmarks)

Tiverton, RI

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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