MARGINOS
MARGINOS is a German AI decision system for automotive retail. It scores every used vehicle in a dealer's stock individually and issues a daily action (hold, reprice or switch channel) to protect margin and cut days in stock.
What is MARGINOS?
MARGINOS is a decision system for used vehicle inventory, sold as B2B software to car dealerships and dealer groups. Its publisher describes it as an AI-based decision intelligence system for automotive retail, and its distinguishing claim is the level at which it works: it treats every single vehicle as its own economic unit, with its own market window, cost structure and risk profile, and re-evaluates each one every day.
The system does not replace a dealer management system or a CRM. It sits above the tools a dealership already runs, consumes their data, and returns something those tools do not produce: a concrete, prioritised action per vehicle. The inputs are real-time market data, the dealer's own vehicle records, days in stock and tied-up capital, and the dealer's cost base, margin targets and trading rules. The output is a daily ranked list of decisions.
Four questions structure the product: whether to hold or act on a given car, when to act and when to wait, which vehicle deserves attention first, and where money is being lost right now. Around this sit real-time market price comparison, holding cost forecasting, capital lock-up analysis at unit level, prioritised margin alerts on the higher plan, and a CSV export of realised sales.
Inventory reaches the system either through a read-only connection to a mobile.de dealer account, which then stays synchronised, or through a CSV import for dealers without that connection. A direct DMS link is presented as not strictly necessary.
The vendor frames the problem in its own figures: an average dealer holds about 45 vehicles at roughly 18,000 EUR each, so more than 800,000 EUR sits idle. It claims results of around 480 EUR more margin per vehicle, up to 35 percent faster sell-through and sixteen fewer days in stock, and says the product was built with more than 25 dealerships. These are vendor claims, published without a study, a named customer or an attributed testimonial.
The interface is available in German and English. A public Insights page shares aggregated, anonymised patterns drawn from daily decisions. There is no free tier, no self-service sign-up and no mobile app: access is enabled manually after a demo and an onboarding call.
What it does
- Calculate daily, for each vehicle, whether it is earning margin or destroying it
- Re-prioritise the whole stock every day by economic urgency
- Recommend the next action: adjust the price, change the sales channel, or hold
- Flag vehicles whose days in stock are drifting before holding costs eat the margin
- Show tied-up capital and holding costs vehicle by vehicle, in real time
- Compare each vehicle against real-time market prices
- Import and keep the inventory in sync from a mobile.de dealer account or a CSV file
When to use MARGINOS / When not to
A quick filter to help you decide if MARGINOS is the right fit.
When to use MARGINOS
- Owner-managed used car dealerships holding roughly 20 to 200 vehicles
- Dealer groups that want to steer margin location by location
- Professional multi-brand used vehicle traders
- Dealers whose stock already lives on a mobile.de dealer account
- Sales or inventory managers who act on a daily priority list rather than monthly reports
When not to use MARGINOS
- Dealers looking to replace their DMS or CRM, which this tool deliberately does not do
- Buyers who only want another reporting dashboard, a use the vendor explicitly rejects
- Very small or occasional traders, since the cheapest plan costs 99 EUR per month
- Teams wanting instant self-service sign-up, as access is switched on manually after a demo
- Organisations requiring published terms, a DPA or a security certification before purchase
How to use MARGINOS
A typical end-to-end flow, from setup to results.
- Fill in the demo form on the home page: name, dealership, email, phone and the size of your stock
- Pick your inventory band in the form: under 50, 50 to 150, 150 to 500, or over 500 vehicles
- Wait for the team to call back personally, usually within 24 hours
- Take the 15-minute demo, which the vendor runs on your own real inventory
- Choose a plan: Starter, Professional or a custom Enterprise scope
- Enter payment details, by card or SEPA direct debit, and accept the terms and cancellation notice
- Complete onboarding: business data, operating costs, trading rules and margin targets
- Connect the inventory by pasting your mobile.de dealer page link or customer ID (read-only access)
- If the mobile.de account has no Search API access, request it from mobile.de or import a CSV instead
- Wait for the account to be switched on, normally in less than one business day, then work the daily list
Pros & Cons
Pros
- Decisions are made per vehicle rather than across the stock as a whole, which is a genuinely narrow and clearly held position
- Entry pricing is public and low for a B2B tool: 99 EUR per month, billed monthly, cancellable at any time
- It does not ask the dealer to replace an existing DMS or CRM
- The mobile.de connection is read-only, revocable, and applies no price change without approval
- A CSV import is offered for dealers with no marketplace connection or a custom data structure
- Onboarding is done personally by the vendor, with access announced in under one business day
- The interface exists in both German and English, and the public Insights page states its own methodology
Cons
- No legal entity is named anywhere: the German legal notice lists only two individuals, with no company form, commercial register, court or VAT number
- The terms and conditions and the cancellation notice must be accepted at checkout but are published nowhere on the site
- The privacy policy is minimal and covers only the marketing website, not the platform or the inventory data it processes
- No retention period, no processor list, no data processing agreement and no legal basis are stated
- No security certification of any kind is claimed, and the footer badge is an association membership, not a certificate
- There is no free plan, no free trial and no self-service sign-up
- The headline results are vendor claims with no study, no named reference customer and no attributed testimonial
Pricing & Plans
There is no free plan and no free trial. The published catalogue contains three tiers, all paid, and the lowest price point is 99.00 EUR per month for the Starter plan, which covers inventories of up to 50 vehicles. Billing is monthly and the subscription may be cancelled at any time, effective at the end of the billing period; the plan can also be changed at any time. Payment is taken by credit card or SEPA direct debit. The site does not state whether the advertised amounts are exclusive or inclusive of VAT.
- active margin monitoring
- clear action recommendations per vehicle
- email support
- prioritised margin alerts
- per-vehicle decision logic
- dedicated contact person
- custom vehicle count
- multi-site support
- custom setup
Data, GDPR & hosting
A consolidated view of how MARGINOS handles your data.
GDPR overview
A privacy policy is published in German and English at marginos.de/datenschutz, in seven short sections, with the English version marked as an unofficial translation. The controller is named as two natural persons, Patrick Maghazehi and Boris Panic, at an address in Munich, with hello@marginos.de as the privacy contact. Data subject rights are listed: information, rectification, erasure, restriction and objection. Beyond that the document is silent. It states no retention period, cites no legal basis, names no processor and offers no data processing agreement. No data protection officer is designated, and no Article 27 representative is needed since the publisher is established in Germany. The explicit claim GDPR compliant appears on an onboarding screen rather than in the policy itself.
Who owns the data?
The site publishes no ownership clause at all. Its privacy policy covers only the public website and its contact form, stating that personal data is collected solely when a visitor volunteers it, and listing name, email, phone, company details and message content. Nothing published describes who owns the vehicle, cost and margin data that the platform ingests from a dealer's inventory. Terms and conditions do exist as a checkbox in the payment flow, but they are not published anywhere on the site, so no contractual statement on data ownership can be read. During onboarding the vendor commits to read-only access, revocable at any time, with no price change applied without dealer approval.
Reuse rights
No published document grants or restricts reuse of data by the customer, because the terms and conditions referenced in the checkout are not available on the site. What the privacy policy does say is limited to the website: data is processed to handle enquiries, to make contact and to provide the services, and it is not passed to third parties except where the law requires it or where it is technically necessary. Hosting is described only as an external service. On the platform side, the inventory connection screen states that access to a mobile.de dealer account is read-only, revocable at any time, and that no price is changed without approval. Whether a dealer may export or reuse the resulting decisions is not addressed; a CSV export of realised sales does exist inside the application.
Data retention & training
Hosting summary
The site says almost nothing about hosting. Section 5 of the privacy policy states only that the website is operated through an external hosting service and that technical access data is processed to keep it running securely. No provider is named, no country is named and no region is named. That clause is also limited to the website itself. Nothing published describes where the platform stores the vehicle, cost and margin data a dealer connects to it, which is the material a buyer would most want located. No jurisdiction, no transfer mechanism and no sub-processor list is disclosed. Independently of any statement, the public site is served from a content delivery network on an anycast address. That is an observation about the marketing site and says nothing about where customer data resides.
Things to keep in mind
Risks and trade-offs to weigh before adopting MARGINOS.
- No legal entity is identifiable: with only two private individuals named and no register entry, a buyer has no company to contract with or to pursue
- The terms and the cancellation notice are accepted at checkout but never published, so the commercial commitment cannot be read before paying
- The privacy policy covers the website only; the vehicle, cost and margin data the platform ingests is governed by nothing published
- Delegating pricing judgement to a daily automated verdict can erode a team's own feel for its market if the recommendations are never questioned
- The system reads a dealer's full cost base and margin targets, which is commercially sensitive material held under no published retention or deletion rule
- Advertised gains and the figures in the product screenshots are illustrative vendor material, and treating them as forecasts would overstate the return
- The tool is young, with a first web capture in April 2026, so operational track record and long-term support are still unproven
Setup & Integrations
Technical difficulty
Low for the customer, because the vendor does the work. There is nothing to install and no development effort: the product is a web application and the account is set up personally after a demo and an onboarding call, announced in under one business day. The only technical step is obtaining Search API or ad-integration access on the mobile.de dealer account, and the site handles the case where that access is missing. Dealers without it import a CSV file instead. The real effort is not technical but commercial: supplying operating costs, trading rules and margin targets.
Deployment
Integrations
Supported languages
Behind MARGINOS
Social
Resources
All the official URLs gathered for verification and reference.
Frequently asked questions
What exactly does MARGINOS do?
Who is it aimed at?
Does it replace a DMS or a CRM?
What does it cost?
Is there a free trial or a free plan?
How is the vehicle inventory connected?
How long does it take to get started?
Is there an API or a mobile app?
Which languages does the interface support?
Who is behind the tool?
Should you pick MARGINOS?
MARGINOS holds an unusually narrow position and holds it consistently. Where most dealership software reports on the stock as a whole, this one commits to a single verdict per vehicle per day, and everything in the product follows from that choice. For a used car operation where margin quietly leaks through days in stock and late repricing, the idea is sound and the entry price is modest: 99 EUR per month, billed monthly, cancellable at any time, with a read-only inventory connection that changes no price without approval.
The reservations are not about the product but about what surrounds it. No legal entity is named anywhere: the German legal notice lists two individuals with no company form, no register entry, no court and no VAT number, a legal requirement left unmet. The terms and the cancellation notice must be accepted to pay, yet neither is published. The privacy policy is short and, on its own wording, covers the marketing website rather than the platform that will hold a dealer's purchase prices, costs and margins. There is no retention period, no processor list, no data processing agreement and no security certification.
The headline numbers deserve the same caution. The advertised gains, around 480 EUR more margin per vehicle, 35 percent faster sell-through and sixteen fewer days in stock, are vendor claims published without a study or a named reference. The figures in the product screenshots are explicitly an illustrative excerpt, not results.
The sensible route is the one the vendor already proposes: take the demo on your own inventory and judge the decisions against stock you know. Then ask for the contract, the company details and the data terms in writing before committing, because today none of the three can be read on the site.
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