Company list analysis · B2B Italy · DEC-250

See which companies on your list to review first.

Upload a list of Italian companies. Receive a ranking with scores and reasons to help you decide where to start.

Purchase is governed by the General Terms and the DEC-250 Service Conditions.

49 EUROne-time purchase, with no subscription or automatic renewal.
Up to 250Valid decision outputs from the buyer's clean list.
B2B ItalyItalian fiscal data and SDI/PEC are required.
Two pathsCustomer area for people; authenticated contract for software and AI.
Diagram showing a buyer-provided B2B Italy list becoming up to 250 scored and auditable lead decisions

Demonstration in 85 seconds

See how DEC-250 ranks an existing company list.

From Excel or CSV validation to opportunity score, confidence, priority, reason and delivery.

The example uses fictional company data. DEC-250 does not discover new contacts, guarantee sales or contact anyone.

The video contains English narration.

Read the transcript

A list of companies is not useful if you do not know where to start. With DEC-250, a company uploads its Excel or CSV file from the dashboard. Software can send the same data through the dedicated path.

MachineSignal checks the format, errors and duplicates. The list must already exist: the service does not search for new contacts. Each valid row receives an opportunity score, confidence, priority, reason and next step.

The result arrives in the dashboard, ready to download. For software, it is also available in JSON format.

DEC-250 costs 49 euros. It is a one-time purchase, with no subscription and no automatic renewal. It analyses up to 250 Italian B2B companies. MachineSignal sorts the list, but does not guarantee sales or contact anyone.

Choose how to buy

The result is the same; the path changes

Company purchase

Registration, company details, Excel or CSV upload, payment and delivery inside the customer area.

Software/AI purchase

Structured order, automatic validation, private checkout and authenticated delivery through the existing technical contracts.

Product fit

Use DEC-250 when the list already exists

This product does not discover or sell a new lead list. It evaluates valid company, domain, CRM or lead records supplied by the buyer and turns each valid row into an operational decision.

What you provide

A list of identifiable Italian companies without duplicate rows, in Excel or CSV; your software can also submit it.

Good fit

You already have a list and want to decide which companies deserve an initial sales review.

Not a fit

Not suitable if you need a new list, are not buying as an Italian business, or expect automatic messages or CRM changes.

What you receive

What the customer or its software receives

Every valid target produces a complete decision envelope. Duplicates and invalid inputs do not consume a valid-output credit and must return an explicit status or limitation.

Decision evidence

  • Opportunity score: an indication of which companies to review first.
  • Evaluation confidence.
  • Concise decision reason.

Suggested next steps

  • Operational decision.
  • Commercial priority ordering.
  • Next-purchase route where applicable.

Result references and checks

  • Up to 250 evaluated targets.
  • Repeated requests do not create duplicate results (idempotency).
  • Auditable reference and credit outcome.
Machine boundary: no automatic external contact, payment, CRM write or customer webhook is performed by this output.

One synthetic decision

From a company signal to a reasoned route

For synthetic Officine Alfa S.r.l., the decision combines an 86/100 opportunity score with 0.81 confidence, a concise reason and the internal route `review_in_crm`. It is one decision from a pack of up to 250 valid outputs.

  • Priority: high.
  • Decision: prioritize.
  • Reason: recurring quoting demand and manual handoffs suggest a measurable operational opportunity.
  • Uncertainty remains visible; the result is not represented as certainty.
{
  "product_code": "MS-DEC-250",
  "record_position": "1 of up to 250",
  "opportunity_score": 86,
  "confidence": 0.81,
  "decision": "prioritize",
  "priority": "high",
  "suggested_route": "review_in_crm",
  "external_action_allowed": false
}

Software and AI-agent path

The software asks; the agent flow validates

1

Structured intent

The external buyer machine submits B2B Italy identity, fiscal, SDI/PEC, authority and product data.

2

Automatic validation

The private zero-touch agent flow validates scope, legal approvals, duplicates and buyer authority with an auditable receipt. No per-order human review is required.

3

Private checkout

After validation, the same buyer machine receives a buyer-specific Stripe Checkout Session only through its receipt-authenticated order status. No reusable public checkout is exposed.

Current production state: eligible B2B Italy orders are processed zero-touch by the agent flow. Payment unlocks the order-scoped input channel, real DEC processing, authenticated delivery and automatic FIC/SdI invoicing.

After DEC-250

Qualified decisions can continue to ACT-25

The same buyer may continue with exactly 25 qualified outputs only after a paid and completed DEC-250 delivery and a seller-signed entitlement bound to the buyer, source order, delivery and record set.