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MoneyAtlas · Business report · Mad Dog Alpha AIReport v2 · Historical Research Snapshot 2026-11-02

Mad Dog Alpha AI
Historical Research Snapshot · as of 2026-11-02KPI strip is the Latest Revenue Snapshot · as of 2026-11-04

How did Mad Dog Alpha AI achieve nearly 30 days of revenue of $475 and cumulative revenue of $11,623?

Headline cites the Historical Research Snapshot. KPI strip is the Latest Revenue Snapshot.

app.mdalpha.ai

Product at a glance

what is it
Cloud-native AI analysis SaaS, automatically process, visualize and research complex data flows.
who is it for
Personal investors, quantitative researchers and analysis teams.
how does it charge
Adopt a subscription system, charge according to functions and usage levels, and provide a free starting plan.
business model
Acquire customers through free trials, and then achieve recurring revenue through tiered subscriptions and team seats.
Revenue for the past 30 days
$475

As of 2026-10-30

Open evidenceFact · as of 2026-11-04

Evidence type: Fact

Source: Latest Revenue Snapshot · provider payment sync

as of: 2026-11-04

Provider-verified revenue signal ≠ audited company financials.

Trust & limits → Method

monthly recurring revenue (MRR)
$1,096

As of 2026-10-30

Open evidenceFact · as of 2026-11-04

Evidence type: Fact

Source: Latest Revenue Snapshot · provider payment sync

as of: 2026-11-04

Provider-verified revenue signal ≠ audited company financials.

Trust & limits → Method

Accumulated total revenue
$11.7K

revenue data as of 2026-11-04 (public channel, updated daily)

Open evidenceFact · as of 2026-11-04

Evidence type: Fact

Source: Latest Revenue Snapshot · provider payment sync

as of: 2026-11-04

Provider-verified revenue signal ≠ audited company financials.

Trust & limits → Method

MRR = current monthly recurring run rate · 30-Day revenue = what the provider recorded in the trailing 30 days. Timing, not extra revenue, is why a ratio can exceed 100%.

Latest Revenue Snapshot · as of 2026-11-04(provider payment sync; as-of date shown) · Historical Research Snapshot · report data as of 2026-11-0201

Summary

What kind of business is this

Visit site app.mdalpha.ai

Optimize the landing page around key words such as AI stock selection, data analysis, and research reports, and enter the financial technology and SaaS directory to obtain external links and trial traffic.

Product form
Web online software workstation
Category
Fintech
Charging method
Online self-service subscription
app.mdalpha.ai

Core growth findings

Findings may cite earlier snapshots; header KPIs carry Fact and a revenue as-of date. Revenue as of 2026-11-04.

  1. 01

    Product positioning and self-service conversion

    Strengthen the decision-making card and the instant value of public samples, use the free starting plan to guide users to create their first research report and naturally upgrade their subscription.

  2. 02

    Social and founder community distribution

    Share reusable research cases and performance records in investment communities and founder channels, drive discussions and invitations to convert with transparent samples.

  3. 03

    Search keywords and external directory exposure

    Optimize the landing page around key words such as AI stock selection, data analysis, and research reports, and enter the financial technology and SaaS directory to obtain external links and trial traffic.

Number tags
FactStraight from the source
DerivedCalculated from facts
ClaimedSelf-reported, unverified
EstimateOur reading

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  1. ?What product structure supports $475 a month?
  2. ?Which channels bring customers in, and which of them actually pay?
  3. ?Can this playbook be copied, and under what conditions?
  • 01The business
  • 02Where customers come from
  • 03Growth plays
  • 04Social & community
  • 05Timeline
  • 06What to copy
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Demo · Illustrative only

Sample cards below are placeholders to show report shape. They are not Mad Dog Alpha AI's metrics — real KPIs stay in the blue header above.

Revenue · last 30 days

+XXX%

$XX,XXX

Top post on XViral

Placeholder post — this is the shape of a launch thread in the report, not a real claim.

X,XXXXXXX.XXM

Growth tactic

Post a before-and-after demo on X first, then put that post on the pricing page.

Illustrative preview — not actual Mad Dog Alpha AI data.

This report is free to read

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