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.

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
- monthly recurring revenue (MRR)
- $1,096
- Accumulated total revenue
- $11.7K
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.
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.
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.
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%.
Summary
What kind of business is this
Visit site app.mdalpha.aiOptimize 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

Core growth findings
Findings may cite earlier snapshots; header KPIs carry Fact and a revenue as-of date. Revenue as of 2026-11-04.
- 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.
- 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.
- 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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- ?What product structure supports $475 a month?
- ?Which channels bring customers in, and which of them actually pay?
- ?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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