How did Mallary achieve nearly 30 days of revenue $3,180 and cumulative revenue $7,249?
Headline cites the Historical Research Snapshot. KPI strip is the Latest Revenue Snapshot.
Product at a glance
- what is it
- Mallary is a social media scheduling and auto-reply tool for developers, which can publish content and reply to comments through API, CLI, MCP, and AI tools.
- who is it for
- Developers, creators, founders, and multi-brand operating teams
- how does it charge
- It adopts a subscription package, including a 14-day free trial, and is tiered by function and usage.
- business model
- Subscription-based SaaS, which acquires customers through free trials and then upgrades to paid services through multi-account and automation functions.
- Revenue for the past 30 days
- $2,503
- monthly recurring revenue (MRR)
- $2,499
- Accumulated total revenue
- $7,742
as of 2026-10-20
Open evidenceFact · as of 2026-11-03
Evidence type: Fact
Source: Latest Revenue Snapshot · provider payment sync
as of: 2026-11-03
Provider-verified revenue signal ≠ audited company financials.
as of 2026-10-20
Open evidenceFact · as of 2026-11-03
Evidence type: Fact
Source: Latest Revenue Snapshot · provider payment sync
as of: 2026-11-03
Provider-verified revenue signal ≠ audited company financials.
Revenue data as of 2026-11-03 (public channels, updated daily)
Open evidenceFact · as of 2026-11-03
Evidence type: Fact
Source: Latest Revenue Snapshot · provider payment sync
as of: 2026-11-03
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 mallary.aiMallary allows developers to uniformly schedule nine major social platforms and automatically reply to comments through API, CLI, MCP, or ChatGPT, Claude. It lowers the threshold with a 14-day free trial and five-minute access, converting AI conversation and workflow users into subscription customers.
- Product form
- Web online software workstation
- Category
- Social Media
- 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 2026-11-03.
- 01
Developer-oriented self-service conversion
With API, CLI, MCP, and AI toolsets as selling points, along with free trials and five-minute setup, allowing developers to self-service access and quickly convert to paid.
- 02
Founder community and content distribution
Through founder stories, developer communities, and automated workflows for social content display, it attracts creators and multi-brand teams to try it out.
- 03
Keyword and directory exposure
It conducts search optimization around keywords such as social media API and MCP scheduling, and is included in AI tool and developer directories to obtain external traffic.
- Number tags
- FactStraight from the source
- DerivedCalculated from facts
- ClaimedSelf-reported, unverified
- EstimateOur reading
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- ?How did Mallary reach $3,180 30-day revenue and $7,249 all-time?
- ?How are Mallary's acquisition channels structured?
- ?Which three plays drove early subscription growth?
- 01The business
- 02Where customers come from
- 03Growth plays
- 04Social & community
- 05Timeline
- 06What to copy
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