Aryan Mahajan
AI Architect for B2B & Capital-Intensive Firms | Fortune 500 Growth & Capital Efficiency
Aryan Mahajan builds AI-powered content systems for creators and B2B brands, then teaches others how to replicate them. His signature move is the problem-solution format paired with a bold contrarian or revenue-backed hook, followed by a numbered breakdown of how his system works, always closing with a gated resource offer that drives 72% of engagement through comments.
15.4/wk
0 posts in 30d
772
avg per post
72.4%
comments / total
1.3%
reposts / total
problem-solution
Wed · 9 AM CET
Voice & tone
Aryan writes like a builder who just shipped something and can't wait to show you the receipts. He's direct, slightly cocky, and uses short declarative sentences to create momentum. Phrases like 'Let's be honest' and 'This system flips that' signal he's about to overturn conventional wisdom. He treats complexity as a feature to be demolished, not explained—'All in seconds' and 'No tech skills needed' appear constantly to lower friction.
Signature phrases
- “This system flips that.”
- “Let's be honest: most [creators/brands] are [stuck/posting blind].”
- “What used to take [X hours/team] now takes [Y seconds].”
- “All in seconds. On autopilot.”
- “→ [Metric 1] → [Metric 2] → [Metric 3]”
- “This isn't [X]. It's [Y].”
Top 3 posts, dissected
Their highest-engagement posts, broken down line by line. Steal the structure.
This AI replaces your $200K/Year Marketing team What used to take 100+ hours & a full team… Now takes 10 seconds. -- Most brands are stuck in the content hamster wheel: → Low views → Inconsistent output → Zero feedback loop This system flips that. It reverse-engineers what’s already working — and turns it into viral-ready content scripts for your brand. All done in seconds. On autopilot. I spent 3 months building this. The results? Insane: → $30K+ in content-driven revenue → 10x content output → Fully automated — no bottlenecks, no content teams -- How it works: 1️⃣ Scrapes viral short-form videos in your niche 2️⃣ Analyzes real audience comments 3️⃣ Auto-generates a ready-to-use content blueprint: • Viral hook • Emotional triggers • Audience avatar • Repurposing angle + CTA • SEO intro + rewritten caption • TikTok & IG captions + pro tip -- Want the complete step-by-step guide & Make template? Want access? 1️⃣ Connect with me 2️⃣ Comment “VIRAL” below (I’ll DM you the system once we’re connected.)
'This AI replaces your $200K/Year Marketing team' works because it immediately quantifies the stakes and positions the reader as someone currently overspending. The dollar amount makes the claim feel researched, not hyperbolic.
Opens with hook + time compression contrast. Moves into diagnosis of the problem (content hamster wheel). Introduces the system as the solution. Provides proof via metrics ($30K+ revenue, 10x output). Then breaks down the 6-step process with numbered list and bullet sub-points. Closes with a gated resource offer tied to a two-step CTA (connect + comment keyword).
- Arrow bullets (→) to create visual momentum and scanability
- Numbered steps with emoji to make process feel concrete and achievable
- Proof metrics embedded mid-post to build credibility before asking for action
- Parenthetical asides ('All done in seconds. On autopilot.') to reinforce the core benefit
- Contrast language ('Most brands are stuck' vs. 'This system flips that') to frame before/after
Two-step CTA (connect + comment keyword) with immediate payoff promise ('I'll DM you the system once we're connected'). This drives comments because it's low-friction, specific, and creates a sense of exclusivity. The keyword comment also serves as a filter and engagement signal.
Lead with the financial or time-based outcome, prove it with metrics, then break the solution into numbered steps so the reader feels they could build it themselves—this combination drives both comments (people asking how) and reposts (people wanting to reference the framework).
This AI agent writes better LinkedIn posts than your $5,000 ghostwriter And 99% of people don’t even know it exists. Most creators just plug random prompts into ChatGPT… Then wonder why their content gets 200 views and 0 leads. This system flips that. -- 2 months ago, I bui…
'This AI agent writes better LinkedIn posts than your $5,000 ghostwriter' is a bold contrarian claim that directly attacks a competitor (the ghostwriter industry) while claiming superiority. The $5,000 price point is specific enough to feel researched and positions the reader as someone who's already considered hiring help.
Hook with contrarian claim. Diagnosis of the problem (creators plugging random prompts into ChatGPT). Introduces the system as the solution. Provides proof via metrics (13K followers in 60 days, 1M impressions, 10K leads, 0 burnout). Breaks down the 4-step process. Closes with gated resource offer and two-step CTA.
- Exclusivity framing ('99% of people don't even know it exists') to create FOMO
- Contrast between 'most creators' behavior and the system's behavior to highlight the gap
- Proof metrics stacked vertically with arrows to show compounding results
- Parenthetical benefit statement ('no editing loop', 'no tech skills needed') to lower perceived friction
- Specific setup time ('Setup takes < 20 mins') to make adoption feel achievable
Same two-step CTA structure (connect + comment keyword 'FINETUNE') with promise of 'exact walkthrough' and 'prompts + format.' This drives comments because people want to know the specific prompts and see the template before committing.
Attack an existing expensive solution (ghostwriter, agency, tool) and claim your system outperforms it, then immediately provide proof metrics that show the results are real. This combination makes the reader believe the claim is earned, not marketing fluff.
Your First Autonomous AI-Powered Content Engine. Built to dominate LinkedIn, Instagram, YouTube, TikTok, Facebook & Twitter — simultaneously. ----- Most creators spend hours guessing what to post. This system already knows. It analyzes 6 platforms in real-time — identifies …
'Your First Autonomous AI-Powered Content Engine' is a capability claim that frames the system as complete infrastructure, not a feature or hack. The word 'First' positions the reader as an early adopter and creates a sense of novelty.
Hook with capability claim. Diagnosis of the problem (creators spend hours guessing). Introduces the system as the solution with a transition line ('This system already knows'). Lists four core capabilities with arrows and bold formatting. Breaks down the 5-step process. Closes with a positioning statement ('This isn't content creation. It's your unfair advantage.') and implicit CTA.
- Multi-line section breaks (-----) to create visual breathing room and segment ideas
- Capability list with descriptive names (Multi-Platform Trend Detection, Emotional Signal Mapping) to make the system feel sophisticated
- Contrast statement ('This isn't content creation. It's your unfair advantage.') to reframe the entire offer
- Audience segmentation in the close ('Built for creators building infrastructure, not just followers') to target serious builders
- Emphasis formatting (bold, italics) on key phrases to guide eye movement
Implicit CTA (no explicit 'comment below' or 'connect with me') which is unusual for this creator. The post ends with positioning rather than a direct ask, suggesting this format may be testing a different engagement pattern or relying on the content itself to drive DMs.
When your system is complex, break it into named capabilities first (before the process steps) so the reader understands what makes it different. Then use a contrast statement to reframe the entire offer from a feature into a strategic advantage, which justifies the complexity and makes people want to learn more.
What drives their engagement
Two-step CTAs with keyword triggers ('VIRAL', 'FINETUNE', 'INFRA') drive 72.4% of engagement as comments because they create a low-friction action gate and signal exclusivity. People comment to unlock the gated resource, not to debate the idea. The numbered process breakdowns also invite comments from people asking clarifying questions about implementation.
Repost rate is low (1.3%) because the content is highly specific to Aryan's systems and audience, not universally applicable frameworks. Posts that reframe entire categories (e.g., 'This isn't content creation. It's your unfair advantage.') have slightly higher repost potential because they feel quotable.
Low savability signal. This creator optimizes for reach and comment-driven engagement, not for reference-ability. The posts are designed to drive immediate action (comment for the resource) rather than long-term value that people return to. The gated resource model means the post itself is a funnel, not the final product.
Content pillars
AI-Powered Content Automation
45%Teaches how to build systems that replace manual content creation, ghostwriters, or marketing teams using AI agents and automation frameworks.
Revenue-Driven Content Strategy
30%Breaks down how to reverse-engineer viral content, extract audience triggers, and map content directly to pipeline and revenue outcomes.
Multi-Platform Content Infrastructure
15%Shows how to analyze and replicate winning content across LinkedIn, TikTok, Instagram, YouTube simultaneously using trend detection and emotional signal mapping.
AI Agent Customization & Setup
10%Provides step-by-step walkthroughs for building fine-tuned Claude or GPT agents that learn your voice, generate hooks, and post autonomously.
Hook patterns
Bold Contrarian Claim with Social Proof
This [AI/system] [outperforms/replaces] your [expensive role/tool] + proof that 99% don't know it exists
“This AI agent writes better LinkedIn posts than your $5,000 ghostwriter. And 99% of people don't even know it exists.”
→ Combines superiority claim with exclusivity, triggering both curiosity and FOMO while positioning the reader as behind-the-curve.
Bold Statement with Revenue Proof
[Specific dollar amount/metric] in [outcome] from [system/method]
“This AI replaces your $200K/Year Marketing team”
→ Anchors credibility with concrete financial stakes, making the claim feel earned rather than aspirational.
Time Compression Contrast
What used to take [large number] hours/people now takes [tiny number] seconds
“What used to take 100+ hours & a full team… Now takes 10 seconds.”
→ Creates cognitive dissonance that forces engagement; the gap between old and new is so wide it demands explanation.
Capability Claim with Specificity
Your First [Specific AI Tool/Infrastructure] for [Specific Outcome]
“Your First Autonomous AI-Powered Content Engine.”
→ Positions the reader as a first-mover and frames the system as complete infrastructure, not a hack or workaround.
Honest Diagnosis of the Problem
Most [audience] [are stuck/spend hours/don't know] [specific pain]. I spent [tiny time] [solving it].
“Most creators spend hours analyzing what works on LinkedIn. I spent 30 seconds.”
→ Validates the reader's struggle, then immediately positions the creator as having found a shortcut, creating desire to learn the method.
Infrastructure Replacement Claim
This [system] replaces your entire [team/process] + what it used to cost
“This AI Content Infrastructure Replaces Your ENTIRE Marketing Team.”
→ Frames the offer as a wholesale replacement, not an incremental tool, raising perceived value and urgency.
Top-performing hooks
“This AI replaces your $200K/Year Marketing team”
→ The post leverages a high-contrast value proposition (replacing a $200K team with a 10-second tool) paired with tangible proof points ($30K revenue, 10x output) to build instant credibility, while the
“This AI agent writes better LinkedIn posts than your $5,000 ghostwriter”
→ The post leverages a bold, curiosity-driven hook that challenges a common expensive solution (ghostwriters) while pairing it with impressive social proof metrics (13K followers, 1M impressions) to bui
“Your First Autonomous AI-Powered Content Engine.”
→ The post combines a high-authority bold claim with a clear feature breakdown and urgency-driven CTA ('taking this down in 24 hours'), triggering FOMO and driving massive comment volume through a class
“Your First Claude MCP AI Agent for Going Viral on LinkedIn.”
→ The post leverages a sharp time-contrast hook ('hours vs 30 seconds') to immediately signal high value, then agitates the pain of posting blind before positioning the AI agent as an exclusive unfair a
“This AI Content Infrastructure Replaces Your ENTIRE Marketing Team.”
→ The post combines aspirational outcome framing (replacing an entire team) with concrete social proof metrics ($30K revenue, 1M views) to build instant credibility, while the comment-to-DM CTA mechanic
“This AI Agent replaces your $250K/Year Marketing team.”
→ The post combines a provocative cost-replacement hook with a detailed feature breakdown and step-by-step process to build credibility, then drives massive comment volume through a classic 'comment to
“After 2,000+ hours of obsessive testing, I finally built the AI Automation arsenal most agencies charge $100K+ to develop.”
→ The post leverages a high-perceived-value 'free giveaway' framing with a detailed value stack that triggers FOMO and loss aversion, while the comment-to-receive mechanic artificially inflates engageme
“This AI Financial Analyst replaces your $200K/year Finance team”
→ The post leverages a high-stakes pain point (replacing a $200K/year team in 8 minutes) to create urgency and desire, while the gated comment-to-DM CTA artificially inflates comment volume and signals
“This AI Sales Agent made me $32,000 last month.”
→ The post combines a high-credibility income claim hook with a clear pain point (leads going cold) and a detailed feature breakdown that builds trust, while the gated 'comment AGENT' CTA artificially i
“After 200+ days of testing, I’ve finally created the most effective AI automation playbook ever.”
→ The post combines social proof (200+ days of testing, real revenue metrics) with a high-perceived-value free offer and urgency (48-hour deadline), triggering massive comment activity through a classic
What works
- Problem-Solution with Numbered List format (7% of posts) averages 1592 engagement, 2x his baseline. The numbered list makes the solution feel concrete and actionable, while the problem-solution structure creates narrative momentum.
- Bullet List with CTA format (4% of posts) averages 2095 engagement, his highest format. This suggests that when he combines visual structure (bullets) with a direct call-to-action, people respond with comments more aggressively.
- Bold Contrarian Claims as hooks (3 posts) average 3184 engagement, 4x his baseline. Directly attacking competitors or conventional wisdom (e.g., 'better than your $5,000 ghostwriter') creates controversy that drives comments.
- Bold Statement with Revenue Proof hooks (2 posts) average 2548 engagement. Anchoring claims with specific dollar amounts ($200K, $30K+) makes the claim feel earned and credible, reducing skepticism.
- Long-form posts (180-350 words) at 864 avg engagement represent his sweet spot for volume and consistency. This length allows him to include problem diagnosis, proof metrics, process breakdown, and CTA without overwhelming the reader.
- Two-step CTAs with keyword triggers drive the 72.4% comment rate. The keyword creates a filter (only serious people comment) and a reason to engage (unlock the resource via DM).
Steal this for your own LinkedIn
- Start your next post with a bold contrarian claim that attacks an existing expensive solution (ghostwriter, agency, tool) and claim your approach outperforms it. Then immediately provide proof metrics to make the claim feel earned, not aspirational.
- Use arrow bullets (→) to create visual momentum and make lists scannable. Pair them with numbered steps for processes so the reader feels the solution is both concrete and achievable.
- Close every post with a two-step CTA tied to a keyword comment. Make the payoff specific ('I'll DM you the exact prompts' not 'I'll send you resources'). This drives comments because people want the specific thing you promised.
- Break complex systems into named capabilities first (before the process steps). Use a contrast statement to reframe the entire offer from a feature into a strategic advantage. This justifies complexity and makes people want to learn more.
- Embed proof metrics mid-post (not at the end) to build credibility before asking for action. Stack them vertically with arrows to show compounding results and make the outcome feel inevitable.
- Use time compression contrasts in your hook ('What used to take 100+ hours now takes 10 seconds'). The gap between old and new creates cognitive dissonance that forces engagement and makes the claim memorable.
Compare Aryan with…
vs Thibaut Souyris
Aryan Mahajan vs Thibaut Souyris: Systems vs Stories on LinkedIn
vs Koka Sexton
Aryan Mahajan vs Koka Sexton: AI automation versus GTM pragmatism
vs Vin Matano 🐝
Aryan Mahajan vs Vin Matano: AI Automation vs Story-Driven Credibility
vs Cem Atik
Aryan Mahajan vs Cem Atik: AI automation beats paid media authority
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Posting patterns
Aryan posts 15.4 times per week (roughly 2 posts per day) with zero posts in the last 30 days, suggesting he may have shifted to a different platform or paused content creation. When active, he maintains high-frequency output.
Wednesday at 8 UTC performs best, suggesting his audience is most active mid-week in early morning (likely US East Coast morning or European afternoon).
Long-form posts (180-350 words) perform best at 864 avg engagement and represent 69% of his output. Medium-length posts (80-180 words) actually outperform at 1136 avg engagement, suggesting that when he condenses ideas, they hit harder. Very long posts (350+ words) underperform at 109 avg engagement, indicating his audience prefers density over length.
Engagement by day
Content mix
avg 643 engagements per post
avg 1.6K engagements per post
avg 536 engagements per post
avg 120 engagements per post
avg 2.1K engagements per post
avg 587 engagements per post
Aryan's 45% problem-solution format paired with 7% problem-solution-with-numbered-list creates a reliable engagement baseline, while his 4% bullet-list-with-CTA posts spike to 2095 engagement. This mix works because his audience is builders and creators who want both narrative (the problem diagnosis) and structure (the numbered process). The high comment rate (72.4%) indicates his audience is action-oriented and responds to gated resources and keyword CTAs, not to inspirational or story-based content. His format mix is optimized for funnel conversion, not for reach or saves.
