AI • Product • SaaS GTM • Freelance Partner

AI Research Engineer & Architect for SaaS Growth

I help SaaS and AI-led companies ship better products, build intent-driven SEO engines, and run GTM like a system – not a lottery.

End-to-end: Tech · Marketing · Sales · Design Available for selective freelance engagements
170K+ organic / month 400+ long-form pieces $2M+ pipeline influenced

Snapshot

A quick view of the kind of work I’ve done and the scale I’m comfortable operating at.

  • Zero-to-one & new markets
  • AI, compliance, restaurant tech
  • Compounding growth systems
Metrics that matter SaaS & AI focus
170K+
monthly organic visitors
400+
long-form articles
$2M+
pipeline influenced
3
AI SaaS products shaped
Built with strategy, technical depth & execution.

What I Bring To Your Product

Hire a full-stack AI + Product + Growth team in one person.

AI-Powered SEO Engines

Semantic SEO systems that convert intent → traffic → pipeline.

  • Technical SEO & architecture
  • Topic clusters & content engines
  • Search intelligence dashboards

Product Marketing & GTM

Narratives & GTM systems for complex AI & SaaS products.

  • Positioning & messaging
  • Launch playbooks
  • Sales enablement assets

Full-Stack Experimentation

Experiments that inform roadmap, pricing & content strategy.

  • Growth experiments & analysis
  • Pricing & funnel optimization
  • Performance diagnostics

Signals I Build Into Your Stack

Analytics that drive GTM decisions.

🕒

Visitor timelines

Track multi-step buyer journeys, not isolated sessions.

🔔

Engagement alerts

Real-time behaviour signals for sales & success teams.

🖱️

Click-path intelligence

Understand where interest deepens or drops.

👁️

In-content attention

Scroll-depth, engagement patterns & CTA behaviour.

Case Studies

Examples of real business impact.

Compliance SaaS

Content Moat in a Regulated Market

Built 250+ article library & SEO system in a complex domain.

  • 0 → 170K monthly visitors
  • 1.5M+ yearly impressions
  • Deep regulatory authority
B2B SaaS

AI-Driven SEO & Content Architecture

Tied SEO journeys directly to CRM & revenue.

  • 340% organic lift
  • $2M+ pipeline influenced
  • Stronger SQL flow
Restaurant AI

SnapMenuAI – Unified Product Story

Shaped CommerceAI, VoiceAI, PromoFlowAI & Menu Builder.

  • Narrative + UX copy
  • ISO onboarding
  • USA + KSA + UAE SEO strategy

Freelance Pricing

High leverage work, outcome-focused.

Advisor

Your strategy partner.

$1.5K/ month
  • 2 strategic calls / month
  • Async reviews
  • Slack/email support
Start With Advisor

Partner

Fractional leadership.

Custom
  • 3–6 months embedded
  • Product + GTM + SEO
  • Perfect for launches
Discuss Partner Model

Tell Me About Your Product

Share where you are today and where you want to go. I'll reply with how I can help.

B2B SaaS AI & ML Deep work first

Prefer LinkedIn? linkedin.com/in/ajitharunai