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AI Case Study · Verified Results

How CloudPath SaaS achieved 4.2x in 9 months.

CloudPath — a B2B cloud infrastructure SaaS — was spending ₹28,000 per MQL with a 14-month CAC payback period. VR Digital rebuilt their entire demand-generation engine using AI content, automated nurture sequences, and intent-based paid targeting — cutting CAC by 62% while quadrupling qualified pipeline.

4.2xMQL Volume↑ AI verified
-62%CAC↑ AI verified
38%Trial-to-Paid↑ AI verified
₹8.4CrPipeline Generated↑ AI verified
CloudPath SaaS

Client

CloudPath SaaS

Industry

SaaS / Tech

Engagement

9 months · ongoing

Services

SEO + LinkedIn Ads

CloudPath SaaS

CloudPath SaaS

CloudPath — a B2B cloud infrastructure SaaS — was spending ₹28,000 per MQL with …

MQL Volume

4.2x

AI verified

CAC

-62%

AI verified

Trial-to-Paid

38%

AI verified

Pipeline Generated

₹8.4Cr

AI verified

Objective

Only 18 MQLs per month despite ₹45L/month in spend — a ₹25,000 cost per MQL. Website conversion rate was 0.6% — leads were not being captured from organic traffic. Nurture sequence was three generic emails — 80% of leads went cold within two weeks. LinkedIn campaigns targeting broad "IT decision maker" audiences with no intent data. No lead scoring — sales was calling every form fill regardless of fit or intent. Zero middle-funnel content — no case studies, calculators, or comparison pages. Trial-to-paid rate was only 12% — product was not activating users effectively.

CloudPath SaaS
AI Growth Engine · Active

Challenges & Solutions

Here's what was broken — and how our AI-powered approach fixed it.

The Challenge

Only 18 MQLs per month despite ₹45L/month in spend — a ₹25,000 cost per MQL.

  • Only 18 MQLs per month despite ₹45L/month in spend — a ₹25,000 cost per MQL.
  • Website conversion rate was 0.6% — leads were not being captured from organic traffic.
  • Nurture sequence was three generic emails — 80% of leads went cold within two weeks.
  • LinkedIn campaigns targeting broad "IT decision maker" audiences with no intent data.
  • No lead scoring — sales was calling every form fill regardless of fit or intent.
  • Zero middle-funnel content — no case studies, calculators, or comparison pages.
  • Trial-to-paid rate was only 12% — product was not activating users effectively.
Our Solutions

Built ICP profiles using AI analysis of closed-won deals — uncovered three distinct buyer personas not previously identified.

  • Built ICP profiles using AI analysis of closed-won deals — uncovered three distinct buyer personas not previously identified.
  • Rebuilt LinkedIn campaigns around technographic targeting: companies using AWS + Terraform + growing headcount.
  • Launched an AI-generated thought leadership content programme — 2 long-form articles/week, repurposed into LinkedIn carousels.
  • Built an interactive ROI calculator (no-code + AI copy) that captured email and triggered automated sequences.
  • Designed an 18-email nurture sequence personalised by industry, company size and trial behaviour.
  • Implemented lead scoring in HubSpot — sales only received SQLs scoring 70+.
  • Built a comparison page ("CloudPath vs [Competitor]") for each of the top five alternatives.
  • CRO programme on the trial sign-up flow — reduced steps from 7 to 3, lifted trial starts 84%.

Our approach. 4 phases

Four compounding stages — AI agents active inside every one, 24/7.

Step 01

AI Audit & Research

Deep-dive into your current stack, competitors and market gaps using autonomous research agents.

Step 02

Strategy & Blueprint

AI synthesises findings into a prioritised, channel-specific growth roadmap unique to your brand.

Step 03

Build & Launch

Creative, tracking and campaigns shipped in days — not months — through AI-assisted workflows.

Step 04

Optimise & Scale

Agents monitor performance every 15 min, auto-action wins, and compound growth every cycle.

Results.

MQL volume grew 4.2x — from 18 to 76 per month, at lower total spend. CAC dropped 62% — from ₹28,000 to ₹10,700 per MQL. Pipeline generated in 9 months: ₹8.4Cr — 3.1x the prior year's total. Trial-to-paid rate improved from 12% to 38% after nurture and activation redesign. ROI calculator became the #1 site conversion asset — 340 MQLs in 9 months from one page. LinkedIn CTR improved from 0.4% to 2.1% — above the B2B SaaS benchmark of 0.8%.

MQL Volume

4.2x

AI-powered growth

Trailing 9 months · verified

CAC

-62%

AI-powered growth

Across the full engagement period

Trial-to-Paid

38%

AI-powered growth

Across the full engagement period

Pipeline Generated

₹8.4Cr

AI-powered growth

Across the full engagement period

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Before · VR Digital

The starting state

Only 18 MQLs per month despite ₹45L/month in spend — a ₹25,000 cost per MQL. Website conversion rate was 0.6% — leads were not being captured from organic traffic. Nurture sequence was three generic emails — 80% of leads went cold within two weeks. LinkedIn campaigns targeting broad "IT decision maker" audiences with no intent data. No lead scoring — sales was calling every form fill regardless of fit or intent. Zero middle-funnel content — no case studies, calculators, or comparison pages. Trial-to-paid rate was only 12% — product was not activating users effectively.

Stagnant growthManual processesUnverified metrics
After · VR Digital

AI-powered transformation

Built ICP profiles using AI analysis of closed-won deals — uncovered three distinct buyer personas not previously identified. Rebuilt LinkedIn campaigns around technographic targeting: companies using AWS + Terraform + growing headcount. Launched an AI-generated thought leadership content programme — 2 long-form articles/week, repurposed into LinkedIn carousels. Built an interactive ROI calculator (no-code + AI copy) that captured email and triggered automated sequences. Designed an 18-email nurture sequence personalised by industry, company size and trial behaviour. Implemented lead scoring in HubSpot — sales only received SQLs scoring 70+. Built a comparison page ("CloudPath vs [Competitor]") for each of the top five alternatives. CRO programme on the trial sign-up flow — reduced steps from 7 to 3, lifted trial starts 84%.

Compounding growthAI automationVerified results
CloudPath had a world-class product — enterprise-grade cloud orchestration — but a broken go-to-market. Their website converted at 0.6%. Their nurture sequences were three generic emails. Their LinkedIn campaigns targeted everyone in "tech" with no intent signal. They were spending ₹45L/month across channels and generating 18 MQLs. VR Digital conducted a full-funnel audit in week one and identified three root causes: wrong ICP targeting, non-existent middle-funnel content, and zero lead scoring. Over nine months, every layer was rebuilt — from LinkedIn ICP audiences built on technographic + firmographic data, to an 18-email AI-personalised nurture sequence, to a free interactive ROI calculator that became the top conversion asset on the site. By month nine: 76 MQLs per month, ₹8.4Cr in open pipeline, and a 38% trial-to-paid rate.

This engagement fundamentally changed how we think about demand generation. We stopped buying leads and started building a system. The ROI calculator alone has generated more pipeline than our entire previous year of paid spend combined.

V

Vikram Patel

VP Marketing, CloudPath SaaS

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Case study FAQs

How were the results measured?+

All metrics are pulled from primary platforms — GA4, GSC, Google/Meta Ads, CRM and revenue dashboards — and verified before publishing.

How long did the engagement take to show signal?+

Most channels showed measurable signal within the first 4–8 weeks. Compounding wins (SEO, content, lifecycle) accelerated after week 12.

What AI workflows were used?+

Custom research agents, content QA bots, automated reporting pipelines and predictive bid models — all integrated into the client's existing stack.

Can you replicate this for my brand?+

Yes — we re-engineer the underlying systems for your category, audience and economics. Book a free 30-min audit and we'll outline the path.

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No commitment Free audit included Results in 30 days
💰
₹50Cr+
Revenue generated
📈
4.2×
Average ROAS
🏆
150+
Brands scaled
🤝
98%
Client retention