Case Studies

Real Results From Real Systems

Two engagements, two measured outcomes. These are actual numbers from systems I built and run, not industry benchmarks or estimates. This page will grow as more projects complete.

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AI marketing case studies by Naga Sirisha Vaddi
Case Study 01

E-commerce Brand, UAE

Industry: E-commerce · Region: UAE · Services: GA4 & GTM Tracking, AI Marketing Automation

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Challenge

Email campaigns were getting opened by less than 1 in 5 recipients, and paid acquisition costs were climbing, with each new customer costing AED 52 to acquire.

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Approach

I audited the existing GTM and GA4 tracking setup so conversion data could be trusted, then rebuilt email segmentation and send-time logic around real customer behavior, alongside ad budget adjustments informed by the cleaned-up tracking data.

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Result

Email open rate increased from 19% to 28% within 90 days, and cost per acquisition dropped from AED 52 to AED 31 over the same period.

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Email Opens, Before
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Email Opens, After
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Cost Per Acquisition, Before
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Cost Per Acquisition, After
Case Study 02

B2B SaaS Startup

Industry: B2B SaaS · Services: AI Lead Generation, GA4 & GTM Tracking

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Challenge

The sales team was spending most of its time following up with leads who were not ready to buy, with no reliable way to separate high-intent prospects from casual sign-ups.

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Approach

I set up a lead scoring system based on behavioral and firmographic signals, connected it to the existing CRM, and routed leads to the sales team by qualification score instead of signup order.

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Result

Lead quality, measured by the share of leads sales reps marked as qualified after first contact, improved by 25 to 30%.

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Lead Quality, Low End
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Lead Quality, High End

More Case Studies, Added As Projects Complete

I would rather show two real results than a long list of generic ones. As current engagements reach measurable milestones, they will be added here with the same level of detail.

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