Gargi Thakur is a Digital Marketing Director with 14+ years of experience in AI search optimisation, international student acquisition, performance marketing, and demand generation across 100+ nationalities.
I started my career in client acquisition and complaint management — which turned out to be the best possible foundation for marketing. You learn quickly that listening matters more than messaging, and that the gap between what brands say and what customers need is where most campaigns fail.
Over 14 years, that curiosity has taken me from managing enterprise portfolios in India to leading digital marketing strategy across education, technology, and services — building campaigns that work across cultures, time zones, and 100+ nationalities.
Today I lead AI search optimisation (AIO), machine learning segmentation, and performance marketing strategy. I'm based in Burnaby, British Columbia, Canada and I occasionally advise growth-stage companies on marketing strategy and enrolment growth.
What genuinely excites me is the moment a model surfaces a pattern and someone says "we've been seeing that" — when AI gives human judgement the evidence it needs to be heard in a budget conversation.
I write about AI in marketing, performance strategy, and what it takes to build campaigns that actually move people — across industries, cultures, and channels. If you're building something that requires both analytical rigour and genuine human understanding — I'd love to connect.
Structuring digital presence and content so AI-powered search engines cite your brand as an authoritative source. Delivered 500% growth in indexed keywords through AIO strategy. Expert in machine learning segmentation and marketing automation.
Built and led campaigns across 100+ nationalities, managing $4M+ in annual marketing investment. Deep expertise in cross-cultural strategy, partner marketing, and audience acquisition across India, Southeast Asia, Africa, Latin America, and North America.
Consistent track record of double-digit YoY growth through integrated paid media, SEO, conversion optimisation, and demand generation. Reduced customer acquisition cost from 104% to 30% through data-driven performance strategy.
Practitioner observations on AI in marketing, global education strategy, and building campaigns that respect the people they're built for. Follow on LinkedIn for new posts every week.
AI literacy has shifted from career advantage to baseline requirement. The strategic question is no longer whether your team uses AI — it's whether anyone knows where human judgement has to stay in the loop, and why that distinction is now the hardest skill to hire for.
Read on LinkedIn →Marketing is everywhere. We are all consumers. That familiarity makes it feel accessible in a way that surgery and law do not. But there is a gap between recognising good marketing and building it — and the thinking that fills that gap is invisible when it works.
Read on LinkedIn →Most personalisation frameworks assume the customer thinks, searches, trusts, and decides roughly the same way. That assumption holds in single-market campaigns. It breaks down quickly when your audience spans 100+ nationalities — and the channel itself carries cultural meaning before a single word is read.
Read on LinkedIn →I work with ambitious organisations across Canada and the United States — startups, scale-ups, and established brands — where AI, global audiences, and performance marketing need to work together.
Start a ConversationAnswers to the questions practitioners and organisations most often ask — about AIO, fractional CMO engagements, cross-cultural marketing, and more.
AI search optimisation (AIO) is the practice of structuring content and digital presence so that AI-powered search engines — such as ChatGPT Search, Perplexity, and Google's AI Overviews — cite your brand as an authoritative source. Unlike traditional SEO, which optimises for ranking in a list of results, AIO optimises for being cited directly in an AI-generated answer. The goal shifts from earning a click to becoming a cited source. For high-consideration verticals like education, healthcare, and B2B, this distinction matters enormously — students and buyers increasingly arrive with decisions already shaped by AI-generated research.
A Fractional CMO provides senior marketing leadership on a part-time or project basis — delivering the strategic thinking, team direction, and execution oversight of a full-time Chief Marketing Officer without the full-time cost. For growth-stage companies, this means an experienced marketing leader who can build strategy from scratch, align teams around revenue goals, and drive measurable outcomes. Engagements typically include marketing audits, go-to-market strategy, team structure, performance marketing frameworks, and demand generation systems.
Effective cross-cultural marketing requires designing campaigns from each audience's cultural context upward — not translating a single campaign into multiple languages. Key differences include how trust is built (peer testimonials vs institutional rankings vs family community endorsement), how decisions are made (individual vs collective), which platforms carry credibility, and how urgency and value are communicated. The channel itself carries cultural meaning before a single word is read. A WhatsApp message signals warmth in some markets and informality in others. Getting this right requires both data and lived understanding of the audiences you're marketing to.
In 2026, demand generation is no longer just top-of-funnel awareness. It is the full system that connects audience attention to qualified pipeline — spanning paid media, SEO, content, email automation, AI search visibility, and conversion optimisation. The strongest demand generation strategies in 2026 are built around intent signals rather than demographics, personalise across channels without feeling intrusive, and use AI to surface patterns that humans then act on. The result is a pipeline where quality improves alongside volume — reducing CAC while increasing conversion rates.
Yes. Gargi Thakur is based in Burnaby, British Columbia, Canada, and open to remote consulting, fractional CMO engagements, and advisory roles with US-based EdTech companies, B2B SaaS organisations, and higher education institutions. Specific expertise in AI marketing strategy, international student acquisition, performance marketing, cross-cultural campaign strategy, and demand generation. For full-time roles, open to Canadian employers and US remote positions that hire in Canada.
Key results include: approximately 500% growth in indexed keywords through AI search optimisation (AIO) strategy; customer acquisition cost reduced from 104% to 30% through integrated performance marketing; 625% lift in paid social conversion; consistent double-digit year-over-year growth across campaigns managing $4M+ in annual marketing investment; and cross-cultural campaigns across 100+ nationalities spanning education, technology, and services sectors. These outcomes were achieved through a combination of AI-driven segmentation, conversion rate optimisation, and cross-channel demand generation.