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PROFESSIONAL POV

Marketing For How The Web Works Now

We are living through a time that I call The Great Abstraction. Across nearly every role and industry, AI is eating complex apps and processes, and the changes are happening fast: - Dynamic chat sessions replacing siloed apps - On-demand metrics replacing static reports - AI agents automating low-value, time-intensive tasks. But abstraction is not the same as simplification. As AI systems incorporate and start replacing traditional app experiences, they demand that business leaders and their employees rethink how they work. But for people used to doing things a certain way, rapid change is extremely difficult to navigate. That's one of the big ironies at the heart of the AI era. While the machines we use to perform work become simpler to use, the job of managing workforces and careers has become a lot more complicated. THE REWIRING OF THE CUSTOMER JOURNEY Marketing, and digital marketing in particular, is on the front lines of the disruption. For the past 20 years or so, the approach to online growth has been relatively stable: - Establish a web, mobile, and social media presence, - Apply a mix of inbound and outbound tactics to drive awareness, engagement, and conversions, - Measure and improve as you go. But what happens when the web itself starts to shift? The fact is that the same AI systems that are changing how we work are also redefining the customer journey. Early in my career, a mentor gave me some good advice: "Never bet against convenience." With that in mind, consider the following: Google already serves 50% of searches with AI Summaries, replacing visits to multiple websites. Personal shopping agents like Muse give everyday consumers an experience previously available only to the super rich. Claude Cowork delivers detailed vendor comparisons in 5 minutes, saving days of manual research. For many observers, including myself, the view is that we're already past "peak website" and "peak app", it's just that not everyone has noticed yet. SO WHAT'S NEXT FOR MARKETING? With this in mind, the instinct might be to drop traditional marketing programs and join the AI land rush. But unless AI adoption in marketing is carefully considered, there's genuine risk of damaging brand reputation and customer trust. For example, I strongly advise businesses against using AI avatars, full stop. At the same time, I think it's irrational not to let Claude help with the nitty gritty, like video editing, competitor analysis, and list building. And here's another irony of the AI era: The more that websites, blogs, and emails are surpassed by AI chat sessions, generative UIs, and shopping agents, the more essential it will be for businesses to connect directly with audiences by showing up in person, whether at a tradeshow, webinar, or hosted experience. This steady rise of event marketing and video content hint at what I feel will be the real benefit of AI in marketing. RESTORING CUSTOMER AS KING To many, marketing is seen as a black box, but its core principles are straight-forward and immutable: - Talk to customers to deeply understand their problems. - Build a product that solves those problems. - Position and price the product in way that deeply resonates with customers - Continually validate the value the product delivers. - Grow by communicating that value creatively and compellingly in the spaces that customers frequent This is how all successful businesses go to market and thrive. I believe the greatest impact of AI in will not be simplifying a marketing operations environment that has become overly complex, but allowing teams to focus more on the timeless fundamentals that place customers at the center of the universe. The road to AI adoption will be different for every business, and it will rarely be straight-forward, but in my opinion the potential benefits make it essential to get started. If this aligns with how you see things, let's connect.

Credentials & Volunteering

Certified Chartered Marketer emblem

Certified Chartered Marketer, Canadian Marketing Association

Canadian Marketing Association Logo
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Member, National AI Committee, Canadian Marketing Association

Founder and Volunteer Producer, Ask AI Nonprofit (est. 2016)

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Co-author & Technical Committee Lead, Data Collaboration Standard

Short Videos on AI &
The Future of Marketing

AI Marketing Blog Posts

AI Marketing Services

Get in touch to explore how I combine data, creative growth programs, and AI agents to help your marketing keep pace with a customer journey that's being redefined by AI-powered convenience. 

Capture your clear, differentiated, and defensible place in the market and power AI workflows and growth programs from a concise, reusable knowledge base. Includes: GTM, market, competitors, objectives, budget, forecast, product, positioning, personas, pricing, brand, and proof points.

Strategy & Knowledge Bases

Deliver product launches and growth programs that build brand trust, drive leads, and get you cited in AI search and shopping bots. Includes: Event, social, community, and partner marketing, AEO/GEO, founder-led growth, product-led growth, custom growth apps, and third-party integrations.

Launches &
Growth Programs

Put your knowledge base to work with AI agents that reduce busywork and help your growth programs scale. Includes: Agents for planning and scheduling, graphic and web design, customer support, video editing, web publishing, market research, analytics, and reporting.

AI-Powered Workflows

Approach & Pricing

For businesses looking to implement a specific marketing project or task automation. Best for knowledge bases, product launches, websites, custom growth apps, and AI workflows.

Project-Based

For businesses looking to design and implement growth marketing programs. Best for Content, community, partner, and event marketing, and founder-led growth initiatives.

Retainer-Based

Trusted By Clients


Bank & Vogue ltd is a client of Chris Mclellan, AI-forward marketing consultant based in Canada
TMLS event management is a client of Chris Mclellan, AI-forward marketing consultant based in Canada
Beyond Remade circular fashion manufacturer is a client of Chris Mclellan, AI-forward marketing consultant based in Canada
Paloma event success platform is a client of Chris Mclellan, AI-forward marketing consultant based in Canada
Diamond Engineering Asscoiates, strucutural engineeering firm, is client of Chris McLellan, AI forward marketing consult
Beyond Retro vintage fashion retailer is a client of Chris Mclellan, AI-forward marketing consultant based in Canada

Articles & Appearances

Featured presenter, Secondary Materials & Recycled Textiles Association conference, Montreal, October 21, 2026

Featured presenter, Federal CDO Council of Canada, Ottawa, February 4, 2026

Interview, Small Business Podcast, December 16, 2025

Live panel, Canadian Marketing Association conference, Ottawa, October 20, 2026

Live panel, Canadian Marketing Association Marketing Week event, Toronto, May 6, 2026

Guest post, Digital Governance Council blog, October 29, 2025

Guest post, Canadian Marketing Association blog, July 09, 2025

For editorial, podcast, and appearances please email: hello@chrismclellan.me

Sample Work Portfolio

Work samples featuring a mix of client and full-time work and spanning B2B and B2C businesses. See more work samples.

Book
Discovery Call

Let’s take 30 minutes to talk through your business and marketing goals and see if we’re a fit.

Connect on LinkedIn

Connect with me on LinkedIn to explore our mutual business contacts and affiliations and share business insights.

Use Contact Form

Something else? Feel free to use my Contact Form to submit your business enquiry.

Recommendations

"Chris is a forward thinker who builds genuine relationships and creates opportunities for growth."
[I reported to Tim, the Country Manager, while spearheading the Canadian market launch of Lyft, the SF-based rideshare operator and Uber rival]

Andrew Sider

EVP Global Festivals, Ticketmaster

“Chris connects big picture strategy with hands-on execution in a data driven environment."
[I reported to Andrew, the CEO, while heading the Launch Marketing team at VaragSale, the secondhand marketplace backed by Sequoia and Accel Partners]

Dan Demers

Data & AI Pioneer

“Chris brings a whatever it takes mindset, adapting quickly and driving success through any challenge.”
[I reported to Dan, the CEO, while employed as founding marketer and subsequently Product Marketing Manager at Cinchy, the enterprise Data Collaboration Platform]

Bobby Hennessy

Head of ads, Pinterest Canada

"Chris dreams big. He looks for large scale opportunities and turns them into bite-size tasks and does an excellent job being hands-on and getting his team excited about executing."
[Bobby and I were colleagues while I was heading up Launch Marketing at VaragSale, the Toronto-based secondhand marketplace backed by Sequoia and Accel]

Yousef Reyyes

Director Growth Marketing, Clutch

"I got the privilege of seeing Chris take the City Launch team from an ambitious idea to a fast-moving, data-driven marketing and business development SWAT team."
[I managed Yousef while heading up the Launch Marketing team at VaragSale, the Toronto-based secondhand marketplace backed by Sequoia and Accel Partners]

David Scharbach

Founder, Toronto Machine Learning Society

"Chris is an invaluable leader in the Canadian AI ecosystem working tirelessly to represent Canadian research and innovation in the various fields of AI. "
[I collaborated with Dave while volunteering as Founder at the Ask AI nonprofit which has been actively producing content since 2017}

Tammy Exner

Sr. Product Marketing, Acumatica 

"Chris is passionate about tech and the responsible application of it, and has many great ideas on how to leverage quality content, AR, and PR for brand building and community engagement."
[Tammy and I were colleagues while I was Marketing Director at Cinchy, the pioneering Data Collaboration Platform for the enterprise]

Celina Zamora

Sr. Community Mngr, ServiceNow

"I can attribute my overall confidence in being able to tackle various marketing tactics and solutions to Chris. He really valued our team and was genuinely interested in our personal success."
[I managed Celina while heading up the Launch Marketing team at VaragSale, the Toronto-based secondhand marketplace backed by Sequoia and Accel Partners]

Rachel Lemkow

Marketing Director, Honk

"Chris ensured all team members were fully equipped to succeed, provided guidance when necessary, but otherwise let his team run with their own projects.  He's data and metrics driven and instilled the same mentality in the team."
[I managed Rachel while heading up the Launch Marketing team at VaragSale, the Toronto-based secondhand marketplace backed by Sequoia and Accel Partners]

AI Marketing Tools

Folks often ask, so here's a list of some of the tools I use, but note that the big AI platforms like Claude and Gemini are starting to absorb the capabilities of  many stand-alone apps.

AI Platforms

Claude logo

Claude and Gemini are my current go-to platforms, supported by custom knowledge bases and 'context' and 'skill' files.

AI Research Assistants

NotebookLM logo

AI Assistants support research projects and execution of strategies, campaigns, and growth programs.

Contact Enrichment

Clay logo

Tools like Clay can be used to automate list building and lead scoring to power email engines and AI CRM platforms.

Web Scrapers

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Tools like Apify provide AI platforms with data-fetching capabilities for real-time research and list building.

Knowledge Bases

AirTable logo

Platforms like AirTable, Google Sheets, and Notion provide a single source of truth for AI marketing projects and workflows.

AI Notetakers

Fellow logo

Tools like Whispr Flow, Fellow, and Google Meet generate video and transcripts for content engines.

Email Prospecting

Apollo logo

Email platforms like Apollo use AI to support cold email blasts with automated sequences, messaging, and A/B testing.

Web Publishing

Angular logo

Frontend frameworks like React, hosts like Vercel, and databases like AirTable support dynamic web publishing.

CRMs

Attio CRM logo

Modern CRM platforms like Attio support customized objects, attributes, and AI-assisted email workflows.

Video Production

Descript logo

Tools like Descript, Gamma, and Higgsfield help generate images, presentation, and short video at scale.

Support Agents

Voiceflow logo

Tools like Voiceflow boost site conversion rates and response times with 24/7 multilingual capabilities.

Reporting & Analytics

Google data studio logo

Free analytics tools like GA4, GSC, and Data Studio help track patterns, trends, and anomalies for data-led decision making.

Frequently asked questions

Chris McLellan Professional Bio

Chris McLellan is an AI-forward marketing professional with 15+ years' experience helping startups and scaleups grow. He has delivered 50+ launch campaigns for companies backed by Sequoia Capital, Union Square Ventures, and Sir Richard Branson. He saw AI coming early. In 2016 he founded Ask AI, a Canadian nonprofit dedicated to artificial intelligence and the future of work, building one of the country's earliest communities around the topic before it was mainstream. He is a co-author and Technical Committee Lead of the Data Collaboration Framework, an open standard published by Canada's Digital Governance Standards Institute and the International Standards Organization. He also serves on the national AI Committee at the Canadian Marketing Association. Chris holds the Chartered Marketer designation and specializes in AI optimization, marketing databases, content engines, growth programs, and event marketing for tech and innovation businesses. On many weekends you will find him with hands in the dirt at Plum Hollow Farms, a regenerative agriculture project in Eastern Ontario.

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