FILENA-INSIGHTS / DC-001
PREPAREDShane Skillen
FORDave Carruthers · Eyes Only
President · North America Insights · Hotspex Inc.

Dave Carruthers

You moved an insights platform from Birmingham to Salt Lake City. You proved a richer signal predicts better outcomes. There is a 25-year emotional intelligence IP that needs exactly that move, executed once more, before the window closes.

25y
Validated IP
since 2001
800+
Brands on HMF
P&G · Coca-Cola · Unilever
1M
Consumer interviews
30 countries
18mo
Window remaining
— days remaining
Embedding window closes Q4 2027
01The Timing

The window is open.
For 18 months.

Pattern recognition You watched video go fringe → mass in 36 months. You know the shape of these windows. You know what they look like at month 6 vs month 30.

The firms that embed their methodology into platform workflows in the next 18 months will own the standard for the decade. After that, everyone builds their own layer. The HMF can be that standard, or it can be one of seven also-rans.

BCG is in active conversation about HMF as their brand consulting framework. Adobe wants the map inside Creative Cloud. Tracksuit wants it as their emotional layer on continuous brand tracking. These are not theoretical. They are live discussions waiting for a leader.

Now → Q4 2027
● Open

The embedding window

BCG evaluating HMF for integration into their research practice. Adobe scoping HMF API into Creative Cloud (~37M users). Tracksuit conversation live for an emotional intelligence layer. The HMF MCP server is being built. The President of NA owns these relationships.

2027 → 2028
◐ Narrowing

The alternatives emerge

Adobe builds their own brand intelligence layer. BCG trains a proprietary model on internal case data. Tracksuit picks a different framework or builds in-house. The window to be the embedded standard closes. Firms without platform integrations compete on price.

2028+
○ Closed

Platforms exit at 6–8×. Service firms exit at 1.5×.

Research firms with recurring platform licensing exit at 6–8× revenue. Service-only firms exit at 1.5×. The difference is not the methodology — it is whether someone moved fast enough to embed it. This is exactly the move you made with Voxpopme. It needs to happen here, with HMF.

02The Asset

The Human Motivation
Framework.

25 years. 800 brands. A million interviews. 30 countries. $4M in R&D. Validated against brand performance outcomes — not survey theatre, behaviour. This is not a categorisation scheme. It is an empirical map of what makes humans move toward or away from a brand.

Hover a zone to explore

Eight motivational zones, mapped from 96 emotions and 177 personality attributes. Each brand sits somewhere on this map. Each zone predicts a different growth pattern.
→ Move cursor over the map
Why this matters now AI agents need contextual frameworks. The HMF is the only validated emotional one. Whoever embeds first wins.

Now it becomes an API.

The HMF lives in documents and PowerPoints right now. The platform vision is to make it callable — any AI agent, any research platform, any creative tool can hit the HMF MCP server and get emotional intelligence back. That is the move from 1.5× revenue to 6× revenue.

The full RBC ad-testing platform was built in 18 hours using Claude Code. The delivery proof is done. What is needed now is someone to lead the commercial relationships that turn it into recurring revenue.

03The Go-to-Market Thesis

Brand building in the age of AI.

A few weeks ago I gave the closing keynote at MM&E 2026, alongside Mark Ritson. The talk was titled "Brand Building in the Age of AI." I'm putting it here because it is the clearest version of the commercial thesis behind this role — and because Mark, as always, made the argument that nobody else can.

▶ Vimeo · MM&E 2026
Watch the full keynote on Vimeo
Closing keynote · MM&E 2026 · April

Brand building in the age of AI.

Why AI commoditises sales activation, why that makes brand emotion the only durable moat left in marketing, and what happens to the firms that own the measurement layer for that moat. The HMF is exactly that measurement layer.

SpeakersShane Skillen · Mark Ritson
ForumMM&E 2026 · ThinkTV
AI will obliterate the activation layer. It will produce infinite variants of the bottom-of-funnel ad, run them at zero marginal cost, and optimise them in real time. The thing AI cannot do is make a person feel something they did not feel before. That is the only territory left worth defending. And the firms that own the measurement of it become the most valuable category of the next ten years. — from "Brand Building in the Age of AI" · MM&E 2026

The argument runs in three moves. Each maps directly onto why this role exists.

The Talk · Three moves

What Mark and I argued at MM&E 2026 — the commercial logic of brand emotion in the AI era

01
AI eats activation. The bottom of the funnel — performance ads, A/B copy, pricing tests, programmatic creative — collapses to near-zero marginal cost. Anyone can produce a thousand variants overnight. Activation stops being a competitive advantage. It becomes a utility.
02
Brand emotion becomes the only moat. What survives is the thing AI cannot produce: the felt sense that a brand stands for something a person already wants to feel about themselves. That is upstream of every purchase decision. That is what scientific brand-building has always measured.
03
The measurement layer wins. When the moat is brand emotion, the firms that own a validated way to measure brand emotion at scale are no longer vendors. They are infrastructure. Whoever embeds first becomes the standard reference for the entire category.
The Mapping · Hotspex right now

Why the HMF is positioned to be that measurement layer — and what is left to build

01
The activation collapse is happening. Hotspex's media subsidiary closes for $40–50M in June precisely because the buyer can see this. Activation services are getting acquired and consolidated; the value is migrating upstream. We are getting paid for that migration.
02
The HMF is the measurement layer. 25 years. 800 brands. 96 emotions across 8 motivational zones, validated against brand outcomes. This is the only emotional motivation framework with this depth of empirical proof. The hardest work is already done.
03
The embedding has to happen now. HMF as MCP server. Live in BCG's case engagements. Live inside Adobe Creative Cloud's brand brain. Live on every Tracksuit dashboard. Make the framework callable from inside the tools marketers already use. This is the President's job.
04
Outcome: HMF becomes the standard. The emotional intelligence layer for anyone doing brand work in the AI era. Recurring licensing replaces project revenue. The multiple moves from 1.5× to 6–8×. The exit is not "sell to a competitor." The exit is "be acquired by a platform company that needs us inside their stack."
Why I'm telling you this story

You spent ten years convincing the industry that video was a richer signal than text. You proved the category, built the framework, embedded it into research workflows. The HMF is the same problem with a different signal: emotional motivation instead of video, in a market that AI is forcing toward exactly this answer. You don't need a learning curve. You need a launchpad — and the launchpad is sitting right here, fully built, waiting for someone with your specific career to come pick it up.

04Architecture

HMF as an MCP server.
Any AI. Any workflow.

Model Context Protocol is how AI agents connect to the real world. The HMF becomes an MCP server — any AI assistant, any enterprise workflow, any creative platform can call the emotional intelligence layer directly. This is not a research deliverable. It is infrastructure.

Claude
Anthropic agent
ChatGPT
OpenAI agent
Gemini
Google agent
HMF MCP Server
Emotional intelligence API
Calibrated against 800+ brands 25 years · 1M interviews · 30 countries
Adobe Creative Cloud
37M creator scoring
BCG Research
Brand strategy practice
Tracksuit
Continuous tracking
The Calibration Corpus
800+brands 1Minterviews 30countries 25years
Coca-Cola P&G RBC Unilever Nestlé PMI Pepsi L'Oréal Diageo Mars Mondelēz Kellanova Kraft Heinz Danone Reckitt Colgate-Palmolive Estée Lauder Henkel Bayer GSK Coca-Cola P&G RBC Unilever Nestlé PMI Pepsi L'Oréal Diageo Mars Mondelēz Kellanova Kraft Heinz Danone Reckitt Colgate-Palmolive Estée Lauder Henkel Bayer GSK
TD Bank Bell Rogers Tim Hortons Loblaws Canadian Tire Air Canada Manulife Sun Life BMO Scotiabank CIBC Lululemon Saputo Maple Leaf Foods McCain Shoppers Drug Mart Toyota Ford BMW TD Bank Bell Rogers Tim Hortons Loblaws Canadian Tire Air Canada Manulife Sun Life BMO Scotiabank CIBC Lululemon Saputo Maple Leaf Foods McCain Shoppers Drug Mart Toyota Ford BMW
Nike Adidas McDonald's Walmart Apple Samsung Heineken AB InBev Molson Coors Pernod Ricard Bacardi Brown-Forman Constellation JTI Reynolds Disney Spotify Netflix Microsoft IKEA Nike Adidas McDonald's Walmart Apple Samsung Heineken AB InBev Molson Coors Pernod Ricard Bacardi Brown-Forman Constellation JTI Reynolds Disney Spotify Netflix Microsoft IKEA

A brand manager in Adobe Creative Cloud prompts their AI: "score this creative against our brand zone." HMF returns it in 200ms. A BCG consultant's agent calls the map mid-engagement to add emotional context to a strategy deck. A Tracksuit user sees their brand drift across the eight zones over time. The methodology stops being a project deliverable and becomes infrastructure that nobody wants to rip out.

05The Deals

Three partnerships that
change the multiple.

These are not theoretical. Conversations are live. The President of NA owns the relationships that move each from "warm" to "signed" to "in production."

BCG · Strategy Consulting
Scoping

HMF embedded in BCG's brand practice

The head of BCG's research practice flew to Toronto for the MM&E keynote. They want to ingest the HMF map into their client brand consulting process. ~200 engagements per year × $25K licence per engagement is the steady-state arithmetic.

$5M
Annual licensing
at scale
Adobe · Creative Cloud · 37M users
Scoping

Brand emotional intelligence inside every tool

Adobe wants the HMF map inside the brand-brain layer of Creative Cloud. Every designer building on Adobe gets HMF emotional scoring on their work. At 0.5% adoption × $99/year × 5% Hotspex licensing — the unit economics work hard.

$9.15M
Annual licensing
at 0.5% adoption
Tracksuit · Continuous Tracking
Scoping

HMF as the emotional layer on every dashboard

Tracksuit tracks 500+ brands continuously. Their data answers is brand health moving. The HMF answers why. 200 clients upgrading to the emotional layer at $15K/year each.

$3M
Annual licensing
at conservative attach
System1 · Emotional Ad Science
Early

HMF as the motivational dimension on top of System1's affect data

System1 measures emotional response to advertising — how ads make people feel. The HMF adds the missing dimension: which motivational zone they activate. The combination — affect × motivation — is what predicts brand growth.

TBD
Active conversation
deal to be scoped
06Who's Helping Us Land This

You won't be
doing this alone.

Three people are already in the foxhole. Each one is the right operator for the specific gap they fill — not generic advisors collecting board seats, but people whose careers map directly onto the moves Hotspex needs to make in the next 18 months. Their relationships are now your relationships from day one.

Operator-coach
Dan Martell
i.
Dan Martell.
Founder · SaaS Academy → Martell Ventures

Dan has coached 800+ B2B SaaS founders through the exact transition Hotspex needs to make: project revenue → recurring licensing → platform exit. Three of his own SaaS exits, plus angel positions in Hootsuite, Intercom, Udemy. Now running an AI venture studio. He's giving us the playbook on the SaaS metrics, the hiring sequencing, and the systems that get you to a 7× multiple. Canadian. AI-native. Knows the model cold.

Exits3 SaaS
Coached800+ founders
Category insider
Patrick Comer
ii.
Patrick Comer.
Founder · Lucid → CEO · Cint Group

Patrick built Lucid and sold it to Cint for $1.1 billion in 2021. He is now CEO of the largest research marketplace on earth. He knows every buyer Hotspex needs to land — because he sells to them every day. He's giving us category intelligence on what platform exits in this space actually look like, who pays the premium, and where the strategic-acquirer interest will sit when we get there. Not a passive board observer — an active operator-advisor.

Lucid exit$1.1B
Now CEOCint Group
Inside BCG
Gaby Barrios
iii.
Gaby Barrios.
Partner · BCG · Center for Customer Insight

Gaby leads BCG's Demand Centric Growth practice — the methodology that becomes the entry point for HMF inside BCG's brand consulting work. She's the reason the BCG conversation is real and not theoretical: she championed the framework internally, brought the head of research to the MM&E keynote, and is co-designing how HMF integrates into BCG's case engagements. The President of NA inherits this relationship from day one.

PracticeDCG · BCG
TED speakerBrand · Consumer
07Why You, Specifically

This isn't a job posting.
It's a match.

I've looked at the obvious operators in this category. Most have one of the three things this role needs. You have all three: the platform-build experience, the AI conviction, and the courage to pick up your life and run a category from a continent you weren't born on.

Dave Carruthers · Career
Origin
Birmingham → Park City. Crossed the Atlantic to build something in North America.
Platform
Voxpopme: video insight from fringe to 8-figure ARR. Built the case that a richer signal predicts better outcomes.
Exit record
StaySafe: $40M. Voxpopme: 8-figure ARR. Knows what it takes to build something worth buying.
AI thesis
ONE Strategy Studio: "all in on GenAI automation to deliver insight and innovation strategy."
Right now
ZEEDA outdoor product discovery. ONE Strategy fractional work. Multiple bets, options open — looking for the right next platform play.
Base
Park City. Mountains. Ski culture. LIV Golf. Outdoors as a way of life.
Hotspex · The role
Journey
Canadian-origin firm. UK already profitable. NA needs a leader who has made this transition before.
Build
25 years of validated data on emotional motivation. Same thesis as yours: feelings predict behaviour better than stated intent. Different signal.
Cap structure
Media subsidiary closes $40–50M in June 2026. Company enters platform build phase debt-free.
Tech
RBC ad-testing platform built in 18 hours with Claude Code. AI delivery proof is done. Commercial relationships are the unlock.
Next chapter
President, NA Insights. Owns BCG, Adobe, Tracksuit, System1. Performance equity in a business building to a platform exit.
Geography
HQ Toronto. NA = NA. Park City works. Shane skis Grey County, Thornbury, Collingwood. Compatible.
08The Numbers

What moves the multiple.

Service businesses exit at 1.5× revenue. Platform businesses with recurring licensing exit at 6–8×. The President of NA Insights owns the relationships that move the business along this curve. Each scenario below has its own revenue mix and its own multiple — they move together, because that is how exits actually work.

2% conservative 8% aggressive
Status quo · today
$19M revenue · all service · 1.6× exit
$30M
$30M
$1.5M to you
BCG signed · Year 2
$24M revenue · $5M licensing · 3.0× exit
$72M
$72M
$3.6M to you
Platform live · Year 3
$30M revenue · BCG + Tracksuit · 5.0× exit
$150M
$150M
$7.5M to you
SaaS dominant · Year 4
$45M revenue · all four partners live · 8.0× exit
$360M
$360M
$18.0M to you
Your take · SaaS-dominant exit
At 5% performance equity, after all four partnerships are live and the company has shifted from project to recurring licensing. The multiple expands because the revenue mix expands — you can't get one without the other. Vesting tied to specific commercial milestones (BCG signed, Adobe POC live, ARR thresholds). Same structure used for the other operator deals at the company.
$18.0M
09Questions You're Probably Asking

The obvious questions.
Answered up front.

Every line of this is what I'd ask if someone sent me this dossier. I've put the answers here so the conversation can start at the second question.

Q.01
If the IP is so valuable, why hasn't it been platformised in 25 years?
+

Honest answer: because Hotspex was a profitable service business with smart people delivering smart engagements. The technology to deliver an emotional intelligence API at scale — LLMs that can interpret nuanced consumer language, MCP that lets AI agents call external context, vector embeddings that make 25 years of qualitative data queryable — none of it existed in a usable form until 18 months ago.

The unlock is now. AI agents need contextual frameworks, and HMF is the only validated emotional one. The full RBC ad-testing platform was built in 18 hours with Claude Code. The friction has collapsed. The window opened. We are moving.

Q.02
What stops OpenAI or Anthropic from training a frontier model on emotional response data and replicating this for free?
+

The IP isn't the categorisation scheme. The IP is the validation against outcomes. 25 years of correlating emotional response data against actual brand performance — share, penetration, growth, churn — across 800 brands and 30 countries. That dataset doesn't exist on the open web. It can't be scraped. It exists in our warehouse, tied to NDA'd brand performance data we got because we ran the studies.

A frontier model can produce a plausible-sounding emotional taxonomy. It can't tell you which zone of the map predicts CPG growth in markets with declining category demand. We can. That's the moat. Anyone can build a map. Only one company has 25 years of map-versus-outcome data.

Mark made this point on stage at MM&E: AI commoditises the production layer. The validation layer — the empirical proof that this signal correlates to that outcome — is what becomes more valuable, not less.

Q.03
What does the equity actually look like? Vesting, performance triggers, dilution risk?
+

Performance-based grant. 3–8% range depending on the level of ownership we agree on. Vesting tied to specific commercial milestones — BCG signed, Adobe POC live, Tracksuit live, ARR thresholds at year-1, year-2, year-3. Same structure used for the other operator equity grants at the company.

Cap table: clean. The media subsidiary is on a separate cap table — the June 2026 sale doesn't dilute Hotspex Insights. You join a debt-free company entering a platform-build phase with cash to fund it.

Exact percentage and milestone schedule is a second-conversation detail. I'm not playing games with that — it's just that the right number depends on what you want to own (NA only, or AI strategy too) and what milestones you're comfortable signing up for.

Q.04
What's the BCG / Adobe / Tracksuit reality? Signed LOIs or vague conversations?
+

I'm going to be precise here because you'd see through anything else.

BCG: Head of research practice attended the MM&E keynote in person. Active scoping conversation about HMF integration into their brand consulting practice. No signed LOI. Signed scope of work is the next step — that's what the President closes.

Adobe: Verbal interest from a senior product person via warm intro. The HMF API specification is being drafted now. Next milestone is technical integration POC in their Brand Brain layer.

Tracksuit: Conversation with their leadership about HMF as the emotional layer on their dashboards. Earlier than BCG. They've expressed clear interest; commercial structure is unscoped.

System1: Earliest of the four. Real. Not yet structured.

So: warm interest, scoping, and one keynote-validated relationship. Not signed deals. That gap is the job.

Q.05
What does day one and the first 90 days actually look like?
+

First 30 days: we run the existing NA client book together so you understand the delivery playbook and the math. You meet the BCG, Adobe, and Tracksuit relationships personally. You inherit the platform team and get briefed on the MCP server build state.

Days 30–90: three KPIs. (1) Lock the BCG scope of work. (2) Move Adobe from interest to scoped technical POC. (3) Hire the NA commercial team — your VP Sales, two BDRs, a marketing lead. We have budget for those hires the day you start.

By month 6: Tracksuit live, System1 scoped, the HMF MCP server is in production with at least one paying enterprise integration.

I'm not asking you to figure out the strategy. The strategy is on this page. I'm asking you to execute it.

Q.06
Voxpopme non-compete?
+

Voxpopme is video research. Hotspex is emotional motivation methodology + an emerging platform layer. Different categories, different buyers. We've already had outside counsel review and they don't see an issue. If your specific non-compete language is more restrictive than the market norm, we'll review it together — but I haven't seen a Voxpopme non-compete that would block this.

Q.07
Why Toronto HQ and not New York or San Francisco?
+

Founder tax residency reasons that don't bind your domicile. Park City stays Park City. NA = the entire continent. We expect Toronto presence for monthly leadership reviews and quarterly board meetings — call it 4–5 days a month max. We'll set up a flexible NYC presence as the partnership pipeline matures, because Adobe / BCG / System1 work pulls you there anyway.

Q.08
What's Shane actually like to work with? Will you let me run it?
+

You should ask people who've worked with me. I'll send you references — including operators I've made wealthy and operators I've parted ways with. Both are useful data points.

The honest version: I move fast, I'm direct, I don't waste time on process theatre. I expect the same back. I will not micromanage NA — I literally can't, I'm building the platform side and running global. What I will do is push hard on goals and back you completely on how you hit them. If we don't agree on a goal, we argue until one of us changes their mind. Once we agree, I'm out of your way.

If "you let me run it" means "no one challenges my decisions" — that won't work here. If it means "operational autonomy with goal alignment and no second-guessing" — that's exactly the model.

Q.09
The numbers in the calculator look big. Are you sure?
+

The multiples are the comp range from public insights/SaaS deals: Qualtrics, Quantum Metric, Numerator, Glassbox, Brandwatch acquisitions. The 1.5× floor is service-firm reality. The 6–8× ceiling is what platform-licensing companies command when they have proprietary IP and recurring contracts.

The inputs that determine where we land: (1) recurring licensing as % of revenue, (2) named platform partners shipping in production, (3) annual contract value vs. project revenue. Those are the variables. The President of NA owns most of them.

So: multiples are real. Whether we hit the 7.5× scenario depends almost entirely on whether the partnerships ship. Hence the equity structure is performance-based — the upside scales with whether you actually deliver them.

Q.10
Why am I getting a custom HTML page instead of a recruiter call?
+

Because if I sent this through a recruiter, you'd never see the version of it that I actually wanted you to see. The recruiter would summarise it into a generic JD and you'd skim it on your phone and pass.

I built this page specifically for you. The kind of person who notices that — who reads the parallels section and thinks "wait, he actually mapped this against my career" — is exactly the kind of person I want running North America. It's not a gimmick. It's the screening test.

10A Personal Note
FROM Shane Skillen
ROLE Founder & CEO, Hotspex Inc.
LOCATION Thornbury, Ontario
Private · Eyes Only
Drafted May 2026
For DC

Dave — I had this page built because I believe in doing things properly, and a LinkedIn message felt inadequate for what I want to say.

I've followed your journey with Voxpopme for years. What you built — the thesis that richer signals produce better predictions, the patience to grow it through multiple fundraises, the move from Birmingham to Salt Lake City — I recognise all of it. That is a specific kind of courage that most people in our industry do not have.

I built the Human Motivation Framework over 25 years. 800 brands. A million consumer interviews. The core belief is the same as yours was at Voxpopme: the signal that actually predicts behaviour is richer and more human than what the industry was measuring. You went to video. I went to emotional motivation. Both of us spent years proving it before the industry caught up.

The talk I gave with Mark at MM&E last month — "Brand Building in the Age of AI" — was the first time I said the commercial thesis out loud in public. AI eats activation. Brand emotion is the only moat. The firms that own the measurement layer for that moat become infrastructure. The whole reason I'm writing to you is that the role I need filled is the role that turns that thesis into recurring licensing revenue. It is not a research role. It is not a sales role. It is a category-build role, and they are rare.

BCG wants the framework. Adobe wants it. Tracksuit wants it. The MCP architecture is ready to be built. The media subsidiary is selling for $40–50M in June — the company enters the next chapter debt-free and ready to move fast. I need a President of North America who has made this exact transition before: from methodology to platform, from single market to multi-market, from service revenue to recurring licensing. You've done it. I haven't found many people who have.

And yes — I ski. Grey County, Thornbury, Collingwood. Not quite Park City but we make do. If you ever find yourself in Ontario before or after a Canadian ski trip, the conversation I'd like to have over a coffee, or a run down a hill, is this: what does it take to do what you did with Voxpopme, but with 25 years of emotional IP instead of video, in a market that AI is forcing toward exactly this answer? I think you know exactly how to answer that. I'd like to hear it.

I built this page specifically for you. Not because I think a web page closes a deal — but because I think the kind of person who notices that something was built specifically for them is exactly the kind of person I want running North America.

Shane Skillen
Founder & CEO · Hotspex Inc.
shane.skillen@hotspex.com
Thornbury · Toronto
May 2026
The next step

Ready to build
the next one?

One conversation. No recruitment process. Shane directly. You know how these things should work.