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Use this free mini course with ChatGPT prompts to get a clear picture of who your customers are. You'll learn what problems they have and how to talk to them in ways they understand and care about.

Market Research Mini Course

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Market Research Page Overview


Overview

The problem, its scale, and why an “operating system” matters - AgencyOS

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use the prompt found here to build the overview section for your offering

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What’s really going wrong as service providers scale

Fast-growing agencies/consultancies typically hit a predictable wall: complexity outruns process. Headcount, clients, and tools multiply faster than decision rights, SOPs, and shared context. The result is disorganization and miscommunication—missed handoffs, unclear owners, scope creep, and time lost “talking about work” instead of doing it. Bain calls this the growth–complexity paradox: most leaders blame internal complexity for stalled performance. Bain+1

The scale of the drag (hard numbers)

Agency-specific pain (what it looks like on the ground)

A 2024 survey of 503 agency leaders (US/UK, 21+ employees) shows how disorganization shows up financially and operationally:

Why this matters commercially (not just internally)

Customer tolerance for friction is thin: PwC found 32% of customers will abandon a brand after one bad experience (and 59% after two). Disorganized internal ops → slow responses, rework, missed expectations—which quickly becomes churn. PwC

Root causes (diagnostic checklist)

Strategic answer: a lightweight “Operating System” (OS) for agencies

A practical fix is a single source of truth + clear decision pathways. In practice, that means:

This is precisely the gap your Notion-based Agency Operating System can fill: an integrated, templatized environment that reduces fragmentation, encodes best-practice process, and makes status/ownership unambiguous.


Reference URLs (for your doc)

Microsoft Work Trend Index 2023 – “Will AI Fix Work?”
<https://www.microsoft.com/en-us/worklab/work-trend-index/will-ai-fix-work>

Microsoft Work Trend Index 2024 (PDF)
<https://assets-c4akfrf5b4d3f4b7.z01.azurefd.net/assets/2024/05/Microsoft_2024_Work_Trend_Index_Annual_Report_663b79bdc8f91.pdf>

Asana – Anatomy of Work Global Index (2023 overview page)
<https://asana.com/resources/anatomy-of-work>

Okta – Businesses at Work 2025 (average apps >100)
<https://www.okta.com/reports/businesses-at-work/>

Okta – Businesses at Work 2024 (avg. ~93 apps)
<https://www.okta.com/newsroom/articles/businesses-at-work-2024/>

PMI – The Essential Role of Communications (Pulse of the Profession report)
<https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/the-essential-role-of-communications.pdf>

PMI article citing poor comms in 56% of failed projects
<https://www.pmi.org/learning/library/communication-method-content-in-project-9937>

Teamwork – The State of Agency Operations 2024 (PDF)
<https://images.g2crowd.com/uploads/attachment/file/1428051/the-state-of-agency-operations-2024.pdf>

Bain – Killing Complexity Before Complexity Kills Growth
<https://www.bain.com/insights/killing-complexity-before-complexity-kills-growth/>

Bain – Founder's Mentality (barriers and pathways)
<https://www.bain.com/insights/founders-mentality-barriers-and-pathways-to-sustainable-growth/>

PwC – Consumer Intelligence Series: Future of Customer Experience (PDF)
<https://www.pwc.de/de/consulting/pwc-consumer-intelligence-series-customer-experience.pdf>

Customer Emotions & Triggers (for Disorganized Agency Ops)

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use the prompt found here to build the Customer Emotions & Triggers section for your offering

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Who we’re really talking to


A day in their life (what it feels like)

7:45am — Skims Slack, email, and three PM tools before coffee. Two clients changed copy “in the doc,” but which doc?

10:00am — Stand-up derails into “where’s that file?” and “who owns this?” Meetings multiply; decisions are verbal, undocumented. Microsoft’s Work Trend research shows people spend the majority of time communicating about work vs. creating it, and meeting load keeps rising. Azure Asset Storage

12:30pm — Scoping wobble: SOW assumptions were never captured; team is overservicing “to keep the client happy.” Teamwork’s 2024 agency survey: 68% struggle with scoping accuracy; overservicing is common. images.g2crowd.com

2:00pm — Tool roulette: tasks in one app, briefs in Google Docs, approvals via email, assets in Drive, dates in Notion, comments in Slack. The typical company now runs >100 apps, and switching between them creates cognitive drag. Okta

3:30pm — Ping-pong attention. Research shows frequent interruptions increase stress and effort, and “attention residue” from task-switching depresses performance. UCI Bren School of ICSScienceDirect

6:15pm — “Quick” client call creates new work with unclear owners. Nothing lands in a shared decision log, so the same debate returns tomorrow. PMI has long tied poor communication to project failure rates. Project Management Institute


Core pain points (surface → root cause)

  1. “Where is the truth?”
  2. Scope creep & overservicing
  3. Decision latency & rework
  4. Attention fragmentation & exhaustion
  5. Margin bleed
  6. Client trust erosion

Private-journal lines (voice of customer you can copy/paste)


Emotional landscape (what’s underneath the behavior)