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LinkedIn Content Strategy & Writing Style

38 Viral ScoreView on LinkedIn

1 person tracking this creator on ViralBrain

Warm Analysis

She positions herself as a People First, AI Forward strategist helping B2B and GTM leaders navigate transformation without losing accountability, judgment, or humanity. Her content centers on reimagining work before redesigning roles or org charts, using practical frameworks like the Sorting Machine and Trust Ladder alongside real examples from Box, Pavilion, and marketing teams. What distinguishes her is the combination of systems thinking and emotional intelligence: she pairs workflow mapping, AI agents, measurement, and governance with intellectual humility, kindness, and inclusion. Her work sits at a valuable intersection of executive advising, community building, education, and transparent experimentation with tools such as Claude and Gemini Notebook.

Performance Overview

Followers

28.7K

Connections

8.5K

Avg. Engagement

73

Engagement Rate

Posts/Week

Viral Score

38

Posts Analyzed

27

Top Posts by Engagement

CMO Alliance's CMOs to Watch 2026 list came from peer nominations. Marketers chose the people they learn from. That means a lot to me. I'm proud to be on it. But what I'm most proud of is what it rep…

LinkedIn post image: CMO Alliance's CMOs to Watch 2026 list came from peer nominations. Marketers chose the people they learn from. That mean
48390435 viral
Marketing Leadership8 months ago
View on LinkedIn

AI will never have the A in RACI. I heard someone say that recently and wish I could remember who, because it was too good not to relay. If you haven’t used RACI in a while, it’s the model for who is…

LinkedIn post image: AI will never have the A in RACI.
188622322 viral
AI Agents & Automation20 days ago
View on LinkedIn

I ran a live "AI cooking show" on stage at Content Jam in Chicago yesterday. A cup of critical thinking, a pinch of magic, and a tablespoon of hot mess in directing AI that served up persona-aligned a…

LinkedIn post image: I ran a live "AI cooking show" on stage at Content Jam in Chicago yesterday. A cup of critical thinking, a pinch of magi
22358118 viral
AI Marketing6 months ago
View on LinkedIn

CEOs are starting to ask a different question about the CMO role. And it’s not whether they still need one or whether marketing should report to sales. A couple recently reached out to me asking what…

91841018 viral
Marketingabout 1 month ago
View on LinkedIn

I saved the best for last as He did. This is the last paragraph in my LinkedIn About section: “My husband’s and my greatest achievements are our children. Sometimes our biggest contribution to the wo…

LinkedIn post image: I saved the best for last as He did. This is the last paragraph in my LinkedIn About section:
34420016 viral
Personal Branding6 months ago
View on LinkedIn

Filipinos are known for their singing voices. This is about as close as I’ll get to a world tour. 😂 Kicking off next week at Dreamforce in the Bay Area, then speaking at events across the country..…

LinkedIn post image: Filipinos are known for their singing voices. This is about as close as I’ll get to a world tour. 😂
19862016 viral
Networking & Communityabout 1 month ago
View on LinkedIn

Posting Patterns & Frequency

5.8 posts/week

Posts / Week

27

Total Posts Analyzed

HIGH

Posting Frequency

Timezone: UTC

Best Performing Days

FridayMondayThursday

Best Performing Times To Post

Approximately 13:30-14:20 UTC

Topics & Content Focus

Primary Topics

Practical AI transformation for B2B go-to-market organizationsHuman-centered AI adoption, responsible implementation, and trustReimagining marketing work, roles, workflows, and organizational designAI leadership through intellectual humility, experimentation, and continuous learning

Secondary Themes

AI literacy and inclusive knowledge sharingMeasuring AI business impact and workflow accountabilityAI-assisted content quality controlProfessional communities, mentorship, and reciprocal networkingPersonal reflections on learning and leadership

Industry Focus

B2B SaaS marketing and go-to-market leadershipEnterprise marketing transformationAI consulting and organizational designRevenue and marketing operations

Content Categories

Strategic thought leadershipPractical AI frameworks and case studiesIndustry event analysisLeadership reflectionCommunity and relationship buildingLightweight personal engagement posts

Performance Insights

73.1%

Avg Engagement Rate

STABLE

Performance Trend

Best Performing Topics

Professional community stories with a strong emotional narrativeAI adoption data tied to real GTM leadership questionsPractical AI implementation frameworks and organizational case studiesRelatable AI mistakes and humor

Virality Signals

Community identity and belonging outperform purely conceptual commentarySpecific numbers and named organizations increase credibility and discussionHumor creates strong interaction even when the subject is operationally smallComment engagement remains meaningful despite very limited resharingThe strongest posts combine a concrete artifact with a personal or human story

Structure & Quality

390

Avg Length (Words)

HIGH

Depth Level

ADVANCED

Expertise Level

88/10

Uniqueness Score

Common Hooks

A timely observation about how AI is changing behavior or workA personal admission, mistake, or moment of learningA concrete business question about organizational changeA named event, expert, client, or community milestoneA playful everyday moment used to make AI more relatable

Common Endings

An open-ended question inviting professional perspectivesA reflective principle or leadership takeawayA thank-you to collaborators, mentors, or community membersA warm, optimistic closing that reinforces shared learning

Value Delivery Methods

Turns AI trends into implications for workflows, accountability, and organizational designProvides reusable decision frameworks rather than isolated tool recommendationsBalances strategic abstraction with client examples, metrics, and implementation detailModels responsible and psychologically aware AI adoptionMakes complex transformation topics accessible through stories and analogies

Formatting Style

Long-form narrative paragraphsBulleted frameworks and quantified findingsNumbered strategic lensesSelective emoji and parenthetical humorLinked references to experts, events, and resources

Audience & Tone

YES

Question Usage

0%

Response Rate

Detected Tone

Relatable expertSmart-casualReflective strategistWarm and community-mindedIntellectually humbleOptimistic but risk-awarePractical rather than hype-drivensemi-formalfirst-person

Interaction Style

Reflective professional discussionPeer knowledge exchangeExperience-sharing prompted by direct questionsCommunity affirmation and relationship reinforcementLow-pressure participation through humor and relatable moments

Community Building Signals

Frames expertise as something to share generously rather than use for statusHighlights mentors, collaborators, clients, and professional communitiesUses gratitude and recognition to strengthen network affinityInvites readers into an ongoing learning journeyConnects AI transformation with human trust, belonging, and accountability

Writing Style Patterns

Content Strategy

Hook: A timely observation about how AI is changing behavior or woTone: semi-formalCTA: Conversational questions asking readers to share e

Writing style breakdown

The author’s voice is thoughtful, warm, practical, and intellectually curious. It combines professional credibility with an accessible, conversational manner. The writing is not formal in a corporate or academic sense, even when discussing organizational design, AI governance, leadership, or business transformation. Instead, complex ideas are translated into plain language and connected to recognizable human experiences.

The dominant tone is reflective rather than urgent. The author often begins with an observation about AI, work, leadership, or community, then gradually moves toward a broader human implication. The emotional energy is moderate and controlled. Even when discussing major technological change, the author avoids alarmism, exaggerated promises, or aggressive persuasion. The writing communicates confidence without sounding absolute.

A recurring characteristic is intellectual humility. The author frequently acknowledges uncertainty, changing opinions, incomplete knowledge, or the possibility of being wrong. Examples include “Sometimes it means admitting I was wrong,” “I’m doing plenty of zigging and zagging with AI,” and “I’m thinking about it as a spectrum.” This creates a voice that is authoritative but not authoritarian.

The author often uses first-person framing to establish personal involvement: “I’ve felt that too,” “I appreciate that,” “I want us to keep showing the work,” and “My view is that we should reimagine the work first.” First person is then balanced with inclusive second-person or collective language. The most common collective pronoun is “we,” which positions the reader as a participant rather than an audience member being instructed. “You” appears when explaining a principle directly, as in “You need to understand how the work, people, data, and systems fit together.”

The author uses direct questions frequently, but these are usually invitations to reflect rather than confrontational rhetorical devices. Examples include “Could someone newer to AI feel invited into the learning, or made to feel behind?” and “How are you thinking about the org question as AI changes the work?” Questions create dialogue and commonly appear near the end of a post.

The prose is structured and methodical, but it does not feel mechanical. The author usually moves from a concrete observation to an interpretation, then to a practical implication. Metaphors appear occasionally and are chosen for clarity rather than ornament. The butterfly-and-garden analogy in post 4 is a notable example. Repetition also matters, especially the recurring sequence “reimagine the work first, then the roles, then the org.” This phrase functions as a conceptual anchor across multiple posts.

Humor is present but restrained. It appears through small personal asides, self-deprecation, emojis, or situational observations: “gotta like the men in pink,” “I’m not much of a country music fan,” and “Apparently ‘Give to Get’ works for yellow Labs too.” The humor softens professional material without becoming the central purpose of the writing.

2. STRUCTURAL FLOW & LOGICAL PROGRESSION
3. SPACING, LINE BREAKS & VISUAL FLOW

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