Information Density: Mostly Serious – Signal Evidence & AI Readability

Mostly Serious

(https://www.mostlyserious.io) 📸 Data Snapshot: May 19, 2026
Information Density — The Lens

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Info Density Power-words vs. Substance ratio.
22 Impact Weight: 30 / 100
73% Reputation

The Information Density is generally high, particularly on the Habitat page which lists specific, non-generic modules like ‘Let’s Have an Argument’ and ‘Managing Across Generations.’ However, fluff saturation appears in H1 headings such as ‘Future-ready organizations start here’ and ‘AI Solutions That Amplify Your People,’ which use power words without specific nouns. The most significant substance failure is on the MSAI page, where the ‘results speak for themselves’ section contains zeroed-out counters (0 Workshops Delivered, 0 Hours Saved), providing no density where it is most claimed.

Information Density is read straight from the body copy: how much of the text carries grounded, checkable substance versus hollow filler. Below is the clean text the engine analyzed, then the industry’s known generic-claim patterns to weigh it against.

📝 The Narrative — clean text per page (the substance-vs-filler signal)
HOMEPAGE (https://www.mostlyserious.io) Mostly Serious | We're Mostly Serious, A Full-Service Digital Agency
[H1] Future-ready organizations start here.
You deserve an agency who works the way you do, seeks out the root problem, and stays laser-focused on solutions. We are that agency — nice to meet you!When your platforms, culture, and innovation are totally in sync, that’s a sweet melody.
[IMG: Mostly Serious logo]
[H3] Build with MS
Websites that perform and grow with your business.Digital Solutions
[IMG: Mostly Serious AI logo]
[H3] Evolve with MSAI
AI adoption that works for your people.AI Strategy & Workshops
[IMG: Habitat logo]
[H3] Grow with Habitat
Culture that inspires and drives real progress.Training & Consulting
[H2] Three Teams, One Shared Purpose.
Fifteen years ago, Mostly Serious started building websites out of a spare bedroom. Today we partner with industry-leading organizations to solve complex challenges, elevate teams, and lead them into the future. Our work spans three divisions and is united by one shared purpose.Continue Reading
[IMG: A mug reading "Let]
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SUB-PAGE (https://mostlyserious.io/mostly-serious/) Mostly Serious | There's a Better Way to Website
[H1] Mostly Serious is what happens when smart people team up to make the internet less boring.
[H2] Your website can do better. We'll work with you to make sure it does.
Your website should feel intentional and perform at its best every day. We focus on the details that make it stronger, faster, and easier to manage so it pulls its weight.Website Design & DevelopmentWebsite MaintenanceOptimizationView workSwipe to explore
[IMG: Three Gordon College students smiling outdoors.]
[IMG: Copper brewing tanks inside a brewery.]
[IMG: A nurse holding a newborn while speaking with a parent.]
[IMG: Two people standing in a corn field at sunset.]
[IMG: A person working with materials in an industrial shop.]
[IMG: Students in a classroom with one raising a hand.]
[IMG: A May Mobility autonomous shuttle vehicle on a street.]
[IMG: Three Gordon College students smiling outdoors.]
[IMG: Copper brewing tanks inside a brewery.]
[IMG: A nurse holding a newborn while speaking with a parent.]
[IMG: Two people standing in a corn field at sunset.]
[IMG: A person working with materials in an industrial shop.]
[IMG: Students in a classroom with one raising a hand.]
[IMG: A May Mobility autonomous shuttle vehicle on a street.]
[H2] Great websites created by awesome humans.
Our approach is simple: we take the time to understand what matters most to you, then create solutions that actually make a difference. Practical, thoughtful work that delivers real value for you, your team, and your organization.Behind every project is a set of guiding values.CollaborationDevotionGritAccountabilityCommunityIntegrityMeet the people you'll actually enjoy working with
[IMG: Mostly Serious team laughing and talking together around a conference table.]
We Have The Best WordsRead our team's latest thoughts on digital strategy, building better teams, and making the most of AI use.More Things To ReadRead up on some of our latest takesWrite for People, Not AlgorithmsForget Being #1. Be the Source: How to Appear in AI Overviews and Answer EnginesB2B SEO Solutions for Serious Growth
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SUB-PAGE (https://mostlyserious.io/msai/) MSAI | Human First AI
[H1] AI Solutions ThatAmplify Your People.
We take a practical approach to AI adoption that gives teams back time so they can focus on the work only humans can do.
[IMG: Team collaboration in AI workshop]
[IMG: Facilitator speaking on stage in front of a large projected AI interface.]
[H2] AI consulting
Ongoing advisory support to help your leaders prioritize, plan, and measure AI initiatives across teams and tools.Clarify where AI can (and can't) help your organizationEstablish practical guardrails and usage policiesDesign pilots that prove value without overwhelming teamsClarify where AI can (and can't) help your organizationBuild a roadmap that connects AI work to real outcomesLearn More About How We Can HelpThe results speak for themselves.Teams that move through our structured workshops report higher adoption, stronger performance, and faster workflows. We turn curiosity into confidence and save your teams real time.Workshops Delivered0Organizations Advised0Self-Reported Hours Saved0
[IMG: Two speakers presenting on stage at the JMARK Business Innovation & Technology Summit.]
[H2] The training is both engaging for experienced users and those new to AI. It helped us get up to speed and be much more effective. We now have over 250 custom GPTs that have improved our business.
Tom DouglasCEO, JMARKLearn More
[H2] The Tools & Platforms We Work With
[IMG: OpenAI]
[IMG: Google]
[IMG: ChatGPT]
[IMG: Microsoft]
[IMG: Anthropic]
[IMG: Amazon Web Services]
[IMG: Claude]
[IMG: OpenAI]
[IMG: Google]
[IMG: ChatGPT]
[IMG: Microsoft]
[IMG: Anthropic]
[IMG: Amazon Web Services]
[IMG: Claude]
[IMG: OpenAI]
[IMG: Google]
[IMG: ChatGPT]
[IMG: Microsoft]
[IMG: Anthropic]
[IMG: Amazon Web Services]
[IMG: Claude]
[IMG: OpenAI]
[IMG: Google]
[IMG: ChatGPT]
[IMG: Microsoft]
[IMG: Anthropic]
[IMG: Amazon Web Services]
[IMG: Claude]
[H2] Got questions? We thought you might.
Can't we figure this out ourselves?We are overwhelmed by AI. Where do we even start?How do you think about security, privacy, and governance?How will we know if our investment in AI is working?
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SUB-PAGE (https://mostlyserious.io/habitat/) Habitat | Communication & Culture
[H1] Better teams build better organizations.
Our trainings strengthen communication, services create structure, and our research uncovers insights that drive growth.
[IMG: Abstract blocks and shapes representing balanced organizations, with a red sphere suspended above a structured base.]
[IMG: Habitat Communication & Culture logo]
[H2] Habitat is a data-driven strategic partner that uses systems to improve teams. We like to help passionate organizations do better.
[H2] Popular Trainings
Our trainings blend both theory and practice, clearly illustrating concepts and providing participants with opportunities to use those concepts in real-time.
[H3] Setting a Management Foundation
Develop the core skills and structure managers need to lead teams with clarity and confidence.Learn More
[H3] Effective Communication
Learn how to communicate with clarity, intention, and impact—the foundation of every great team.Learn More
[H3] High-Performance Teams
Build stronger, more collaborative teams using useful frameworks to strengthen trust, clarity, and accountability.Learn More
[H3] Emotional Intelligence
Assess and enhance your emotional intelligence to improve interactions with supervisors, peers, and employees.Learn More
[H3] Let’s Have an Argument
Turn disagreement into progress by understanding argument styles, spotting unhealthy patterns, and facilitating healthy debate.Learn More
[H3] Understanding Conflict Styles
Recognize the roots of workplace conflict and learn how to manage it productively through awareness and practical strategies.Learn More
[H3] Managing Difficult Conversations
Learn a clear framework for handling tough conversations with confidence, empathy, and positive outcomes.Learn More
[H3] Delegation & Accountability
Discover strategies for effective prioritization and clear delegation while fostering a culture of accountability.Learn More
[H3] Managing Across Generations
Navigate generational differences and adapt leadership strategies to meet the expectations of a changing workforce.Learn More
[H3] Decision-Making in Organizations
Identify frequent flaws in the decision-making process and learn methods for ensuring high-quality decisions.Learn More
[H3] Being (Rather than Becoming) a Leader
Recognize leadership as an active verb and embrace in-the-moment changes to your style.Learn More
[H3] Cultivating a Culture of Engagement
Understand what truly drives engagement by exploring motivation, satisfaction, and commitment—and learn how to build systems that sustain them.Learn More
[H3] Need a tailored training program? We do that.
We offer custom designed training programs and sessions for teams. Reach out to discuss your specific needs.Get Started
[H2] Services
Our tools and systems give your teams superpowers.
[IMG: Needs Assessment illustration]
[H3] Needs Assessment
Unmask the challenges causing pain within your organization. Our needs assessment is designed to dig deep into the challenges your organization is facing through team member surveys, interviews, and data analysis. We use our findings to make recommendations, both within our service offerings and beyond, for how to address the challenges within your organization.Learn More
[IMG: Strategic Planning illustration]
[H3] Strategic Planning
Strategic planning is a vital component of creating alignment and focus within an organization. Our comprehensive approach to strategic planning includes pre-session surveying, visioning exercises, goal-setting, and ongoing accountability mechanisms for your team to ensure plans turn into action.Learn More
[IMG: Performance Management illustration]
[H3] Performance Management
Effective performance management systems improve employee performance by providing alignment and accountability. Our solutions are tailored to the specific needs of an organization. In addition, we ensure that the performance management system is installed correctly and efficiently, and that all employees are properly trained on how to use it.Learn More
[IMG: Leadership Development illustration]
[H3] Leadership Development
Managers are a team's coaches, cheerleaders, and mentors. Unfortunately, they're often left without the time, resources, and support to perform effectively in their roles. Our trainings and coaching services give your organization's leaders the tools they need to build and maintain high-performing teams.Learn More
[IMG: Data Lab abstract visualization]
[H2] Data Lab
The Habitat Data Lab was born out of the necessity to help our clients answer big organizational and industry questions.Custom Research ProjectQualitative ResearchQuantitative ResearchResearch ReportsReport PresentationsReport-Focused Keynote SpeakingLearn More About Custom Research
[H2] Let’s Have a Conversation
We’d love to get to know each other. Feel free to reach out directly to any of our Habitat team members or complete the form below.
[IMG: Spencer Harris, Co-founder]
[H3] Spencer Harris
Co-founderSpencer@TeamHabitat.com
[IMG: Paige Oxendine, Director of Consulting Services]
[H3] Paige Oxendine
Director of Consulting ServicesPaige@TeamHabitat.com
[IMG: Jarad Johnson, Co-founder]
[H3] Jarad Johnson
Co-founderJarad@TeamHabitat.com
[IMG: Alex Hollenback, Project Manager]
[H3] Alex Hollenback
Project ManagerAlex@TeamHabitat.com
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SUB-PAGE · THIN (https://mostlyserious.io/contact/) Contact Mostly Serious | Mostly Serious
[H1] We look forward to hearing from you.
You're just a few short questions away from starting a conversation.
110 chars
SUB-PAGE (https://mostlyserious.io/insights/) Insights & Blog | Mostly Serious
[H1] I'm hearing we have the best words.
From our brains to your screen, get the latest from our team on digital strategy, building better teams, and making the most of AI.Mostly WordsHabitat ChatterAI ThoughtsJarad JohnsonFebruary 24, 2026
[H3] Write for People, Not Algorithms
AI made it easy to produce content at scale. It also made it easy to produce content nobody wants to read. The companies winning in search and AI-driven discovery are the ones publishing content with real perspective, not the ones generating hundreds of keyword-stuffed articles a month.HabitatNovember 19, 2025
[H3] The Psychology of Great Teams: Data, Frameworks, and Practices
Great teams do not appear by accident—they emerge when leaders understand the psychology of dysfunction, build psychological safety, and create the conditions for people to do their best work together.
[IMG: Abstract illustration representing AI skills as reusable building blocks shared across a team]
Jarad JohnsonFebruary 17, 2026
[H3] Your AI training worked. Now what?
Most AI training ends with excited teams and productivity gains. But a few weeks in, people are spending their AI time re-explaining context. Skills — portable, shareable instructions that teach AI how to handle specific work — change that pattern and help training compound across an organization.
[H2] Your Website Should Keep Working as Your Business Changes
A website can keep loading, submitting forms, and technically doing its job while quietly introducing people to an outdated version of the business behind it.Our long-term relationship with OMB shows what happens when a website foundation and the team behind it keep adapting as the business grows into new divisions, new audiences, and new offerings.Keep Reading6 mins
[H2] Stop Overthinking Agents
The AI industry wraps simple concepts in complex language. Agents, agentic workflows, multi-agent orchestration—it all sounds like it requires a computer science degree. It doesn't.A practical look at how folder-based AI systems handle real organizational work, from marketing content to client onboarding, and why the barrier to entry is lower than the jargon suggests.Keep Reading8 mins
[H2] If You Speak First, You Shrink Your Team
Senior leaders often speak first in meetings without realizing the cognitive consequences. When a leader offers an early opinion, it anchors the group, narrows thinking, and reduces cognitive diversity. Research shows that evenly distributed participation improves collective intelligence, yet power dynamics make that difficult in practice. If leaders want better decisions, they must discipline their share of voice and intentionally create space for others to think and speak first.Keep Reading5 mins
[H2] Your Performance Reviews Are Probably Too Polite
Most performance systems fail not because they lack structure, but because leaders avoid discomfort. When harmony is prioritized over clarity, feedback becomes vague, accountability erodes, and growth stalls. Effective performance conversations require honesty, future orientation, and the courage to say what is actually true.Keep Reading5 mins
[H2] Write for People, Not Algorithms
AI made it easy to produce content at scale. It also made it easy to produce content nobody wants to read. The companies winning in search and AI-driven discovery are the ones publishing content with real perspective, not the ones generating hundreds of keyword-stuffed articles a month.Keep Reading7 minsMore
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🧭 Industry Context — common generic-claim patterns in Marketing, SEO & Advertising Agencies to weigh the text against
Generic Claims: we grow businesses, results that speak for themselves, your marketing partner, proven track record, trusted by leading brands, we increase your revenue…
Red Flags: guaranteed rankings or specific position promises, case studies with no client names or metrics, proprietary tools that are rebranded free tools, results claims without timeframes or baselines, partner badges without verifiable partner directory listing, every service offered by a small team with no specialists…
Semantic Drift Patterns: homepage claims data-driven but case studies show no metrics, claims full-service but team is three people, homepage targets enterprise but case studies are local businesses, claims proprietary methodology but describes standard practices, ROI focus on homepage but portfolio shows vanity metrics only…
Proof Expectations: named client case studies with before-and-after metrics, specific revenue or traffic numbers achieved, verified vendor partnerships with tier levels, team member profiles with specific expertise and career history, portfolio with named clients and campaign details, third-party ratings on Clutch, G2, or Google…