Industry Context — Common BS Fingerprints in Software, SaaS & Tech Products
ChurnZero
(https://churnzero.com) 📸 Data Snapshot: June 20, 2026Analyze the raw signals below. How would a machine score this business’s credibility?
Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.
🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Customer Success Software for Customer Growth – ChurnZero (https://churnzero.com)
Customer Success Software for Customer Growth – ChurnZero
Deliver digital first customer success with ChurnZero software that helps businesses improve the customer experience and drive revenue.
NAV_HEADER_HEADING_REPEATED_BODY Customer Success AI – ChurnZero (https://churnzero.com/features/customer-success-ai/)
Customer Success AI – ChurnZero
ChurnZero’s AI and AI Agents don’t just analyze customer data—they act. Automate the manual, surface risk and opportunity, and personalize every interaction at scale.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER ChurnZero Live Demo | Customer Success Platform Demo | ChurnZero (https://churnzero.com/live-demo-of-churnzero/)
ChurnZero Live Demo | Customer Success Platform Demo | ChurnZero
Fight customer churn by understanding how people experience every touchpoint of your product and service. Happier customers means higher retention rates with ChurnZero.
NAV_HEADER_HEADING_REPEATED_FOOTER Customer Success Resources – ChurnZero (https://churnzero.com/customer-success-resources/)
Customer Success Resources – ChurnZero
Explore ChurnZero’s customer success resources, including blogs, guides, webinars, case studies, and research to help teams retain and grow.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://churnzero.com) Customer Success Software for Customer Growth – ChurnZero
[H1] Fight Churn with AI-Powered Customer Success Software [H3] ChurnZero is the engine for customer growth—powered by AI Agents that protect revenue, scale impact without added headcount, and drive customer value. [H2] What can you achieve with ChurnZero? [IMG: Pink check icon] [H4] 65% reduction in onboarding time [IMG: Pink check icon] [H4] 13x increase in CSM account coverage [IMG: Pink check icon] [H4] 21% increase in gross revenue retention [IMG: Pink check icon] 65% reduction in onboarding time [IMG: Pink check icon] 13x increase in CSM account coverage [IMG: Pink check icon] 21% increase in gross revenue retention [IMG: Pink check icon] [H4] 27% increase in logo retention [IMG: Pink check icon] [H4] 60% decrease in churn [IMG: Pink check icon] [H4] 54% reduction in at-risk revenue [IMG: Pink check icon] [H4] 100% increase in account growth [IMG: Pink check icon] [H4] 2x increase in Customer Lifetime Value [IMG: Pink check icon] [H4] 203% increase in customer training sessions [IMG: Pink check icon] 27% increase in logo retention [IMG: Pink check icon] 60% decrease in churn [IMG: Pink check icon] 54% reduction in at-risk revenue [IMG: Pink check icon] 100% increase in account growth [IMG: Pink check icon] 2x increase in Customer Lifetime Value [IMG: Pink check icon] 203% increase in customer training sessions Show More [H2] The future of customer growth is autonomous. [H3] Introducing AI Agents ChurnZero AI brings purpose‑built, embedded Agents that don’t just analyze or advise—they act. ChurnZero Agents automate the tasks that slow you down, execute on every risk and opportunity, and personalize interactions at scale. With these always-on digital teammates handling the manual work, your team can focus on relationships, strategy, and delivering value. Explore AI Agents [IMG: Churnzero features data chart for CSP] [IMG: Engagement AI ChurnZero ScreenShot] [H3] Purpose-built for customer growth ChurnZero AI is the intelligence engine woven throughout ChurnZero to tackle the tasks that matter most to customer teams. By uniting insights, automation, and autonomous operations, ChurnZero AI eliminates manual work, closes execution gaps, and amplifies the human edge—powering growth and exceptional customer experiences with fewer resources. Explore ChurnZero AI [H2] Know and grow every account. ChurnZero AI gives your team the automation, insights, and visibility to manage every customer proactively and drive growth at scale. [IMG: YouTube video player] [H2] What trends are shaping CS for 2026? ChurnZero’s 6th annual Customer Revenue Leadership Study reveals how nearly 800 customer leaders are reshaping post-sale growth. Get the data, insights, and recommendations that show where leading CS teams will invest next. SEE THE FINDINGS [H4] [H4] CUSTOMER GROWTH PLATFORM FEATURES [H2] The highest-rated and most loved AI customer growth software. Whether it’s getting in front of changing customer health, upcoming renewals, or expansion opportunities, ChurnZero’s AI agents helps customer teams make the most of their time and focus on the work that matters most. R AI and AI agents R Customer health scoring R Customer journeys R Plays and automation R In-app communications R Renewal forecasting R Surveys R Reporting Find out more [H2] Customer software that integrates with the tools you use every day. [IMG: Google Calendar] [IMG: Outlook 365] [IMG: Slack] [IMG: Microsoft Teams] [IMG: Salesforce] [IMG: HubSpot] [IMG: NetSuite] [IMG: Close] [IMG: Spiro] [IMG: Zoho CRM] [IMG: Chargebee] [IMG: Microsoft Dynamics CRM] [IMG: pipedrive] [IMG: Copper] [IMG: Freshsales] [IMG: Zendesk Sell] [IMG: Teamwork CRM] [IMG: Absorb LMS] [IMG: Skilljar] [IMG: Northpass] [IMG: Higher Logic Vanilla] [IMG: Amazon S3] [IMG: Snowflake] [IMG: Google BigQuery] [IMG: Gmail] [IMG: Outlook 365] [IMG: QuickBooks] [IMG: Stripe] [IMG: Recurly] [IMG: Maxio] [IMG: Exact] [IMG: ChartMogul] [IMG: Gong] [IMG: Chorus] [IMG: Zoom Meetings] [IMG: Ask Nicely] [IMG: Wootric] [IMG: Pendo] [IMG: Teamwork Projects] [IMG: Wrike] [IMG: Asana] [IMG: Targetprocess] [IMG: Microsoft Excel 365] [IMG: Google Sheets] [IMG: Google] [IMG: Microsoft 365] [IMG: SAML] [IMG: Microsoft Dynamics 365] [IMG: Zendesk] [IMG: Help Scout] [IMG: Salesforce Service Cloud] [IMG: Jira] [IMG: HubSpot Service Hub] [IMG: Zoho Desk] [IMG: Freshdesk] [IMG: Jira Service Management] [IMG: ServiceNow] [IMG: Teamwork Desk] [IMG: Segment] [IMG: Intercom] [IMG: Mixpanel] [IMG: GoTo Webinar] [IMG: Synthesia] View all integrations [H2] Grow revenue, increase retention, and deliver the best possible customer experiences at scale. BOOK A DEMO
SUB-PAGE (https://churnzero.com/features/customer-success-ai/) Customer Success AI – ChurnZero
[H2] Your team's always-on advantage. ChurnZero AI agents surface risk and opportunity early, recommend next steps, and automate the work that slows your team down. Every agent draws from a single intelligence layer: your customer data, your team's documentation, and your business context, so the output is specific, accurate, and ready to act on. [IMG: ChurnZero AI agent Signals] Shown above: ChurnZero AI agents signal account changes and recommend next steps. [H2] What makes ChurnZero AI different. Your AI is only as good as the data that powers it. [H3] AI that executes. ChurnZero AI is built and tested to solve the challenges CS teams face across onboarding, adoption, renewal, and expansion. Agents and assistants automate the admin, surface what matters, and take action autonomously or on request. Your team decides when agents suggest next steps and when they execute. Full control, across every account. [H3] AI that knows your customers and your business. AI that knows your business and your customers. Every agent is connected to your knowledge sources, regulatory guidelines, ICPs, pricing, segmentation logic, escalation paths, and what success looks like for your accounts. It reads customer calls and emails to determine tone, topics of interest, and shifts in sentiment. Every agent inherits all this data automatically. And it is always up-to-date. [H3] Reach and flexibility. Bring live ChurnZero data into the AI tools you already use. ChurnZero Connect (MCP) brings live ChurnZero data directly into Claude and ChatGPT. This is not just a data pipe. It carries an intelligence layer that maps plain-language questions to the right fields, runs calculations where the data lives, and applies permission-based guardrails so answers are accurate and governed. Ask about any account or your entire portfolio and get answers that are real, specific, and yours. [H3] One subscription for every AI capability you need. ChurnZero provides access to all AI agents through one annual subscription. The transparent flat-rate tiers and pre-purchased AI credits give teams a clear cost structure and room to grow. [H2] AI agents and assistants: Meet your new digital teammates. Purpose-built digital teammates that automate routine tasks, flag risk and opportunity, and bring consistency and speed to your customer growth program. Every agent is available via a self-serve AI Marketplace. You control which agents you use, which accounts and contacts they apply to, and how often each executes. [H3] Workflow Assistance R Consult: Generate tailored Success Plans giving customers unique paths to value. R Compass: Generate Success Plan summary emails. R Crux: Generate Dynamic Slide summary emails. R Recap: Summarize long email threads into clear takeaways and action items. R Scribe: Draft smart, contextual replies using customer and product data and proven best practices. R Verse: Transform your Dynamic Slides into tailored narratives. R Pilot: This agent triggers AI actions with automation to increase personalization R Handoff Agents: Three agents help transfer knowledge as customers move from sales to implementation to CS, and from CSM to CSM. [H3] Signal Detection R Beacon: Spot buying intent from key players to drive growth. R Echo: Turn unstructured product feedback from customers into actionable insights. R Harbinger: Detect relationship risk so you can engage before churn is a conversation. R Spotlight: Surface moments of measurable impact so you can demonstrate clear wins and value. [H3] Data Enrichment R Archetype: Maintain role assignments automatically and map real influencers across accounts. R Herald: Identify and activate the right advocates before you need them. R Intel: Gather strategic customer insights like current initiatives, ICP, and competitors. R Pulse: Spot the true influencers driving decisions and your partnerships. R Vibes: Surface changes in customer signals early so you can intervene with confidence. [H2] AI that knows everything it needs to know to get it right. All ChurnZero AI agents are connected to and build recommendations and actions from data about your business and your customers. [H3] Knowledge Sources ChurnZero’s AI Knowledge Sources connect your AI agents to your internal and external knowledge sources (e.g., Zendesk or Confluence) to become even smarter digital teammates, automatically referencing trusted sources as they analyze customer interactions, recommend next steps, and help you scale. [H3] Customer Intelligence Profile Captures everything an AI agent needs to know: product info, ICPs and personas, regulatory guardrails, customer segmentation, team structure and best practices, success metrics, pricing and packaging, competitive landscape, and renewal and expansion strategies. Set it once and every agent picks it up. [H3] Customer data A complete, accurate, and up-to-date customer information within the ChurnZero system and from the 70+ integrations with the business tools you use every day. [H2] Built-in AI that delivers unprecedented insight. In addition to AI Agents, ChurnZero's platform includes a suite of built-in AI functionality that dramatically increases efficiency and improves your knowledge of your customer base. [IMG: Engagement AI ChurnZero ScreenShot] [H3] Snapshot AI Generate executive‑ready account snapshots that highlight outcomes, risks, and next steps. [H3] Engagement AI Learn what matters to your customers and why by analyzing sentiment, relationship dynamics, and trending topics across accounts. [H3] Meeting AI Turn conversations into structured summaries with action items and follow‑ups. [H3] CS AI Use this CS‑tuned assistant for writing, analysis, and guidance. “The AI-powered agents’ automation provides predictive capabilities we couldn’t achieve manually, surfacing accounts that need immediate attention and enabling our team to focus on high-impact conversations rather than data mining.” [H2] Why customer teams love ChurnZero AI [H3] Customer success leaders extend high-touch experiences and drive growth across every segment. [H3] Customer success management lead with more clarity and less guesswork, and free their teams to focus on what really matters. [H3] Customer revenue leaders scale revenue impact and customer coverage, without scaling headcount. [H3] CSMs refocus on building relationships and solving customer challenges without the everyday busywork. "ChurnZero’s AI Agents have been instrumental in helping us shift from reactive firefighting to proactive, systematic customer success. We needed intelligent automation that could identify at-risk customers early and trigger the right interventions at scale.” - Marc R., Director of CS [H2] See how ChurnZero's AI platform can help you retain more customers and grow more revenue. BOOK A DEMO
SUB-PAGE · THIN (https://churnzero.com/live-demo-of-churnzero/) ChurnZero Live Demo | Customer Success Platform Demo | ChurnZero
[IMG: churnzero white transparent background logo] [H2] Schedule Your Demo Join a ChurnZero product expert for a custom demo to learn how we help SaaS companies fight churn, expand current accounts, and optimize the overall customer experience. To get started, just enter your email and book a 30-minute demo on our calendar. [H2] See It In Action Top-rated customer success software. [IMG: G2 badges Summer 2026]
SUB-PAGE (https://churnzero.com/customer-success-resources/) Customer Success Resources – ChurnZero
[H5] FEATURED [IMG: We used AI agents to help build our Customer Advisory Board. Here’s what they found that we couldn’t.] To build a customer advisory board more effectively, use AI agents to surface hidden advocates, flag at-risk relationships, and dramatically improve your invite conversion rates.Read MoreNo results found. [IMG: We used AI agents to help build our Customer Advisory Board. Here’s what they found that we couldn’t.] To build a customer advisory board more effectively, use AI agents to surface hidden advocates, flag at-risk relationships, and dramatically improve your invite conversion rates.Read MoreNo results found. AI in customer success VIEW MORE > [IMG: We used AI agents to help build our Customer Advisory Board. Here’s what they found that we couldn’t.] [IMG: How to run a feature adoption audit and get ahead of “retention bombs.”] [IMG: What AI needs from you to make it work in customer success. ] No results found. Digital customer success VIEW MORE > [IMG: REST API gives CS leaders more room to lead.] [IMG: Four digital customer success trends to watch in 2025] [IMG: Meet the winners of 2024’s ChurnHero Awards for customer success] No results found. Customer engagement VIEW MORE > [IMG: We used AI agents to help build our Customer Advisory Board. Here’s what they found that we couldn’t.] [IMG: ZERO-IN on Customer Advocacy] [IMG: What’s your NBA? Build CS Momentum with the Next Best Action Framework] No results found. Managing customer success teams VIEW MORE > [IMG: ZERO-IN on Customer Advocacy] [IMG: ZERO-IN on Building Stronger CS Teams] [IMG: ZERO-IN on the Customer Experience] No results found. Customer onboarding VIEW MORE > [IMG: ZERO-IN on the Customer Experience] [IMG: Stop volunteering your team away: How to define, design, and deliver premium customer success packages] [IMG: FreeWill] No results found. Customer success operations VIEW MORE > [IMG: Are you ready to implement, or just ready to buy?] [IMG: The deferred NRR impact of “quiet” customer success team cuts.] [IMG: How to buy a customer success platform: a free guide for leaders.] No results found. Product adoption VIEW MORE > [IMG: How to run a feature adoption audit and get ahead of “retention bombs.”] [IMG: 10 ideas to increase product adoption during the summer slowdown] [IMG: Woven] No results found. Customer retention VIEW MORE > [IMG: ZERO-IN on the Customer Experience] [IMG: ZERO-IN on Revenue Ownership] [IMG: Leading with elegant problem solving: You Mon Tsang on Your Leadership Podcast] No results found. Customer success industry research VIEW MORE > [IMG: How to run a feature adoption audit and get ahead of “retention bombs.”] [IMG: Why is NRR declining and what to do about it.] [IMG: Why the autonomous customer success future is great news for CS teams. ] No results found. [H2] Subscribe to The Fighting Churn Newsletter Customer success insights delivered weekly. SUBSCRIBE [H2] Increase retention, deliver better customer experiences, and grow revenue. BOOK A DEMO
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 7 | 1 |
| /features/customer-success-ai/ | 8 | 1 |
| /live-demo-of-churnzero/ | 7 | 1 |
| /customer-success-resources/ | 29 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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"urlTemplate": "https://churnzero.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://churnzero.com/#organization",
"name": "ChurnZero",
"url": "https://churnzero.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://churnzero.com/#/schema/logo/image/",
"url": "https://churnzero.com/wp-content/uploads/2021/08/ChurnZero-Logo-Dark-on-Light-Stacked-LARGE-300x175-1.png",
"contentUrl": "https://churnzero.com/wp-content/uploads/2021/08/ChurnZero-Logo-Dark-on-Light-Stacked-LARGE-300x175-1.png",
"width": 300,
"height": 175,
"caption": "ChurnZero"
},
"image": {
"@id": "https://churnzero.com/#/schema/logo/image/"
},
"sameAs": [
"https://www.facebook.com/churnzero/",
"https://x.com/churnzero",
"https://www.linkedin.com/company/churnzero"
]
}
]
}
/customer-success-resources/
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://churnzero.com/customer-success-resources/",
"url": "https://churnzero.com/customer-success-resources/",
"name": "Customer Success Resources - ChurnZero",
"isPartOf": {
"@id": "https://churnzero.com/#website"
},
"primaryImageOfPage": {
"@id": "https://churnzero.com/customer-success-resources/#primaryimage"
},
"image": {
"@id": "https://churnzero.com/customer-success-resources/#primaryimage"
},
"thumbnailUrl": "https://churnzero.com/wp-content/uploads/2023/10/AdobeStock_264917365_RS.jpg",
"datePublished": "2023-06-08T20:39:04+00:00",
"dateModified": "2026-05-12T17:01:27+00:00",
"description": "Explore ChurnZero’s customer success resources, including blogs, guides, webinars, case studies, and research to help teams retain and grow.",
"breadcrumb": {
"@id": "https://churnzero.com/customer-success-resources/#breadcrumb"
},
"inLanguage": "en-US",
"potentialAction": [
{
"@type": "ReadAction",
"target": [
"https://churnzero.com/customer-success-resources/"
]
}
]
},
{
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://churnzero.com/customer-success-resources/#primaryimage",
"url": "https://churnzero.com/wp-content/uploads/2023/10/AdobeStock_264917365_RS.jpg",
"contentUrl": "https://churnzero.com/wp-content/uploads/2023/10/AdobeStock_264917365_RS.jpg",
"width": 750,
"height": 375,
"caption": "Vintage typewriter to represent storytelling in customer success"
},
{
"@type": "BreadcrumbList",
"@id": "https://churnzero.com/customer-success-resources/#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://churnzero.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Customer Success Resources"
}
]
},
{
"@type": "WebSite",
"@id": "https://churnzero.com/#website",
"url": "https://churnzero.com/",
"name": "ChurnZero",
"description": "Top-rated, most-loved customer success software",
"publisher": {
"@id": "https://churnzero.com/#organization"
},
"potentialAction": [
{
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://churnzero.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://churnzero.com/#organization",
"name": "ChurnZero",
"url": "https://churnzero.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://churnzero.com/#/schema/logo/image/",
"url": "https://churnzero.com/wp-content/uploads/2021/08/ChurnZero-Logo-Dark-on-Light-Stacked-LARGE-300x175-1.png",
"contentUrl": "https://churnzero.com/wp-content/uploads/2021/08/ChurnZero-Logo-Dark-on-Light-Stacked-LARGE-300x175-1.png",
"width": 300,
"height": 175,
"caption": "ChurnZero"
},
"image": {
"@id": "https://churnzero.com/#/schema/logo/image/"
},
"sameAs": [
"https://www.facebook.com/churnzero/",
"https://x.com/churnzero",
"https://www.linkedin.com/company/churnzero"
]
}
]
}
Your Diagnosis
Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.
Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)
These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.
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.
Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.
Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.
Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.
Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.
Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.
Based on 1129 businesses audited.
ChurnZero has 9.1 points less BS than the average for Software, SaaS & Tech Products.
Software, SaaS & Tech Products BS: ChurnZero (churnzero.com)
ChurnZero is a rare high-substance SaaS entity that uses the lexicon of 2026 AI without falling into the vacuum of hollow buzzwords. It successfully bridges the gap between high-level executive promises and granular CSM utility, though it could improve by tethering its hero-section stats to specific customer names.
Directly hyperlink the nine key performance stats on the homepage to their corresponding case studies. Implement Person schema for You Mon Tsang and other featured experts to bridge the expert-identity gap. Add a technical changelog or ‘Last Updated’ timestamp to the integration directory to emphasize real-time platform maintenance.
The website perfectly matches the Customer Success Software category within the SaaS sector. The content is saturated with industry-specific KPIs such as Net Revenue Retention (NRR), Gross Revenue Retention, and CSM account coverage, confirming a deep vertical alignment.
“The low BS score of 24 is earned through extreme specificity in performance metrics and a transparent feature roadmap for its AI agents. The score is only slightly elevated by generic 'most loved' claims and a lack of direct proof links for every aggregated percentage claim.”
This training module utilizes a snapshot of public data from ChurnZero, captured on June 20, 2026, to demonstrate how machine logic evaluates different types of business narratives.
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.
Notice to ChurnZero: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.
Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://churnzero.com to view the most current version of its content and learn from the source what this company is about and what it offers.