AI Prompt Library

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Overview

Search for a prompt or select a category from the sidebar to explore.

Growth Playbook: Recommended Dashboard Additions

Metrics and views not currently tracked that would accelerate Partner AI and AI Assistant adoption across geos and the partner program.

Partner AI Assistant — Adoption Growth Metrics

Metrics to add to the dashboard to track and drive Partner AI tool adoption across the partner program.

New Metric

Partner Activation Funnel

Track the full journey: Partner Portal Login → AI Tool Discovery → First Interaction → 5+ Interactions → Regular User (monthly). Currently we only see end-state totals. A funnel view would reveal exactly where partners drop off and where enablement should focus.

Data needed: Portal login events correlated with AI session starts. Segment by geo, tier, and account type.
New Metric

Retention & Churn Cohorts

Monthly cohort analysis: of users who started in Oct 2025, how many returned in Nov, Dec, Jan, Feb? Track 30/60/90-day retention rates by geo and partner level. This reveals whether the tool creates lasting habits or one-time curiosity.

Data needed: User-level first-use date and monthly active status. Present as a cohort heatmap.
New Metric

New User Acquisition by Month & Geo

Track first-time users per month segmented by geo. Currently we see total unique users but not the growth rate of new user onboarding. This metric shows whether awareness campaigns and enablement are translating into new adoption.

Data needed: First interaction date per user. Chart as stacked area by geo (Americas/EMEA/APAC).
New Metric

Partner Penetration Rate by Tier

What percentage of total registered partners at each tier are using the AI tool? We know 482 accounts are active, but how many total Diamond/Gold/Authorized partners exist? Penetration rate = AI users / total partners in tier. Target: >50% for Diamond, >30% for Gold.

Data needed: Total partner count by tier from PRM system. Display as gauge charts with targets.
New Metric

Topic & Use-Case Analytics

Categorize AI conversations by topic: competitive positioning, product specs, pricing/licensing, deployment guides, troubleshooting, RFP support. Understanding what partners ask about most reveals content investment priorities and unmet needs.

Data needed: AI conversation topic classification (auto-tagged or LLM-categorized). Display as treemap or ranked bar chart.
New Metric

AI Response Quality & Satisfaction

Add a thumbs-up/down rating after each AI response. Track satisfaction rate, negative-feedback topics, and unanswered question rate. Low satisfaction on specific topics flags content gaps; high satisfaction topics confirm value.

Data needed: In-app feedback widget. Display as satisfaction trend line + topic-level breakdown.

AI Assistant — Geo Adoption Growth Metrics

Metrics to add to the dashboard to grow AI Assistant adoption across Extreme Networks geos (Americas, EMEA, APAC).

New Metric

Geo Activation Rate vs Total Addressable Base

For each geo, calculate: AI active users / total portal-registered users. Current engagement rates (18-23%) tell part of the story, but we need to know the size of the unactivated pool per region and sub-region to prioritize outreach.

Data needed: Total registered partner portal users by geo/region from portal analytics. Display as geo map heatmap with drill-down.
New Metric

Monthly Active Users (MAU) Trend by Geo

Track monthly active users per geo as a time series. Currently we have cumulative totals but not the month-over-month trajectory. A rising MAU curve confirms sustained adoption; a flattening curve signals saturation or churn.

Data needed: Monthly unique user counts per geo/region. Chart as multi-line trend (one line per geo) with MoM growth %.
New Metric

Localization Coverage & Impact

Track which languages the AI assistant supports and correlate with regional adoption. Japan’s low engagement (12.5 avg) may stem from English-only content. Map language support to regional user counts and identify gaps: Japanese, Korean, Portuguese, German, French.

Data needed: Language detection on AI queries + supported content languages. Display as coverage matrix with adoption correlation.
New Metric

Enablement Campaign Tracker

Link regional enablement activities (webinars, email campaigns, training sessions, Slack announcements) to adoption spikes. Did a DACH webinar in January drive a user increase in February? Without this correlation, enablement ROI is unmeasurable.

Data needed: Campaign calendar with dates/regions + daily new user signups. Display as timeline overlay with campaign markers on the adoption curve.
New Metric

Regional Champion Leaderboard

Identify and celebrate top AI users per region as internal champions. Show a dynamic leaderboard by sub-region with monthly interaction counts, badges (Bronze/Silver/Gold), and a “champion score.” Social proof and friendly competition drive organic adoption.

Data needed: Per-user monthly interaction data. Display as gamified leaderboard with regional filters and exportable for CAM sharing.
New Metric

Time-to-First-Value by Geo

Measure how many days from portal registration to first AI interaction per geo. If Americas partners activate in 3 days but APAC takes 14, it signals onboarding friction or awareness gaps in specific regions. Target: <7 days globally.

Data needed: Portal registration date + first AI interaction date per user. Display as histogram by geo with median/P90 callouts.

Business Impact Correlation — Proving AI ROI

Metrics that connect AI tool usage to pipeline and revenue outcomes — critical for justifying continued investment.

High Impact

Deal Registration Correlation

Do partners who use the AI tool register more deals? Compare deal registration volume and win rates for AI-active partners vs non-active partners in the same tier. If AI users register 2x more deals, that's a compelling adoption argument.

Data needed: Deal registration data from PRM correlated with AI usage. Display as before/after comparison and scatter plot.
High Impact

Win Rate Impact Analysis

Track competitive win rates for deals where the partner used the AI assistant vs deals where they didn’t. Segment by competitor (Cisco, Aruba, Juniper, Meraki). If AI-assisted deals show a 10-15% higher win rate, that’s the strongest possible adoption driver.

Data needed: CRM opportunity outcomes matched to AI session data by partner account. Display as win rate comparison chart by competitor.
High Impact

Time-to-Quote Reduction

Measure whether AI assistant users produce quotes and proposals faster. Track average days from opportunity creation to first quote for AI-active vs non-active partners. Speed-to-quote is a competitive advantage that directly impacts pipeline velocity.

Data needed: Opportunity timeline data from CRM + partner AI usage flag. Display as median days comparison with trend over time.
High Impact

Content Gap & Failure Rate Dashboard

Track AI responses that received negative feedback, “I don’t know” answers, or follow-up clarification requests. Categorize by topic. A persistent 15% failure rate on pricing questions, for example, signals a specific content investment that would immediately improve satisfaction and adoption.

Data needed: AI response confidence scores + user feedback. Display as failure rate by topic with week-over-week trend.

Implementation Priority Matrix

MetricImpactEffortPriorityTarget Launch
MAU Trend by GeoHighLowP0Q3 FY26 (Jan–Mar 2026)
New User Acquisition by MonthHighLowP0Q3 FY26 (Jan–Mar 2026)
AI Response SatisfactionHighMediumP0Q3 FY26 (Jan–Mar 2026)
Topic & Use-Case AnalyticsHighMediumP1Q3 FY26 (Jan–Mar 2026)
Retention CohortsHighMediumP1Q4 FY26 (Apr–Jun 2026)
Partner Penetration RateHighMediumP1Q4 FY26 (Apr–Jun 2026)
Partner Activation FunnelHighHighP1Q4 FY26 (Apr–Jun 2026)
Localization CoverageMediumMediumP2Q4 FY26 (Apr–Jun 2026)
Enablement Campaign TrackerMediumMediumP2Q4 FY26 (Apr–Jun 2026)
Regional Champion LeaderboardMediumLowP2Q4 FY26 (Apr–Jun 2026)
Time-to-First-ValueMediumMediumP2Q1 FY27 (Jul–Sep 2026)
Deal Registration CorrelationHighHighP2Q1 FY27 (Jul–Sep 2026)
Win Rate Impact AnalysisHighHighP3Q1 FY27 (Jul–Sep 2026)
Time-to-Quote ReductionHighHighP3Q1 FY27 (Jul–Sep 2026)
Content Gap DashboardHighMediumP2Q4 FY26 (Apr–Jun 2026)

How and Where EXTR Wins vs Competition

Key competitive differentiators that drive Extreme Networks victories in head-to-head evaluations.

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Certifications

Industry-leading breadth of certifications: FIPS 140-3, CSA, UL, FCC, CE, and vertical-specific compliance.

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Vertical Solutions

Deep expertise in education (16,000+ schools), healthcare, hospitality, and government with purpose-built solutions.

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Sustainability

ENERGY STAR certified APs, lowest power consumption in class, and carbon-neutral operations commitment.

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Security

Zero-trust fabric architecture, integrated NAC, and lowest CVE count among major networking vendors.

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Product Comparisons

Consistently competitive or superior specs across Wi-Fi 7 APs, campus switches, and cloud management.

Support Rating

Highest Gartner Peer Insights rating for enterprise wired/wireless LAN — 4.8/5 customer satisfaction.

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TCO Advantage

Universal hardware + single cloud license = 30-40% lower 5-year TCO vs Cisco DNA / Aruba Central.

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Nearby Customers

Dense reference customer base enables prospect-to-customer site visits within every major metro.

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E-Rate 470s / RFPs

AI-powered Form 470 analysis and RFP response generation — fastest time from 470 to proposal in the industry.

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Announcements

Proactive competitive alerts when competitors announce EOL, price increases, or licensing changes.

Competitive

AI prompts for competitive intelligence, product comparisons, and sales strategy. Click any card to view and copy the prompt.

Access Point Benefits

Technical comparison of Extreme Networks APs compared to a competitor for a specific buyer and vertical.

CompetitiveTechnicalWirelessAccess Points

Battlecard Generator

Generate a complete, structured sales battlecard with talk track, objection handling, and honest competitive analysis.

CompetitiveBattlecardSalesGo-to-Market

Campus Fabric Comparison

Explain and compare Juniper EVPN VXLAN vs Extreme Fabric Connect.

CompetitiveFabric ConnectEVPN VXLANSales Prep

Competitive Comparison

Side-by-side product comparison covering performance, scalability, security, TCO, and support.

CompetitiveProduct ComparisonDifferentiation

Competitive Positioning Guide

Position Extreme Networks against key competitors in sales conversations; includes differentiators and a talk-track.

CompetitivePositioningSales Prep

Data Sheet Finder

Retrieve product data sheets and related document links.

CompetitiveData SheetResources

Data Sheet Summarizer

Summarizes key information from a specified product data sheet.

CompetitiveProductTechnicalEnablement

End of Sale Tracker

Determines the official end of sale date for a specified product or SKU.

CompetitiveProduct LifecycleSales PlanningEOS

End of Support Tracker

Determines the official end of support date for a specified product or SKU.

CompetitiveProduct LifecycleSales PlanningEOSL

Extreme Platform ONE License Tiers

Determines required Extreme Platform ONE license tier needed for a specified product.

CompetitivePlatform ONELicensing

Extreme Product Comparison

Compare the differences between two Extreme Networks products.

CompetitiveProduct ComparisonAnalysis

Fabric Benefits Summary

Compare the benefits of Extreme Networks fabric to a competitor's fabric or SD-LAN solution.

CompetitiveFabricValue Prop

Fabric Switch Matrix

Create a table of switches that support Extreme Networks Fabric Connect.

CompetitiveFabricSwitchesCompatibility

License Clarification

Compare the different licensing options from Extreme Networks (Pilot, Navigator, NAC, Platform ONE).

CompetitiveLicensingSubscriptionsPilotNavigatorNACPlatform ONE

Management Platform Summary

Customer-facing comparison of Extreme Networks management advantages.

CompetitiveManagementComparisonDifferentiation

Pain Points Solved by Extreme Fabric

Identifies the top 3 business pain points solved by Extreme Platform ONE.

CompetitivePlatform ONEValue Prop

Pain Points Solved by Extreme Platform ONE

Define the ideal customer profile for Extreme Networks partners.

CompetitiveChannel SalesICPPartner Enablement

Partner ICP Builder

Build an Ideal Customer Profile for a partner selling Extreme Networks solutions.

CompetitiveChannel SalesStrategyICPPartner Enablement

Product Equivalent Finder

Find the Extreme Networks equivalent for a competitor product.

CompetitiveProduct ComparisonPre-Sales

Product Replacement (Competitor)

Identifies the recommended replacement for a specified competitor product.

CompetitiveProduct ReplacementLifecycle ManagementUpgradeEnd of SaleEnd of Service

Product Replacement (Extreme)

Identifies the recommended replacement for a specified Extreme Networks product.

CompetitiveProduct ReplacementLifecycle ManagementUpgradeEnd of SaleEnd of Service

Quick Reference Finder

Retrieve product quick reference, configuration, and install guide links.

CompetitiveQuick ReferenceResources

Switch Benefits

Technical benefits of Extreme Networks switches compared to a competitor.

CompetitiveTechnicalWiredSwitching

E-Rate

AI prompts to support E-Rate sales and pre-sales activities. Click any card to view and copy the prompt.

BOM Builder (E-Rate)

Generate a Category 2 Bill of Materials for a specified environment.

E-RateBOMCategory 2K-12 EducationProcurement

Category 2 Budget Calculator

Explains how a school's Category 2 E-Rate budget is determined.

E-RateCategory 2BudgetFundingK-12 EducationPre-Sales

Category 2 Budget Tool Link

Provides the direct link to the USAC E-Rate Category 2 budget tool.

E-RateCategory 2BudgetFundingK-12 EducationPre-Sales

Fabric Switch Matrix (E-Rate)

Create a table of switches that support Extreme Networks Fabric Connect and are E-Rate eligible.

E-RateFabricCategory 2SwitchesK-12 Education

Product Bid Advisor (E-Rate)

Recommend the right product for a specific environment and technical requirements.

E-RateBid StrategyNetwork DesignK-12 EducationPre-Sales

Product Eligibility (E-Rate)

Determines E-Rate eligibility for a specified product.

E-RateEligibilitySKUProductK-12 EducationPre-Sales

Proposals

AI prompts to support the full proposal lifecycle — from opportunity evaluation to BOM building. Click any card to view and copy the prompt.

BOM Builder

Generate a Bill of Materials for a specified environment.

ProposalsBOMNetwork DesignProcurement

End of Life Product Recycling

Information regarding the complimentary E-Waste Take-Back Program.

ProposalsSustainabilityE-WasteRecycling

Product Bid Advisor

Recommend the right product for a specific environment and technical requirements.

ProposalsBid StrategyNetwork Design

TAA Compliance

Guides vendors on TAA compliance for proposals.

ProposalsTAACompliancePolicy

Sales Comms

AI prompts to help prepare sales conversations, outreach kits, and messaging. Click any card to view and copy the prompt.

Extreme Platform ONE Outreach Kit

Phone script and follow-up email for Extreme Platform ONE intro.

Sales PrepCall ScriptEmailSoftwarePlatform ONE

Extreme Platform ONE Sales Prep

Prepare an Extreme Platform ONE sales conversation with messaging and objection handling.

Sales PrepCall ScriptEmailSecurityPlatform ONEUZTNA

Extreme Platform ONE Value Email

Write an email to a prospect explaining the benefits of Extreme Platform ONE.

Sales PrepEmailPlatform ONEValue Prop

Fabric Outreach Kit

Phone script and follow-up email for Extreme Fabric Connect intro.

Sales PrepCall ScriptEmailFabric

Fabric Sales Prep

Prepare a fabric sales conversation with messaging and objection handling.

Sales PrepSales PlayDiscoveryMessagingFabric

Fabric Value Email

Write an email to a prospect explaining Extreme Networks fabric benefits.

Sales PrepEmailFabricValue Prop

Product Analogy

Create relatable analogies for Extreme Networks products.

Sales PrepStorytellingMessagingVertical

Product Outreach Kit

Phone script and follow-up email for Extreme Networks product intro.

Sales PrepCall ScriptEmailWiredWirelessAccess PointsControllersSwitchesRoutersHardwareSoftware

Wired Outreach Kit

Phone script and follow-up email for Extreme Networks wired access intro.

Sales PrepCall ScriptEmailWiredHardwareSwitching

Wired Sales Prep

Prepare a wired access sales conversation with messaging and objection handling.

Sales PrepSales PlayDiscoveryMessagingWiredSwitching

Wired Value Email

Write an email to a prospect explaining the benefits of Extreme Networks wired solutions.

Sales PrepEmailWiredHardwareValue Prop

Wireless Outreach Kit

Phone script and follow-up email for Extreme Networks wireless access intro.

Sales PrepCall ScriptEmailWirelessHardwareAccess Points

Wireless Sales Prep

Prepare a wireless access sales conversation with messaging and objection handling.

Sales PrepSales PlayDiscoveryMessagingWirelessAccess Points

Wireless Value Email

Write an email to a prospect explaining the benefits of Extreme Networks wireless solutions.

Sales PrepEmailWirelessHardwareValue Prop

Verticals

AI prompts to find customer references, case studies, and proof points by vertical or product. Click any card to view and copy the prompt.

Case Study Finder

Gather links to relevant case studies for a specific industry. Obtain a brief summary for each.

VerticalsCase StudiesValidationEnablement

Cloud Customer Finder

List of customer references to support cloud network management wins.

VerticalsCloud ManagementExtremeCloud IQProof Points

Customer Reference Summarizer

Summarize key customer references for a specific field or industry.

VerticalsCustomer ReferencesCase StudiesEnablement

Customer Story Generator

Summarizes customer stories with challenges, solutions, and results.

VerticalsCustomer SuccessCase StudiesEnablement

Extreme Platform ONE Customer Finder

List of customer references to support Extreme Platform ONE wins.

VerticalsPlatform ONEProof PointsEnablement

Fabric Customer Finder

List of customer references to support fabric wins.

VerticalsFabricProof PointsEnablement

Security Customer Finder

List of customer references to support network security wins.

VerticalsSecurityUZTNANACProof Points

Wired Customer Finder

List of customer references to support switching and routing wins.

VerticalsWiredSwitchingProof Points

Wireless Customer Finder

List of customer references to support wireless wins.

VerticalsWirelessAccess PointsProof Points

Program Incentives

AI prompts to explore partner program benefits, rebates, certifications, and deal registration. Click any card to view and copy the prompt.

Certification Validity Checker

Identify how long an Extreme Networks certification remains valid.

Partner FirstCertificationTrainingEnablement

Co-Delivery Guide

Provides a direct link to the Extreme Networks support services (co-delivery) distribution guide.

Partner FirstPartner PortalSupport ServicesCo-DeliveryGuide

Deal Registration Explained

Explains deal registration rules, protections, and approval criteria.

Partner FirstPartner PortalDeal RegistrationSales Ops

Deal Registration How-To Guide

Provides a direct link to the Extreme Networks deal registration how-to guide.

Partner FirstPartner PortalDistributorsDeal RegistrationTraining

Market Development Funds

Provides the partner portal link for the market development funds (MDF) page.

Partner FirstPartner PortalDevelopmentIncentives

Partner Benefits

Explore the latest Extreme Networks partner first program benefits.

Partner FirstIncentivesPromotionsChannel Sales

Partner Certification Path

Explains certification requirements for selling and implementing solutions by partner level and country/region.

Partner FirstPartner PortalCertificationsTraining

Partner Demand Center

Provides a link to the partner demand center. Includes ready-to-launch campaigns and co-brandable assets.

Partner FirstPartner PortalPartner Demand CenterCampaignsCo-BrandMarketing

Partner Margin Structure

Explains margins and discounts by partner level and solution.

Partner FirstPartner PortalMarginsDiscountingPricing Strategy

Partner Promotions

Explore the latest Extreme Networks partner first program promotions and incentives.

Partner FirstIncentivesPromotionsChannel Sales

Partner Rebate Percentages

Provides partner rebate percentages by partner level and country/region.

Partner FirstIncentivesRebateChannel Sales

Partner Rebate Resources

Finds the partner portal link for the rebate program.

Partner FirstPartner PortalRebatesIncentives

Partner Revenue Target

Provides annual revenue target for partner level and region.

Partner FirstRevenue TargetChannel Sales

Partner Rewards and Promotions

Provides the partner portal link for partner rewards and promotional offerings.

Partner FirstPartner PortalRewardsPromotionsIncentives

Performance Rebate

Identify your earning potential when you sell Extreme Networks software, hardware, and services.

Partner FirstRebatesResellersSoftwareHardwareWiredWirelessServicesPlatform ONE

Price List Access

Provides a link to the latest Extreme Networks price lists located on the partner portal.

Partner FirstPartner PortalPrice Lists

Reseller Program Guide

Provides a direct link to the Extreme Networks reseller program guide.

Partner FirstPartner PortalResellerGuideTraining