AI Prompt Library
Strategy & Planning
Audience research & persona insights
Acting as a senior social media strategist and consumer insights analyst for [x brand], develop actionable audience segments and persona insights for a social media campaign. Use the following input data: Brand Context:. . .
Campaign planning & content calendars
Acting as a social media manager, develop a comprehensive social media campaign plan and content calendar. Use the following input data: Business Objective: [Define the primary goal — awareness, engagement, demand generation,. . .
Messaging pillars & brand narrative
Acting as a senior brand strategist and social media lead, develop clear messaging pillars and a cohesive brand narrative for social media. Use the following input data: Brand Purpose: [Define the brand’s mission, values. . .
Competitor & trend analysis
Acting as a senior social media strategist and market intelligence analyst, conduct a comprehensive competitor and trend analysis to inform social media strategy. Use the following input data: Brand / Business Context:. . .
Platform selection & prioritization
Acting as a senior social media strategist, evaluate and recommend the optimal mix of social media platforms for a brand, campaign or business objective. Use the following input data: Business Goals: [Define primary and secondary. . .
KPI definition & success metrics
Acting as a senior social media strategist and data analyst, develop a comprehensive set of KPIs and success metrics for the following social media campaign: Campaign name: [Insert name] Business objective: [Brand awareness. . .
Seasonal & cultural moment planning
Acting as a senior social media strategist and cultural insights lead, develop a strategic plan for leveraging seasonal events, cultural moments and timely trends to drive relevance and engagement on social media. Use the. . .
Paid vs organic strategy alignment
Acting as a senior social media strategist and performance marketing lead, develop an integrated paid and organic social media strategy that aligns business objectives, audience needs, content priorities and budget constraints. . .
Content Creation
Post copy & captions
Acting as a social media marketing expert, craft engaging and conversion-focused social post copy and captions for [Insert platform: Instagram/Facebook/LinkedIn/X/TikTok]. The copy must align with brand tone, encourage. . .
Visual concepts & creative briefs
Acting as a creative director and visual strategist, craft a compelling visual concept and creative brief for [Insert platform: Instagram/Facebook/LinkedIn/X/TikTok]. The concept must be visually arresting, align. . .
Video concepts & scripts
Acting as a video producer and social media scriptwriter, develop a high-impact video concept and script for [Insert platform: TikTok/Reels/YouTube Shorts/LinkedIn]. The concept must be optimized for. . .
Polls, quizzes and interactive
Acting as a social media engagement expert, craft interactive content concepts (polls, quizzes or open-ended prompts) for [Insert platform: Instagram Stories/LinkedIn/Facebook/X]. The content must be designed to spark immediate. . .
Story, Reel, Short-form video ideas
Acting as a social media trend strategist and creative producer, generate a list of high-retention [Insert: Instagram Story Reel/YouTube Short/TikTok] ideas. The concepts must be designed to stop the scroll, leverage platform-. . .
Blog-to-social content repurposing
Acting as a social media manager, transform this long-form blog post [Insert blog link/document] into engaging, platform-specific social content. The output must distill the key insights of the article while adapting the format. . .
Product or feature announcement
Develop a high-impact announcement for a [Insert: new product/feature/service] for [Insert platform: Instagram/LinkedIn/Facebook/X]. The copy must generate excitement, highlight they key features and unique selling points. . .
User-generated content (UGC)
Acting as a social media community manager and UGC strategist, craft a campaign or post copy designed to [Insert: solicit new UGC/feature existing customer content] for [Insert platform: Instagram/TikTok/Facebook]. The copy. . .
Engagement & Community
Comment & DM response drafts
Acting as a social media community manager, draft a set of response templates for [Insert platform: Instagram/LinkedIn/TikTok/X/Facebook]. The responses must feel personal, align with the brand voice, and be optimized for. . .
Conversation starters & discussion prompt
Acting as a social media community builder, craft a set of discussion-driven prompts for [Insert platform: LinkedIn/Instagram/Facebook/X/Threads]. The goal is to spark meaningful dialogue, encourage. . .
Community moderation guidance prompt
Acting as a community moderator and brand safety expert, develop a moderation guide and set of "standard operating procedures" (SOPs) for handling interactions on [Insert platform: Instagram/Facebook/Discord/LinkedIn]. . .
Creator & influencer engagement prompt
Acting as a social media manager and talent scout for creators and influencers, craft a strategic engagement plan and outreach copy for [Insert platform: Instagram/TikTok/YouTube]. The goal is to grab the creator's attention. . .
Event-based or live engagement prompt
Acting as a live-event and real-time engagement strategist, craft a series of posts and interaction prompts for [Insert platform: Instagram/X/LinkedIn/TikTok]. The goal is to build "FOMO," drive real-time participation. . .
Reward or recognition prompt
Acting as a community manager and advocacy strategist, craft a reward or recognition post for [Insert platform: Instagram/LinkedIn/Facebook/X]. The goal is to publicly celebrate a specific community member, highlight their. . .
Customer service escalation guidance
Acting as a senior customer experience manager and crisis communications expert, develop an escalation guide and response set for a high-priority customer issue on [Insert platform: X/Instagram/Facebook/LinkedIn]. The goal is to. . .
Campaign follow-up prompt
Acting as a social media growth strategist and community manager, craft an engagement-driven follow-up plan for a [Insert: recent campaign/viral post/challenge]. The goal is to acknowledge the community's participation, share the. . .
Thought Leadership & Authority
Executive POV & opinion pieces
Acting as an executive communications strategist and social media thought leadership writer, create compelling executive POV and opinion-led social media content that positions a leader as a credible, insightful, and trusted. . .
Industry commentary & trend interpretation
Acting as a senior industry analyst and thought leadership strategist, develop insightful industry commentary and trend interpretation for social media that helps audiences understand what is changing, why it matters, and how it. . .
Narrative framing for leaders or brand
Acting as a senior narrative strategist and brand storytelling lead, develop a cohesive narrative framework that shapes how a leader [or brand] is consistently perceived across social media. Use the following input: [Insert leader. . .
Founder or C-suite voice translation
Acting as a senior social media strategist and executive thought leadership editor, transform a founder or C-suite leader’s raw thoughts into polished, platform-native social media content that preserves their authentic voice. . .
Long-form to short-form extraction
Acting as a senior social media strategist and content editor, extract, prioritize and transform short-form social content ideas from long-form material while preserving strategic clarity, narrative coherence, and brand voice. . .
Strategic partnerships & collaborative content
Acting as a senior social media strategist and partnership content lead, design and develop strategic, co-branded social content concepts that leverage partnerships to drive thought leadership, credibility, audience growth, and. . .
Webinar or live session content
Acting as a senior social media strategist and live content lead, design and develop social content concepts that maximize engagement, attendance, and thought leadership impact from webinars, live sessions, or virtual events. Use. . .
Whitepaper or research promotion
Acting as a social media strategist, create social content to promote a whitepaper, report, or research study. Use the following input:
[Insert Title and topic of the report/research Key insights or findings Brand voice and tone. . .
Insights, Listening & Learning
Social listening & sentiment analysis
Acting as a Senior Social Intelligence Lead and Consumer Behavior Strategist, analyze raw social listening data and sentiment shifts to uncover the "why" behind the noise. Your goal is to transform fragmented social signals into. . .
Audience feedback aggregation
Acting as a senior product marketing manager and customer experience (CX) strategist, synthesize raw audience feedback into a high-level "Voice of the Customer" report. Move beyond a list of complaints or praises to identify. . .
Trend and cultural insight extraction
Acting as a senior cultural strategist and trend forecaster, extract deep cultural insights from social signals. Your goal is to move beyond "spotting trends" to explaining the cultural shifts driving them. You are translating. . .
Competitor benchmarking & gap analysis
Acting as a senior market intelligence lead, perform a high-impact benchmarking audit and gap analysis. your goal is to move beyond basic follower counts to identify strategic "white space" where our brand can win and where. . .
Hashtag performance & virality signals
Acting as a senior social analytics lead and algorithmic strategist, evaluate hashtag performance and detect early virality signals. Distinguish between "saturated" tags and "high-velocity" opportunities and provide. . .
Influencer monitoring & evaluation
Acting as a senior influencer relations lead and creator strategist, evaluate [Influencer Name/Handle]’s performance and brand fit. Move beyond follower counts to analyze audience authenticity, conversion signals and long-term. . .
Campaign insights & learnings synthesis
Acting as a senior growth strategist and marketing data scientist, synthesize the performance of [Insert Campaign Name] into a high-level "Post-Mortem & Future Roadmap" report. Move beyond surface-level metrics (likes. . .
Reporting & executive dashboards
Acting as a senior business intelligence lead and strategic communications consultant, transform raw social performance data into a high-level executive dashboard and narrative summary. Your goal is to move beyond vanity metrics. . .
Optimization & Performance
Content performance analysis
Acting as a senior performance marketer and content strategist, conduct a rigorous content performance analysis to identify optimization triggers. Your goal is to move beyond descriptive reporting to uncover the structural. . .
Hook, headline & CTA refinement
Acting as a senior conversion copywriter and direct response strategist, refine and optimize the hooks, headlines, and calls-to-action (CTAs) for a specific content piece. Your goal is to maximize stopping power, increase. . .
Format, cadence & timing optimization
Acting as a senior algorithmic strategist, develop a high-precision content distribution framework. Your goal is to optimize Format, Cadence, and Timing to maximize organic reach and retention. Use the following input. . .
A/B testing and variant performance
Acting as a senior growth engineer and optimization strategist, design and analyze a high-precision A/B testing framework to determine the statistical winner between content variants. Your goal is to move beyond "which one did. . .
Engagement & reach improvement strategies
Acting as a senior social growth strategist, develop an aggressive engagement and reach acceleration plan. Your goal is to reverse stagnation and trigger algorithmic discovery by optimizing for high-velocity interaction and. . .
Cross-platform performance comparison
Acting as a senior omnichannel strategist, conduct a high-level cross-platform performance audit. Your goal is to identify platform-market fit and redistribute resources to the channels yielding the highest strategic ROI. . .
Paid campaign performance adjustments
Acting as a senior performance media buyer and paid social strategist, analyze live campaign data to implement immediate performance adjustments. your goal is to optimize return on ad spend (roas) by identifying "efficiency. . .
Algorithm-friendly post recommendations
Acting as a senior algorithmic strategist and platform growth expert, provide specific post-engineering recommendations to maximize organic distribution. Your goal is to reverse-engineer current platform signals. . .
Automation & Workflow
Content scheduling & publishing workflows
Acting as a senior social operations specialist and automation architect, design a high-efficiency content scheduling and publishing framework. Your goal is to eliminate manual bottlenecks, ensure 100% brand consistency, and. . .
Approval & review process automation
Acting as a senior social operations manager and workflow engineer, design an automated approval and review architecture. Your goal is to eliminate email-based feedback loops, reduce "bottleneck" delays, and ensure every piece. . .
Template creation for recurring content
Acting as a senior creative operations manager, develop a modular framework for recurring content series. Your goal is to maximize production speed and brand consistency through high-efficiency "Content Factory" templatization. . .
Cross-platform posting orchestration
Acting as a senior omnichannel lead and systems architect, design a high-precision cross-platform orchestration framework. your goal is to eliminate "carbon-copying" content and instead synchronize platform-native adaptation for. . .
Alerts, tagging & routing rules
Acting as a senior social systems engineer, design a logic-based framework for automated triage and escalation. Your goal is to eliminate manual sorting and ensure high-priority signals reach the correct stakeholders with zero. . .
Workflow efficiency and bottleneck identification
Acting as a senior social operations consultant, perform a "Lean" audit of the current content lifecycle. Your goal is to identify structural friction points and automate repetitive tasks to increase team capacity and output. . .
AI-assisted content generation & templating
Acting as a senior social media marketing manager, build a framework for AI-assisted content scaling. Your goal is to use AI to transform "Seed Ideas" into high-quality, platform-native drafts while maintaining a consistent. . .
Collaboration and task handoff prompt
Acting as a senior project manager and social media manager, design a seamless task handoff and communication protocol. Your goal is to eliminate "information silos" and ensure 100% accountability as content moves between. . .
Crisis & Reputation Management
Early warning & crisis detection triggers
Acting as a senior risk architect and crisis communications strategist, design a proactive detection framework for social media crises. Identify abnormal sentiment velocity and "smoking gun" keywords before they escalate. . .
Holding statements & rapid-response drafts
Acting as a senior crisis communications lead, develop a suite of high-EQ holding statements and rapid-response frameworks. Your goal is to buy time and maintain brand trust during the first 60 minutes of an emerging issue. . .
Executive & legal alignment
Acting as a senior corporate counsel and executive communications director, develop a framework for legal and executive content alignment. Your goal is to bridge the gap between marketing creativity and corporate compliance. . .
Backlash or misinformation response
Acting as a senior PR strategist and fact-check lead, develop a "Truth-First" response framework to combat misinformation or public backlash. Your goal is to de-escalate the narrative by providing verifiable facts while. . .
Brand trust repair messaging
Acting as a senior brand reputation and trust strategist, develop a multi-phase recovery messaging framework. Your goal is to move beyond an apology to demonstrate concrete change and rebuild long-term credibility. . .
Reputation monitoring & sentiment recovery
Acting as a senior reputation manager and sentiment analyst, design a "Pulse-Check" framework to monitor brand health and flip negative trajectories. Your goal is to move from defensive monitoring to active sentiment. . .
Social media apology framing
Acting as a senior crisis PR consultant and brand ethicist, develop a high-integrity social media apology framework. Draft a response that prioritizes the victim or affected party while neutralizing backlash through radical. . .
Post-crisis learnings & policy updates
Acting as a senior social governance and operations consultant, design a "Post-Mortem" framework to turn a crisis into a structural upgrade. Your goal is to institutionalize the lessons learned by updating internal policies and. . .
Sprout Agentic AI Trellis
Trellis is Sprout's proprietary conversational AI agent that uses Sprout AI to instantly turn billions of unstructured social data points into actionable business answers and transform social media into an enterprise-wide intelligence system.
Learn more about Sprout AIContent strategy and operations
What keywords and themes appear in our highest-engagement posts for the [topic] topic this month? Show me posts with the most replies in the [topic] topic - what themes spark the most discussion? In the [Insert topic] topic. . .
Daily/weekly performance monitoring
Show me engagement trends for the [topic] topic this week compared to last week. What content themes drove any significant changes? Get me the top 30 most engaging posts from the [topic] topic in the past 3 days and summarize. . .
Campaign performance analysis
In the [topic] topic, how did sentiment and volume change during our [campaign] launch week (Week of YYYY-MM-DD) compared to the week before? Please focus on messages that are about our [campaign] campaign/launch. In the [topic]. . .
Competitive intelligence
Find posts mentioning [competitor name] in our [topic] topic from the past month and summarize customer sentiment. Show me network breakdown charts for the [topic] topic - which platforms drive the most conversation about our. . .
Trend & opportunity identification
Pull two message sets for the [topic] topic; one covering the past 7 days and one covering the prior 30 days. Then summarize key phrases in each set and list the terms that appear only in this week’s summary. Fetch the 50 most. . .
Brand health
Are there any spikes in sentiment or unusual volume over the past week in the [topic] topic? Don't include today as the data may be incomplete. What are the themes around negative sentiment in the [topic] topic. . .
Crisis detection & response
Are there any negative sentiment spikes in the topic [insert topic] over the past week? Show me the most shared negative posts during that timeframe. Find posts mentioning 'poor service' or 'disappointed' in the [topic] topic. . .