Topic Templates

Pre-built prompts to get you started with AI-powered research digests

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Founders & VCs
Freshly Funded VCs

Provide a weekly briefing on venture funds that announced new fund closings in the last 7 days across North America and Europe. Include fund size, sector focus, notable partners, and a link to the announcement; explain why this matters to SaaS founders.

Hot Seed Rounds

Provide a daily summary of notable AI and infrastructure seed/Series A rounds in the United States and Europe from the past 24 hours. Include round size, lead investor(s), company one‑liner, and any traction signals.

Buyers & Acquirers Watch

Provide a weekly briefing on recent M&A deals in B2B SaaS and AI platforms worldwide. Include acquirer rationale, deal size if public, product overlap, and integration angle.

Enterprise Pilots & Logos

Provide a weekly summary of startups announcing enterprise pilots or new Fortune 2000 logos in AI, cybersecurity, and data platforms. Note buyer org size, use case, and potential expansion paths.

Founder Hiring Signals

Provide a weekly scan of startups in AI infrastructure that opened 5+ roles in San Francisco, New York, London, or Berlin. Summarize the roles, stage, and inferred priorities.

Sales / BD / Partnerships
High‑Intent Accounts

Provide a daily list of companies showing in‑market intent for AI agent orchestration platforms (tool migrations, budget approvals, RFPs, leadership quotes). Include the trigger, contactable executives, and a talk‑track idea.

New RFP/RFI Radar

Provide a daily digest of open RFPs and RFIs in the GCC, UK, and US for AI/ML software, data platforms, and compliance tooling, with deadlines, scope bullets, buyer contacts if public, and submission specifics.

Partner Program Launches

Provide a weekly summary of new partner, reseller, or marketplace programs relevant to AI and analytics vendors. Include tiers, revenue share, technical requirements, and application links.

Competitive Opportunity Signals

Provide a weekly scan for customer dissatisfaction signals with your main competitors (downtime posts, pricing backlash, migration discussions on forums and social media). Suggest outreach angles and value propositions for potential switchers.

Marketing / Content / SEO
Trending Topics Brief

Provide a daily summary of the fastest‑rising topics in AI agents, LLM orchestration, and fintech compliance across news, blogs, and social in the last 24 hours. Recommend ideal content formats for each topic.

Content Gap Analysis

Provide a weekly analysis comparing your top 3 competitors' editorial focus versus audience questions on forums and Reddit in your industry. Surface 10 content gap opportunities with working headlines and target keywords.

Backlink Opportunities

Provide a weekly list of journalist requests, expert roundups, and resource pages in AI and fintech that are seeking contributors. Include the pitch angle and contact method.

Product Release PR Hooks

Provide a weekly scan of narratives reporters care about in enterprise AI and map them to features of an AI automation platform. List 5 concrete PR angles and target reporters.

Product Management
User Pain Signals

Provide a daily roundup of fresh user pain signals for AI agent platforms from GitHub issues, vendor forums, and app reviews. Cluster themes and propose three actionable fixes per theme.

Competitive Intelligence

Provide a weekly summary of roadmap hints from your top 5 competitors through release notes, job postings, beta programs, and public announcements. Estimate likely upcoming features and potential impacts on your product strategy.

Retention Levers Digest

Provide a weekly digest of case studies and experiments that improved retention for B2B SaaS products. Include metric deltas and implementation notes.

Pricing/Packaging Moves

Provide a weekly summary of pricing and packaging changes in AI and developer tools. Explain expected effects on CAC, ARPU, and churn.

Data / Analytics
Fresh Public Datasets

Provide a weekly list of newly released public datasets relevant to financial crime, sanctions, and fintech risk (government portals and research groups). Include schema summaries and licenses.

Methodology Breakthroughs

Provide a weekly summary of notable methods or benchmarks in LLM evaluation, retrieval‑augmented generation, and agent reliability. Translate key ideas into practical implications.

KPI Benchmarks

Provide a monthly snapshot of current KPI benchmarks for PLG B2B SaaS in North America and Europe (CAC, LTV, conversion rates). Cite sources and caveats.

Data Quality Incidents

Provide a weekly roundup of public incidents where data quality or ETL failures impacted decisions in fintech and payments. Extract lessons and prevention ideas.

Finance / FP&A / CFO
Unit Economics Moves

Provide a weekly digest of examples where companies improved unit economics in SaaS (pricing, product mix, operations). Quantify impact when available.

Cash Management Yields

Provide a weekly summary of current yields and terms for treasury solutions, money market funds, and sweep accounts in the UAE, US, and UK. Note risks and access constraints for startups.

Earnings to Actions

Provide a quarterly and in‑season daily brief translating key takeaways from MSFT, GOOGL, NVDA, META, and SNOW earnings into actions for startup operators.

Funding Options Snapshot

Provide a monthly list of active non‑dilutive financing offers in the UAE, KSA, UK, and US (revenue‑based financing, venture debt, grants). Include eligibility and typical covenants.

Engineering / DevOps / Security
Security Incidents Brief

Provide a daily summary of major new CVEs, supply‑chain alerts, or breaches affecting Python and Node.js workloads on AWS. Map each to concrete mitigations.

Cloud Cost Wins

Provide a weekly digest of credible cloud cost‑reduction case studies on AWS and GCP. Include the tactic, percentage savings, and trade‑offs.

Release Engineering Tricks

Provide a weekly roundup of practical tips and tools that reduce MTTR or improve deploy velocity for teams using GitHub Actions, Kubernetes, and Terraform.

Regulatory Security Updates

Provide a weekly summary of security standards and attestations relevant to SaaS (SOC 2, ISO 27001, PCI DSS) and any recent changes. Include a checklist of actions.

HR / Talent / People Ops
Hot Roles & Skills

Provide a weekly snapshot of the fastest‑rising roles and skills in AI/ML and data engineering. Include typical salary bands where available and sample job description bullets.

Layoffs & Hiring Bursts

Provide a daily monitor of significant layoffs and hiring spurts in the US, UK, EU, and GCC with context and candidate pools.

Visa/Immigration Changes

Provide a monthly summary of immigration policy changes affecting tech hiring in the UAE, UK, and US. Include timelines and employer actions.

Programs That Improve Diversity

Provide a quarterly roundup of evidence‑based diversity programs with measured outcomes and implementation notes for tech companies of 50–500 employees.

Compliance / Legal / RegTech
New or Changed Obligations

Provide a weekly summary of regulatory updates in the EU, US, UAE, and KSA affecting digital assets, AI, and data privacy. Extract new or updated obligations, effective dates, impacted controls, and citations.

Enforcement Tracker

Provide a weekly digest of recent enforcement actions and fines relevant to fintech and banks. Include root causes and remediation patterns.

Standards Diff

Provide a monthly comparison of ISO 27001:2022 versus the 2013 version and any current guidance. Highlight what changed and quick‑win actions.

Risk Horizon Scan

Provide a monthly scan of emerging risks (AI model misuse, privacy, cyber, sanctions) with likelihood, impact, and suggested mitigations for a mid‑size fintech.

Customer Support / Success
Top Issues This Week

Provide a weekly aggregation of trending issues for an AI workflow automation product across support forums, Twitter, and app reviews. Provide concise macro/snippet suggestions to respond.

Proactive Save Plays

Provide a weekly playbook of proven tactics to prevent churn for B2B SaaS with annual contracts. Include trigger signals and outreach scripts.

Customer Advocacy Moments

Provide a weekly list of customers publicly celebrating wins with automation platforms. Suggest outreach for case studies or referrals.

Accessibility Updates

Provide a monthly summary of new accessibility policies and tools relevant to web apps and chatbots, plus quick steps to comply.

Ecommerce / Retail Ops
Merch & Trend Radar

Provide a daily summary of rising products and categories in the US and UK with demand signals and notes on seasonality.

Marketplace Policy Changes

Provide a weekly summary of Amazon, Shopify, and Meta policy changes affecting sellers, with the operational impact explained.

Fulfillment & Fees Watch

Provide a weekly update on shipping and 3PL fee changes and delays across major US and European carriers. Suggest mitigations.

Promo Playbook Wins

Provide a weekly roundup of tested promotion mechanics for DTC brands with observed uplift percentages and constraints.

Healthcare / Life Sciences
Clinical Trial Milestones

Provide a weekly summary of phase changes and approvals in GLP‑1 obesity and cardiometabolic trials. Summarize mechanisms and commercial outlooks.

Regulatory & Reimbursement

Provide a weekly summary of FDA, EMA, and payer policy updates affecting telehealth and digital therapeutics in the US and EU.

Digital Health Deals

Provide a weekly roundup of partnerships between providers, payers, and digital health vendors with intended outcomes.

Guideline Updates

Provide a monthly summary of new clinical guidelines and consensus statements in cardiology. Highlight practice‑changing points.

Real Estate / PropTech
Market Shifts

Provide a weekly summary of price and rent movements, inventory, and absorption trends in Dubai, London, and Austin, including notable transactions.

Zoning & Permits

Provide a weekly summary of zoning, permitting, and building code changes impacting developments in Dubai and London.

PropTech Partnerships

Provide a monthly list of integrations and pilots between landlords/operators and technology vendors, with early outcomes.

Financing Terms Watch

Provide a monthly summary of debt terms and cap rates for multifamily assets in the US Sunbelt, including lender appetite.

Crypto / Web3
Ecosystem Funding

Provide a weekly roundup of funding rounds and grants in the Ethereum and Solana ecosystems, including protocol focus and runway signals.

Protocol Upgrades

Provide a weekly summary of major client releases, forks, and governance votes with potential user risk or migration needs.

Regulatory Watch (Web3)

Provide a weekly digest of policy and enforcement updates impacting exchanges, stablecoins, and DeFi in the US, EU, and UAE.

On‑Chain Usage Trends

Provide a weekly report on shifts in active addresses, fees, total value locked, and NFT volume for Ethereum, Solana, and Base; interpret drivers.

Government / Policy / Public Sector
Procurement & Grants

Provide a weekly list of new grants and procurement calls in the UAE, KSA, UK, and EU for AI, cloud, and data projects, with eligibility and deadlines.

Policy Changes Digest

Provide a weekly summary of newly proposed or approved laws in the UAE, EU, UK, and US affecting AI governance and data privacy. Include immediate compliance steps.

Smart City Pilots

Provide a monthly roundup of municipal pilot projects using computer vision and IoT. Note vendors, budgets, and outcomes.

Standards & Interop

Provide a monthly summary of interoperability and standards efforts relevant to digital identity and public data exchange, and their adoption status.

Education / EdTech
Curriculum & Standards

Provide a monthly summary of curricular and assessment changes in the US for K‑12 math and computer science, and their classroom impact.

District/University Pilots

Provide a weekly roundup of pilots and RFPs for EdTech tools in the US and UK, with results where available.

Funding & Philanthropy

Provide a monthly list of grants and philanthropic programs supporting computer science education, with deadlines and fit notes.

Research to Practice

Provide a monthly translation of new learning‑science findings into classroom interventions with expected effect sizes.

Media / Creators / Journalists
Story Leads Board

Provide a daily list of under‑reported but credible story leads in the AI and geopolitics beat with primary‑source links and who to contact.

Platform Algorithm Shifts

Provide a weekly summary of algorithm and policy changes on YouTube, Instagram, TikTok, and X that affect reach and monetization for creators.

Brand/Creator Deals

Provide a weekly roundup of notable creator sponsorships and new brand programs, with rates if public and contact paths.

Tools & Monetization

Provide a weekly summary of new creator tools and monetization options, with pros, cons, and early user feedback.

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