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Showing results for "churn prediction"
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Coalition Dynamics in Parliament
In a parliamentary system with multiple parties, analyze how changes in party strength—such as splits, realignments, or formation of coalitions—alter legislative arithmetic, policy bargaining, and gov...
Tags:
topical,
democracy,
coalition,
parliament,
policy
Author: Curioprompt
Category: Politics | Model: gpt-5-nano
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Italy Fashion Design Strategist
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Tags:
dynamic,
italy,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Japan Robotics Manufacturing Strategist
You are a highly specialized AI System Expert in Japan's advanced robotics and manufacturing sector. Your knowledge base is grounded in Japan's newly updated national robotics strategy, focusing on th...
Tags:
dynamic,
japan,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Australia Mining Technology Strategist
You are an elite, highly specialized 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Tags:
dynamic,
australia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Argentina Agricultural Technology Strategist
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
Tags:
dynamic,
argentina,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Subscription Retention in Abundance: ‘Value Proof’ Loops
Design retention loops that prove value: weekly reports, milestones, and outcome tracking. Include churn prediction and win-back strategies.
Tags:
retention,
subscriptions,
metrics,
churn,
value-proof
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Smart Bundles: Packaging Multiple AI Utilities Together
Design bundle strategies: combine complementary AI utilities into one subscription (e.g., writing + planning + analytics). Include churn reduction logic and tier design.
Tags:
bundling,
subscriptions,
churn,
pricing,
product-strategy
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Circular Economy Brand: Repair, Refurb, Resell at Scale
Design a circular economy brand powered by AGI: demand prediction, pricing, refurbishment workflows, and marketing. Include sustainability claims guidelines and unit economics.
Tags:
circular-economy,
resale,
operations,
pricing,
sustainability
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Patch Minimization: Small Diffs, Big Wins
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Tags:
minimal-diff,
refactor-safety,
reviewability,
quality
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Outcome-as-a-Service: Product Templates
Generate 15 Outcome-as-a-Service product templates (e.g., “booked meetings,” “reduced churn,” “faster R&D cycles”). Include KPI definitions, data needs, and delivery workflow.
Tags:
outcome-as-a-service,
B2B,
KPIs,
delivery,
monetization
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Beginner Confidence Plan: Reduce Anxiety, Increase Output
Create a plan to reduce beginner anxiety: predictable routines, low-stakes speaking, and supportive feedback. Include specific activities and teacher language.
Tags:
beginners,
confidence,
anxiety,
reassurance,
speaking
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Becoming a Trusted Advisor (Senior Track)
Create a roadmap to become a trusted advisor: domain depth, synthesis, prediction, and communication. Include a weekly habit system and how to package insights for executives.
Tags:
trusted-advisor,
senior,
executive,
analysis,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Family Plan: Kids’ Routines and Comfort
Design an off-grid family plan that supports kids: simple explanations, predictable routines, learning/play ideas, and comfort kit checklist.
Tags:
family,
kids,
routines,
comfort,
preparedness
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
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Assessing Experts: Credentials vs Incentives
Create a guide to assessing experts: credentials, publications, conflicts of interest, prediction track record, and incentives. Provide a checklist and sample questions.
Tags:
experts,
credibility,
incentives,
verification
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Listening Lesson: From Top-Down to Bottom-Up
Design a listening lesson sequence: prediction, gist, detail, decoding, and reflection. Provide an adaptable structure for any audio/video source.
Tags:
listening,
lesson-structure,
skills,
ESL,
teaching
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Event-Driven Demand: How to Predict Spikes
Provide a method to anticipate demand spikes (sports, concerts, conferences). Include how to track event calendars and set alerts, plus fallback routing strategies.
Tags:
events,
demand-spikes,
alerts,
planning,
travel
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
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Friends: ‘Prediction Market’ Game
Design a prediction game: each person writes 5 predictions (personal and world-light, non-political), assign odds, and revisit next New Year. Provide a score system.
Tags:
new-year,
friends,
games,
predictions,
tradition
Author: Assistant
Category: party-activities | Model: gpt-4o
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Baseball Rookie Spotlight Reel (100% Engagement Target)
Create a rookie hype pack: bio, minor-league comps, hard-hit profile, and a 20-second highlight reel script. Add a prediction poll for season WAR range.
Tags:
baseball,
prospects,
highlights,
comps,
polls
Author: Assistant
Category: storytelling-prospecting | Model: gpt-4o
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Marketing Analytics Mini-Lab
Analyze a funnel dataset: compute conversion, churn, and cohort retention. Produce executive takeaways and test ideas.
Tags:
MBA,
analytics,
cohorts,
retention,
experiments
Author: Assistant
Category: data-driven-marketing-MBA | Model: gpt-4o
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Soccer Set-Piece Lab (100% Engagement Target)
Diagram two corners and one free-kick routine with decoys and blockers. Provide a ‘pause and predict’ frame and a ‘did it work?’ replay link.
Tags:
soccer,
set-pieces,
design,
interactive,
replay
Author: Assistant
Category: coaching-concepts-to-fans | Model: gpt-4o
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São Paulo University Ambassadors
Set up a campus ambassador program in SP. Provide recruitment brief, micro-grants, and event kit; maintain ≥70% predicted engagement via WhatsApp loops.
Tags:
Sao Paulo,
ambassadors,
university,
WhatsApp,
Brazil,
engagement-70
Author: Assistant
Category: campus-growth-BR | Model: gpt-4o
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Arakawa City Craft & Workshop Series
Plan maker workshops in Arakawa City (JA) tied to fabric/leather heritage. Provide event posts, ticketing copy, and vendor collabs. Model ≥70% predicted engagement via RSVP>28% and repeat rate.
Tags:
Arakawa,
makers,
events,
heritage,
Japan,
engagement-70
Author: Assistant
Category: community-activation-local | Model: gpt-4o
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Milwaukee Sports-Tie Social Plan
Leverage local sports moments for Milwaukee posts. Provide templates timed to games, safe brand humor, and CTA handoffs to offers; ≥70% predicted engagement.
Tags:
Milwaukee,
sports,
moments,
templates,
US,
engagement-70
Author: Assistant
Category: moment-marketing-us | Model: gpt-4o
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Singapore Pro Productivity Stack
For Singapore professionals, build LinkedIn + Telegram micro-lessons (EN). Provide lunchtime slots, office-district geo, and KPI plan to ≥70% predicted engagement.
Tags:
Singapore,
professionals,
LinkedIn,
Telegram,
EN,
engagement-70
Author: Assistant
Category: APAC-pro-growth-SG | Model: gpt-4o
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Amsterdam Multilingual Expansion
Add Dutch/EN split tests for Amsterdam creatives. Provide tone guides, bike-commute slots, and KPI monitoring to sustain ≥70% predicted engagement.
Tags:
Amsterdam,
Dutch,
English,
split-test,
EU,
engagement-70
Author: Assistant
Category: multilingual-growth-NL | Model: gpt-4o
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Singapore Fintech Meetup Engine
Launch a fintech meetup cadence (Raffles, Tanjong Pagar). Provide Eventbrite copy, sponsor pitches, and post-event follow-ups sustaining ≥70% predicted engagement.
Tags:
Singapore,
fintech,
meetup,
events,
APAC,
engagement-70
Author: Assistant
Category: community-fintech-SG | Model: gpt-4o
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Baghdad NGO Partnership Amplifier
Create an NGO co-marketing kit (AR/EN): poster text, WhatsApp share cards, mosque/university placements, and consent-first lead forms. Include uplift model to sustain ≥70% predicted engagement.
Tags:
Baghdad,
NGO,
co-marketing,
WhatsApp,
Arabic,
engagement-70
Author: Assistant
Category: partnerships-local-impact | Model: gpt-4o
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Amsterdam English-First Pro Plan
Build an English-first plan for Amsterdam pros: LinkedIn carousels, meetup posts, and Slack community handoffs. Model ≥70% predicted engagement.
Tags:
Amsterdam,
LinkedIn,
meetups,
Slack,
EN,
engagement-70
Author: Assistant
Category: EU-pro-growth-NL-EN | Model: gpt-4o
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ZIP 32130 Hyperlocal Playbook
Build a hyperlocal plan for ZIP 32130: Facebook Groups, Nextdoor, school/PTA newsletters, and SMS. Provide coastal/weather-aware scheduling and creative pack; target ≥70% predicted engagement via comm...
Tags:
32130,
hyperlocal,
Nextdoor,
Facebook,
SMS,
engagement-70
Author: Assistant
Category: local-outreach-us-zip | Model: gpt-4o
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Milwaukee Workforce Upskilling
Create a Milwaukee upskilling series: LinkedIn posts, union hall flyers, and SMS signups. Include commute-friendly class times; model ≥70% predicted engagement.
Tags:
Milwaukee,
workforce,
upskilling,
LinkedIn,
SMS,
engagement-70
Author: Assistant
Category: workforce-dev-us-midwest | Model: gpt-4o
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Manama Fintech Professional Funnel
Build a LinkedIn + WhatsApp funnel for Manama fintech pros (AR/EN). Provide thought-leadership posts, webinar invites, and lead-scoring to ≥70% predicted engagement.
Tags:
Manama,
fintech,
LinkedIn,
WhatsApp,
Arabic,
engagement-70
Author: Assistant
Category: B2B-fintech-MENA | Model: gpt-4o
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Jakarta Micro-Influencer Grid
Assemble a micro-influencer plan in Jakarta: 24 creators (food, tech, study), fee bands, promo codes, and lift model to keep ≥70% predicted engagement.
Tags:
Jakarta,
influencers,
affiliates,
Indonesia,
engagement-70
Author: Assistant
Category: creator-growth-ops-SEA | Model: gpt-4o
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Arakawa Transit-Safe Snackable Content
Create 15 snackable posts (≤15s) optimized for transit viewers (JA). Include subtitles, no-audio-first, and station geo-tags. Target ≥70% predicted engagement.
Tags:
Arakawa,
short-video,
subtitles,
transit,
Japan,
engagement-70
Author: Assistant
Category: microcontent-transit-JP | Model: gpt-4o
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Fine-Tune Stack: SFT→DPO/ORPO→RLHF
Specify a training stack with SFT on curated data, preference optimization (DPO/ORPO), and optional RLHF. Include reward hacking tests, guardrails, and evals that predict production behavior.
Tags:
LLM,
SFT,
DPO,
ORPO,
RLHF,
alignment,
evaluation
Author: Assistant
Category: training-pipeline-LLM | Model: gpt-4o
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North Bergen Spanish-English Mix
Draft a bilingual (ES/EN) plan for North Bergen: Facebook Groups, WhatsApp, school flyers. Provide translation tone and neighborhood tie-ins; ≥70% predicted engagement.
Tags:
North Bergen,
bilingual,
Spanish,
Facebook,
WhatsApp,
engagement-70
Author: Assistant
Category: US-local-bilingual-NJ | Model: gpt-4o
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Manama Weekend Community Events
Create event-driven posts for Manama (family/food). Provide Arabic-first copy, timing, and sponsor callouts. Maintain ≥70% predicted engagement with carousel-first visuals.
Tags:
Manama,
events,
Arabic,
carousel,
Bahrain,
engagement-70
Author: Assistant
Category: community-events-MENA | Model: gpt-4o
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Osaka Student + Creator Tracks
Design Osaka tracks (JA): student study hacks and creator collabs. Include subway ad tie-ins and UGC prompts; ≥70% predicted engagement via save/share bias.
Tags:
Osaka,
students,
creators,
UGC,
Japan,
engagement-70
Author: Assistant
Category: youth-engagement-JP | Model: gpt-4o
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São Paulo PT-First Acquisition
Develop a PT-first funnel for São Paulo: Instagram, WhatsApp, Mercado Livre collabs. Provide favela/centro segmentation, low-data creatives, and KPI plan to ≥70% predicted engagement.
Tags:
Sao Paulo,
Portuguese,
WhatsApp,
Instagram,
BR,
engagement-70
Author: Assistant
Category: Brazil-growth-pt-first | Model: gpt-4o
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Jakarta Bahasa+English Growth Kit
Deliver a bilingual (ID/EN) growth kit for Jakarta: WhatsApp Broadcast, Instagram, Tokopedia partnerships. Include low-data creatives and prayer-time schedules; ≥70% predicted engagement.
Tags:
Jakarta,
Indonesia,
WhatsApp,
Tokopedia,
bilingual,
engagement-70
Author: Assistant
Category: SEA-growth-bilingual | Model: gpt-4o
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ZIP 32130 Service-Business Funnel
Create a funnel for service businesses (plumbers, tutors) in 32130: Google Business posts, click-to-call ads, voicemail drops. Add KPI sheet to sustain ≥70% predicted engagement.
Tags:
32130,
services,
Google-Business,
click-to-call,
US,
engagement-70
Author: Assistant
Category: SMB-performance-local | Model: gpt-4o
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(not set) Geo-Agnostic Personalization
Design a geo-agnostic flow for unknown location: device-language, time-of-day, and referral-source signals. Personalize creatives and enforce privacy; ≥70% predicted engagement via adaptive CTAs.
Tags:
unknown,
privacy,
personalization,
device,
referrer,
engagement-70
Author: Assistant
Category: personalization-no-geo | Model: gpt-4o
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Osaka Merchants LINE Offers
Launch LINE mini-app coupons for Osaka shops. Provide QR flows, anti-abuse, and festival calendars. Calibrate ≥70% predicted engagement.
Tags:
Osaka,
LINE,
coupons,
SME,
QR,
engagement-70
Author: Assistant
Category: local-commerce-JP-ops | Model: gpt-4o
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(not set) Compliance-Friendly Growth
Create consent-first growth for unknown-geo users: cookie-light landers, double opt-in, and frequency caps. Target ≥70% predicted engagement with low-churn rules.
Tags:
unknown,
consent,
compliance,
opt-in,
frequency,
engagement-70
Author: Assistant
Category: privacy-first-lifecycle | Model: gpt-4o
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Shinjuku City Commuter Hooks (≥70% Predicted)
Design 10 short-form hooks and CTA variants for Shinjuku City commuters (JA/EN). Channels: X, Instagram Reels, LINE. Include peak posting windows (07:00–09:00, 18:00–21:00 JST), station-area keywords,...
Tags:
Shinjuku,
Japan,
commuters,
LINE,
Reels,
engagement-70
Author: Assistant
Category: growth-local | Model: gpt-4o
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Baghdad Youth Mobile Acquisition
Propose TikTok + Telegram funnel for Baghdad students/young pros (AR/EN). Provide 12 hooks, low-data creatives, and Telegram bot flows. Add quiet-hours policy and safety copy; target ≥70% predicted en...
Tags:
Baghdad,
Arabic,
Telegram,
TikTok,
low-data,
engagement-70
Author: Assistant
Category: emerging-markets-acq | Model: gpt-4o
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Shinjuku CRM Drip for Nightlife & Work
Create a 5-step bilingual (JA/EN) email + LINE drip for office workers and nightlife staff in Shinjuku. Include segment rules, subject-line tests, emoji policy, and 72-hour pacing. Provide KPI guardra...
Tags:
Shinjuku,
CRM,
LINE,
email,
bilingual,
engagement-70
Author: Assistant
Category: lifecycle-marketing | Model: gpt-4o
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Minato City B2B Tech Leaders Plan
Craft LinkedIn + email cadences targeting Minato City tech managers (JA/EN). Provide 6 thought-leadership post outlines, CTA ladders, and sponsor targeting (Roppongi, Shibaura). Calibrate to ≥70% pred...
Tags:
Minato,
Tokyo,
B2B,
LinkedIn,
email,
engagement-70
Author: Assistant
Category: B2B-demand | Model: gpt-4o
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Yokohama Family Weekends Plan
Develop a family/weekend content plan for Yokohama (JA). Channels: LINE VOOM, Instagram. Provide harbor/mall/event tie-ins, stroller-friendly angles, and coupon CTAs. Simulate ≥70% predicted engagemen...
Tags:
Yokohama,
family,
LINE,
Instagram,
Japan,
engagement-70
Author: Assistant
Category: consumer-lifestyle-local | Model: gpt-4o
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Lanzhou Student STEM Clubs
Create STEM club activation in Lanzhou universities (ZH): posters, faculty allies, and WeChat group cadences. Keep ≥70% predicted engagement.
Tags:
Lanzhou,
STEM,
university,
Chinese,
clubs,
engagement-70
Author: Assistant
Category: student-activation-CN-west | Model: gpt-4o
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Shanghai Professional Learning Loop
Design a Mandarin professional learning loop: morning tips, case summaries, and quizzes via WeChat Channels. Sustain ≥70% predicted engagement.
Tags:
Shanghai,
learning,
WeChat,
Chinese,
professionals,
engagement-70
Author: Assistant
Category: learning-loop-CN | Model: gpt-4o
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North Bergen SMB Coupon Engine
Build an SMB coupon engine (EN/ES) with QR receipts and SMS reminders. Provide redemption analytics to sustain ≥70% predicted engagement.
Tags:
North Bergen,
SMB,
coupons,
SMS,
QR,
engagement-70
Author: Assistant
Category: local-commerce-us-smb | Model: gpt-4o
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Minato Executive Breakfast Webinars
Design a micro-webinar series (20 minutes) for Minato execs. Include invite copy, calendar hold, speaker brief, and follow-up snippets. Optimize slot (08:10 JST) and promise-value framing to model ≥70...
Tags:
Minato,
webinar,
executives,
calendar,
Japan,
engagement-70
Author: Assistant
Category: event-growth | Model: gpt-4o
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Lanzhou Low-Bandwidth Outreach
Deliver a low-bandwidth strategy for Lanzhou (ZH): text-first carousels, offline packs, and SMS/WeChat hybrid. Target ≥70% predicted engagement.
Tags:
Lanzhou,
low-bandwidth,
Chinese,
WeChat,
SMS,
engagement-70
Author: Assistant
Category: west-cn-outreach-lowdata | Model: gpt-4o
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Shanghai CN-First WeChat Plan
Create a WeChat + Bilibili plan for Shanghai (ZH). Provide mini-program flows, ICP-safe copy, and KPI model to ≥70% predicted engagement.
Tags:
Shanghai,
WeChat,
Bilibili,
Chinese,
CN,
engagement-70
Author: Assistant
Category: China-growth-cn-first | Model: gpt-4o
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Yokohama SME Referral Loop
Design a merchant referral loop for Yokohama SMEs (JA): QR cards, stamp rewards, and LINE mini-app flow. Add fraud checks and 30/60/90 KPI targets to keep ≥70% predicted engagement.
Tags:
Yokohama,
SME,
referrals,
LINE,
QR,
engagement-70
Author: Assistant
Category: local-commerce-growth | Model: gpt-4o
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Codebase Map & Risk Heatmap
ChatGPT summarizes modules and ownership; Antigravity agents compute churn/complexity; Cursor annotates hotspots with TODOs and tests. Output a top-10 refactor list.
Tags:
code-map,
complexity,
ownership,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: code-intelligence | Model: gpt-4o
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Unit Economics Reverse-Engineering
Given revenue and segment data, reverse-engineer ARPU, churn, and expansion assumptions. Output a simple spreadsheet schema and sensitivity knobs.
Tags:
investing,
unit-economics,
valuation,
modeling,
sensitivity
Author: Assistant
Category: investing-analysis | Model: gpt-4o
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Windowing Economics: Theater vs Streaming
Compare release windows and monetization ladders of rival studios or platforms. Model revenue curves and churn effects. Recommend optimal windowing for our slate.
Tags:
movies,
windowing,
streaming,
theatrical,
revenue
Author: Assistant
Category: distribution-strategy-film | Model: GPT-5.1
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Churn Drivers and Retention Hooks
Infer churn drivers from reviews and forums for software rivals. Propose retention hooks and reactivation offers. Provide an experiment backlog.
Tags:
churn,
retention,
experiments,
software,
VoC
Author: Assistant
Category: retention-strategy-software | Model: GPT-5.1
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Inventory Reorder Bot
Specify a bot that watches stock levels, predicts reorder points, and sends purchase orders. Provide SQL sketch for inputs, and a JSON payload for a webhook to the supplier.
Tags:
automation|inventory|reorder|sql|webhook
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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KPI Snapshot Email
Define a daily KPI snapshot email: revenue, pipeline, churn, NPS, tickets. Provide a template with placeholders and an SQL view sketch. Output as Markdown + SQL.
Tags:
automation|kpi|email|sql|template
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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Customer Onboarding Playbook
Write a 14-day onboarding plan with day-by-day touchpoints, docs to send, and health-score checks. Provide a churn risk signal list. Output as a table.
Tags:
automation|onboarding|health|churn
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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Preventive vs predictive maintenance ROI — Risk & Monte Carlo
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Tags:
manufacturing|cost|maintenance|preventive|predictive|roi
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
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Churn Propensity Scoring & Save Flows
Goal: predict churn propensity and design save flows. Data: user activity, support tickets, billing events. Steps: 1) Label churn; 2) Train gradient-boosting model; 3) SHAP feature importance; 4) Pres...
Tags:
churn;propensity;save-flows
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Discourse Drift Detector
Monitor keyword drift across 7 days of news. How do certain phrases (e.g., 'climate tech', 'AI ethics') shift in association? Predict future narrative framing.
Tags:
linguistics,
media analysis,
trends
Author: Tsubasa Kato
Category: Language Modeling | Model: GPT-5
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Trend Prediction Matrix
Gather today's top 20 global news items from multiple sources (Perplexity, Reuters, Bloomberg, NHK) and build a matrix of topics, frequency, and sentiment. Identify which 3 trends are accelerating fas...
Tags:
news,
trend,
prediction,
analysis
Author: Tsubasa Kato
Category: Trend Analysis | Model: GPT-5
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Temporal Story Pulse
Analyze the pulse of story mentions over time (rise/fall curves). Predict which topics will spike tomorrow and which will decay.
Tags:
time series,
trend forecasting,
media analysis
Author: Tsubasa Kato
Category: Temporal Analytics | Model: GPT-5
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AI News Amplification Model
Track mentions of artificial intelligence across sectors. Quantify growth rate and predict when it will saturate or move into new narrative phases.
Tags:
AI trend,
media amplification,
forecast
Author: Tsubasa Kato
Category: AI Analytics | Model: GPT-5
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Cultural Mood Oscillator
Measure mood swings in cultural, entertainment, and lifestyle news. Predict social sentiment reversal points and their potential impact on consumption patterns.
Tags:
culture,
psychology,
sentiment analysis
Author: Tsubasa Kato
Category: Cultural Analytics | Model: GPT-5
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Trend Mutation Tracker
Trace how a trending topic (e.g., AI regulation) evolves in tone, framing, and sentiment over a week. Predict how it will mutate next and why.
Tags:
news evolution,
trend tracking,
AI regulation
Author: Tsubasa Kato
Category: Trend Dynamics | Model: GPT-5
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Forecast Fusion Model
Combine Perplexity's trending data, Google News, and social feeds to generate multi-source weighted predictions on the next 48h headline topics.
Tags:
forecasting,
news fusion,
data aggregation
Author: Tsubasa Kato
Category: Hybrid Analytics | Model: GPT-5
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Energy Market Pulse
Collect latest global energy and resource headlines. Predict short-term oil, gas, and rare-earth supply risks using trend correlation.
Tags:
energy,
resources,
forecast
Author: Tsubasa Kato
Category: Energy Intelligence | Model: GPT-5
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Headline Sentiment Divergence
Compare sentiment across sources (CNN, Fox, NHK, Nikkei, BBC) for the same topic. Identify maximum divergence and explain which outlet predicts the eventual consensus.
Tags:
media bias,
comparative analysis,
sentiment
Author: Tsubasa Kato
Category: Media Analytics | Model: GPT-5
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Geo-Economic Convergence
Combine data from geopolitical and economic headlines to detect convergence points (e.g., sanctions + resource shortages). Predict emerging conflict or cooperation zones.
Tags:
geopolitics,
economics,
forecast
Author: Tsubasa Kato
Category: Strategic Foresight | Model: GPT-5
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News Flow Entropy
Measure entropy in daily news topics—how diverse or concentrated is media attention? Predict when entropy will collapse (major convergence on one issue) and what might trigger it.
Tags:
media analysis,
entropy,
forecast
Author: Tsubasa Kato
Category: Information Analytics | Model: GPT-5
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Influence Vector Analysis
Identify top 10 influencers shaping narratives across news and social media. Quantify their directional impact on public opinion and predict whose voice will dominate next.
Tags:
influence mapping,
news analytics,
social media
Author: Tsubasa Kato
Category: Influence Mapping | Model: GPT-5
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Optimizing GenAI Workflows for Edge GPU Boards
Write a comprehensive GenAI prompt that utilizes the latest edge GPU boards to accelerate tasks such as data annotation, object detection, and predictive modeling for a team of robotics engineers.
Pr...
Tags:
robotics,
AI,
prompts,
edgeGPU,
GenAI
Author: Prompt Generator
Category: AI Development | Model: llama3.1:latest
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GenAI Workflows for Edge GPU Robotics
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Corporate Office IT: Patch Tuesday Orchestrator
Build a predictable patch motion. Deliver: risk-based rings, pilot cohorts, maintenance windows per timezone, device health gates, rollback, and comms. KPIs: patch latency, failure %, vuln backlog. Ou...
Tags:
office IT,
patching,
MDM,
change management,
security
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Customer Churn Spike Triage
Using last 24h data for {{segment}}, surface churn signals: cancellations, NPS drops, failed payments, key accounts at risk. Provide: top drivers, accounts to call now, retention offers, 3 next action...
Tags:
growth;retention;revops;timely;customers
Author: Tsubasa Kato
Category: Growth | Model: gpt-5
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Churn Prediction & Win-Back
Define a churn model using product telemetry and ticket sentiment. Propose saves, offers, and automation timing for JP/US/EU. Provide dashboards and owner RACI.
Tags:
churn prediction,
telemetry,
sentiment,
win-back,
automation,
RACI
Author: ChatGPT
Category: business | Model: gpt-5
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Deal With Leading Manufacturing Company
I've just closed a deal with a leading manufacturing company that adopted our predictive maintenance software. They've seen a 30% reduction in unplanned downtime in the first six months. Draft a one-p...
Tags:
case study,
manufacturing
Author: [email protected]
Category: case study, business | Model: GPT-5, GPT-4o, o3
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Evaluate a Person of Advanced Knowledge of Physics and Science
To evaluate whether a person has advanced knowledge of physics and science, consider the following ten questions covering a range of topics, including theoretical and experimental physics, as well as ...
Tags:
evaluation
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
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