Case Study: AI Social Listening Agent for General Assembly — Weekly Trend Reports & Custom Marketing Ideas
Analytico AI built a social listening AI agent for General Assembly Singapore that monitors Instagram and TikTok trends, scores them for brand relevance, generates 5 custom marketing ideas per trend and delivers a weekly report every Monday — giving the team 25 ready-to-brief concepts without any manual research.
The Problem
General Assembly's marketing team was spending hours each week manually tracking Instagram and TikTok trends — with no scalable process for turning those trends into relevant, brand-aligned content ideas before the moment passed.
Trend Research Consumed Hours Every Week
The marketing team spent significant time each week manually scrolling through Instagram and TikTok to identify trends — time taken away from content creation, campaign execution and strategic planning.
Trend Windows Close Before Teams Can Act
Social media trends peak and fade within days. By the time the marketing team spotted a trend, researched it and pitched it internally, the moment had already passed — leaving competitors to capitalise while GA missed out.
Generic Trends With No Brand Relevance
Off-the-shelf trend reports surfaced viral moments with no connection to GA's courses, audience or brand voice. Teams still had to do the creative thinking themselves — with no structured process for bridging trends to content ideas.
Creative Ideation Was Inconsistent and Slow
Generating marketing ideas from trends depended on individual team members' creativity and availability. Output quality varied across weeks and the process lacked a repeatable, scalable structure for turning trends into campaign concepts.
No Single Source of Truth for Social Trends
Instagram and TikTok trends were tracked informally across different team members with no centralised view of what was trending, what had been actioned and what ideas had been generated or approved.
No Consistent Weekly Reporting Cadence
Social trend reporting happened sporadically rather than on a reliable weekly cycle. There was no automated process to ensure leadership and content teams were aligned on trending opportunities at the start of each week.
Our Solution
Analytico AI designed and built an autonomous social listening agent that monitors Instagram and TikTok continuously, identifies the top 5 weekly trends relevant to GA's audience and generates 5 custom marketing ideas for each — delivered automatically every week.
Continuous Social Listening on Instagram and TikTok
Built an AI agent that continuously monitors Instagram Reels and TikTok for emerging trends — tracking hashtags, audio tracks, content formats and engagement velocity to identify what is gaining traction before it peaks.
Trend Relevance Scoring for GA's Audience
The agent scores and filters trends against GA's target audience — working professionals, career switchers and students in Singapore interested in data analytics, UX design and software engineering — surfacing only the moments with genuine brand relevance.
AI-Generated Creative Ideas Tailored to GA's Context
For each top trend identified, the agent generates 5 custom marketing ideas tailored to GA's courses, brand voice and content style. Ideas are specific and actionable — not generic suggestions but ready-to-brief concepts the team can execute immediately.
Weekly Report: Top 5 Trends + 25 Custom Ideas
Every week, the agent automatically compiles and delivers a structured report featuring the top 5 trending moments on Instagram and TikTok for that week, each accompanied by 5 bespoke marketing ideas — giving the team 25 ready-to-act creative concepts every Monday.
Brand Voice and Course Alignment Built In
All generated ideas reflect GA's tone — professional, accessible and career-focused. The agent maps each trend to the most relevant GA course or programme, ensuring every idea has a natural, authentic connection to what GA offers.
Automated Delivery — No Manual Effort Required
The full pipeline runs autonomously. The agent monitors trends, scores relevance, generates ideas and delivers the weekly report without any manual input from the marketing team — freeing them to focus on execution rather than research.
Results
The social listening agent gave General Assembly's marketing team a consistent, automated pipeline of trend intelligence and creative ideas — turning a time-consuming weekly chore into a reliable competitive advantage.
Hours of Weekly Research Eliminated
The marketing team no longer spends time manually tracking social trends. The agent handles the entire discovery and ideation process, returning those hours to the team for content production and campaign execution.
Faster Time-to-Market on Trending Content
With trends and ideas delivered every Monday morning, GA's team can brief and produce trend-driven content while the moment is still live — turning social listening from a reactive exercise into a proactive competitive advantage.
25 Ready-to-Brief Ideas Delivered Every Week
The agent generates 5 custom marketing ideas for each of the top 5 trends weekly — giving the creative team a consistent pipeline of 25 actionable concepts tailored to GA's courses, audience and brand voice without any ideation effort.
Consistent Cadence Across the Marketing Team
Leadership and content teams are now aligned every week on the same set of trending opportunities. The automated report replaced informal, ad hoc trend spotting with a reliable, structured process that scales across the organisation.