saher ahmed

Menu

Close

Trend Insights Engine with Meta

Trend Insights Engine with Meta

Trend Insights Engine with Meta

Trend Insights Engine with Meta

Trend Insights Engine with Meta

CLIENT

Meta

BACKGROUND

An AI-first insights platform for social teams to spot cultural trends and creators early.

Challenge

Social teams moved too slowly on emerging trends due to fragmented data and laggy workflows, often launching campaigns after peak momentum.

Impact

  • 35% faster campaign launches

  • Boosted confidence in real-time marketing decisions

  • Maximised media spend on trending opportunities

Team:

Cross-functional in-house team

My role

End-to-end UX design
Data visualisation
Workflow definition
Actionable insights

Timeline

2 months (August 2025 - September 2025)

CLIENT

Meta

BACKGROUND

An AI-first insights platform for social teams to spot cultural trends and creators early.

Challenge

Social teams moved too slowly on emerging trends due to fragmented data and laggy workflows, often launching campaigns after peak momentum.

Impact

  • 35% faster campaign launches

  • Boosted confidence in real-time marketing decisions

  • Maximised media spend on trending opportunities

Team:

Cross-functional in-house team

My role

End-to-end UX design
Data visualisation
Workflow definition
Actionable insights

Timeline

2 months (August 2025 - September 2025)

CLIENT

Meta

BACKGROUND

An AI-first insights platform for social teams to spot cultural trends and creators early.

Challenge

Social teams moved too slowly on emerging trends due to fragmented data and laggy workflows, often launching campaigns after peak momentum.

Impact

  • 35% faster campaign launches

  • Boosted confidence in real-time marketing decisions

  • Maximised media spend on trending opportunities

Team:

Cross-functional in-house team

My role

End-to-end UX design
Data visualisation
Workflow definition
Actionable insights

Timeline

2 months (August 2025 - September 2025)
An updated collage of GWR design system

High-fidelity design of the unified trends dashboard.

TL;DR - Long Story Short

Social teams were too slow to spot and act on rapidly decaying cultural trends due to fragmented data and high latency in the trend-to-campaign workflow, leading to missed media spend opportunities. Designed and deployed an AI-powered insights dashboard to unify disparate data streams into a single, predictive engine. Successfully cut the trend-to-campaign time by 35% and significantly improved confidence in real-time decision-making.

Note: This case study is under NDA and cannot be fully shared as the product has not yet launched. All details presented here are high-level summaries of the project scope, approach, and impact, focusing on my design contributions and process rather than proprietary features or confidential data.

BACKGROUND

PROBLEM: Solving Fragmented Cultural Insights

Social teams were required to monitor and aggregate data to spot emerging cultural signals. The core challenge wasn't just fragmented data, but the speed of decay of cultural signals. Strategists were consistently too slow to act, resulting in missed windows for millions in media spend. The high latency in the trend-to-campaign workflow made proactive media buying impossible.

Colour library for GWR

This visual captures the primary business problem: fragmented data workflows led to campaign launches occurring after a trend's peak velocity had decayed, resulting in wasted media spend and missed market opportunities.

UPDATED HYPOTHESIS

Trend to Creator, No Platform Switching

What if we could design a single, AI-first platform that combines real-time trend detection and validated creator insights into one workspace?

If so, teams could reduce the average time-to-action from days to hours, allowing campaigns to launch while the cultural signal is still at peak velocity.

Design Approach

Solution: Turning complex data into intuitive, actionable experiences

I led the end-to-end experience, defining workflows, dashboards and scoring systems that made complex cross-platform data accessible and actionable.

  • Visual dashboards track emerging topics, hashtags and formats with a velocity score showing momentum and recency.

  • Clustering algorithms surface high-growth creators with audience fit and relevance.

The design focused on clarity, usability and allowing teams to move seamlessly from insights to campaigns without leaving the platform.

A figma sneak peek of the updated library

Flow 1: Ability to pull real-time, relevant signals from external data sources and standardise them within the platform interface, ensuring all strategic planning starts from a unified, reliable foundation.

The shipping document

Flow 2: Showcase of the streamlined process for converting raw trending data into a custom, shareable report - all within the workspace.

Flow 2: Showcase of the streamlined process for converting raw trending data into a custom, shareable report - all within the workspace.

Flow 3: The most critical step in the workflow, this segment demonstrates how the verified trend is immediately linked to audience-matched creators.

Flow 3: The most critical step in the workflow, this segment demonstrates how the verified trend is immediately linked to audience-matched creators.

Reflection

Lessons learned by designing clarity into complex dashboards

This project reinforced the value of taking ownership and iterating on loosely defined concepts. It taught me how to translate raw data into actionable design, align with business goals and create intuitive experiences that simplify complex workflows. Finally, I learned that clarity, simplicity and a strong workflow are just as important as visual polish when designing data-heavy products.

Note: This case study is under NDA and cannot be fully shared as the product has not yet launched. All details presented here are high-level summaries of the project scope, approach, and impact, focusing on my design contributions and process rather than proprietary features or confidential data.

Create a free website with Framer, the website builder loved by startups, designers and agencies.