Sentiment Analysis Platform

Sentiment Analysis Platform

Product Design Consultant

Product Design Consultant

highlights

highlights

custom social listening analytics solution

custom social listening analytics solution

Partnered with the founders of this startup to provide strategic guidance on the product vision, brand identity, go-to-market approach, and product roadmap for an AI/ML-powered social listening and sentiment analysis tool.

Lead a scrum team of 4 engineers to design and develop a POC and later a MVP solution that would help position the company to attract investment funding.

Delivered high-fidelity designs a social listening tool built for public affairs consultants to provide public and private sector clients with marketing or campaign messaging guidance.

The APPROACH: Problem Solving for a Complex Process

The APPROACH: Problem Solving for a Complex Process

Define the Vision

Develop the Brand

Design the Solution

DeFINE THE vision

DeFINE THE vision

When I joined the project, the founders had an early concept of what they wanted to build but lacked a clear plan to get there. Despite having already begun building the backend architecture, I recommended taking a step back to clarify the product vision and desired end state to ensure the technology aligned with the long-term goals.

defining a north star

I facilitated a cross-functional product visioning workshop with the CEO, CTO, and core engineering team to align on a clear north star for the product. Through exercises such as vision and mission drafting, future-state user journey mapping, and defining key value propositions, we translated these loosely defined ideas into a coherent product narrative. We documented an ideal state user experience, a concise mission statement, and a set of guiding principles, along with supporting artifacts like a product vision canvas and success metrics. These outputs gave the team a shared language and direction for roadmap planning, design decisions, and technical investment.

Product vision canvas exercise

This abbreviated version of the exercise is a sample that demonstrates how I applied this framework to align the founders and engineering team towards a crystallized vision of the product. It provided a clear guideline and goal for the team to rally behind and reference later at crucial decision-making points. It also provides the founders with a concise mental model from which to build their business case and go-to-market strategy.

Develop the brand

The existing interface of the prototype was very simple, and the new business needed some help with forming a solid brand identity. They needed a logo, a brand palette, and more guidance on application of a design system to their future development work and marketing materials.

Discovery

While conducting discovery interviews, the founders and team expressed their vision of “illuminating” insights for analysts that had previously taken much research and manual data processing to uncover. They wanted the logo and brand identity to communicate the idea of “shedding light” on hidden insights about sentiments.

interview insights

Key Themes

  • Illumination from a source of light or truth

  • Uncovering of something hidden

  • Discovery or exploration, as if one were an adventurer in a cave

Desired Emotions

  • Trust and Truth

  • Warmth rather than feeling sterile

  • Modernity while being approachable

logo design

style guide

business outcome

Going forward, the business had a cohesive brand identity and guidelines on how to apply the styling and color palette in both marketing and product scenarios. This was a crucial step in setting the engineering team up with reusable components and style guidelines. The exercise also gave the founders greater confidence in the company's direction moving forward, allowing them to present their business case to investors with a unified story and identity.

Develop the brand

The existing interface of the prototype was very simple, and the new business needed some help with forming a solid brand identity. They needed a logo, a brand palette, and more guidance on application of a design system to their future development work and marketing materials.

business outcome

Going forward, the business had a cohesive brand identity and guidelines on how to apply the styling and color palette in both marketing and product scenarios. This was a crucial step in setting the engineering team up with reusable components and style guidelines. The exercise also gave the founders greater confidence in the company's direction moving forward, allowing them to present their business case to investors with a unified story and identity.

discovery

While conducting discovery interviews, the founders and team expressed their vision of “illuminating” insights for analysts that had previously taken much research and manual data processing to uncover. They wanted the logo and brand identity to communicate the idea of “shedding light” on hidden insights about sentiments.

interview insights

Key Themes

  • Illumination from a source of light or truth

  • Uncovering of something hidden

  • Discovery or exploration, as if one were an adventurer in a cave

Desired Emotions

  • Trust and Truth

  • Warmth rather than feeling sterile

  • Modernity while being approachable

style guide

logo design

develop the brand

The existing interface of the prototype was very simple, and the new business needed some help with forming a solid brand identity. They needed a logo, a brand palette, and more guidance on application of a design system to their future development work and marketing materials.

discovery

While conducting discovery interviews, the founders and team expressed their vision of “illuminating” insights for analysts that had previously taken much research and manual data processing to uncover. They wanted the logo and brand identity to communicate the idea of “shedding light” on hidden insights about sentiments.

business outcome

Going forward, the business had a cohesive brand identity and guidelines on how to apply the styling and color palette in both marketing and product scenarios. This was a crucial step in setting the engineering team up with reusable components and style guidelines. The exercise also gave the founders greater confidence in the company's direction moving forward, allowing them to present their business case to investors with a unified story and identity.

interview insights

Key Themes

  • Illumination from a source of light or truth

  • Uncovering of something hidden

  • Discovery or exploration, as if one were an adventurer in a cave

Desired Emotions

  • Trust and Truth

  • Warmth rather than feeling sterile

  • Modernity while being approachable

logo design

style guide

Design the solution

Design the solution

After multiple iterations and several interviews with public affairs analysts and managers, I delivered a cohesive user journey, starting with a query-based search and leading the user through information analysis levels of the social data with increasing detail.

DESIGN DECISIONS

The user journey begins on a login screen with a dark background displaying a gradient communicating the theme of light and illumination.

Once the user enters the application, they land on a search interface that presents a typed search input field, a time range field, and a geolocation field.

The user can also utilize any recent searches made on the application.

For MVP, the typed input field would require specific syntax to allow users to build more complex queries. Since this was an advanced feature, I designed a help menu that could be opened to provide information and guidance to the user.

UX OUTCOME

Users can easily understand what parameters can be used in their search and how to compose a more advanced keyword search. The separated time range and geolocation inputs provide affordance cues to the user about additional parameters the system allows for in the search.

DESIGN DECISIONS

After searching, the user lands on a dashboard view displaying summary statistics of the metrics relevant to the search parameters.

When the user clicks on a specific date on the timeline graph visualization, the metrics below also filter to that date and the system's AI-enabled agent provides tailored insights in natural language.

Mentions counts and sentiment analysis breakdowns are standard practice for target users in the public affairs industry, so these metrics are provided clearly.

UX OUTCOME

Users can quickly scan the dashboard for the key metrics used to build a report for a public relations action plan or political campaign.

DESIGN DECISIONS

The same data can be viewed in different ways in the other tabs, so the user can pivot to the Mentions Feed tab to view the raw social data that is displayed in the dashboard.

The user can easily apply filters to investigate by data source, user segment, or sentiment and tone.

UX OUTCOME

The user has the freedom and control to navigate the raw data in a user-friendly interface, allowing them to conduct deeper investigation and create a better story to tell in their analysis report.

DESIGN DECISIONS

Within the same search parameters, the user can view a network analysis of the major "influencers" within their relevant topic.

An AI/ML algorithm analyzes engagement on posts, follower counts, and other public data to respectively weight the influence of individuals and displays this by node size.

User has the ability to filter the node view based on even more granular segmentation of account personas, compared to the mentions feed.

UX OUTCOME

Users can easily visualize the social landscape, influence level and relationships between key players in the context of the topic of interest.

Key Outcomes

Key Outcomes

Defined Vision that Drove Go-to-Market Strategy

The team and leadership now had the vision in place and could set concrete goals they would work towards in lock-step. The founders were immensely grateful for the structure and leadership I provided at this crucial step.

Brand Alignment for Development & Marketing

The fast-paced development and marketing teams now had a common style guide to reference. It also communicated legitimacy of the business as the founders were pursuing investment.

High-Fidelity, Thoughtful User Experience

These designs represented the desired end state of the product vision and helped the team to have more informed and productive discussions about scoping milestones to get there.

Brand Alignment for Development & Marketing

The fast-paced development and marketing teams now had a common style guide to reference. It also communicated legitimacy of the business as the founders were pursuing investment.

High-Fidelity, Thoughtful User Experience

These designs represented the desired end state of the product vision and helped the team to have more informed and productive discussions about scoping milestones to get there.

Centralized Data Repository and Interface

The team and leadership now had the vision in place and could set concrete goals they would work towards in lock-step. The founders were immensely grateful for the structure and leadership I provided at this crucial step.

Improved Metrics Reporting for Stakeholders

The fast-paced development and marketing teams now had a common style guide to reference. It also communicated legitimacy of the business as the founders were pursuing investment.

High User Adoption Rates in Partner Organizations

These designs represented the desired end state of the product vision and helped the team to have more informed and productive discussions about scoping milestones to get there.

location

Washington, DC or remote

Contact details

bellajones.uxdesign@gmail.com

678-480-1766

location

Washington, DC or remote

Contact details

bellajones.uxdesign@gmail.com

678-480-1766

location

Washington, DC or remote

Contact details

bellajones.uxdesign@gmail.com

678-480-1766

location

Washington, DC or remote

Contact details

bellajones.uxdesign@gmail.com

678-480-1766

highlights

custom social listening analytics solution

Partnered with the founders of this startup to provide strategic guidance on the product vision, brand identity, go-to-market approach, and product roadmap for an AI/ML-powered social listening and sentiment analysis tool.

Lead a scrum team of 4 engineers to design and develop a POC and later a MVP solution that would help position the company to attract investment funding.

Delivered high-fidelity designs a social listening tool built for public affairs consultants to provide public and private sector clients with marketing or campaign messaging guidance.