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AI Visibility Tracker Definitions

This article outlines how 3BL defines categories, topics, and audiences. 

Categories & Topics

The AI Visibility Tracker monitors how your organization appears in AI responses across the following sustainability and corporate responsibility categories.

AI Visibility Topic

3BL Category

Description

Technology & Innovation

AI & Technology

The intentional application of tools like AI and data analytics to solve societal and environmental challenges. Success is measured by ethical design, human well-being, and quantifiable social outcomes rather than financial profit. Key areas include disaster response, digital inclusion, healthcare equity, and sustainability.

Awards & Rankings

Awards & Rankings

The strategic use of internal accolades and external industry evaluations to recognize excellence, motivate employees, reinforce corporate values, and enhance organizational reputation.

Business Ethics & Governance

Corporate Responsibility

A framework of moral principles and structural systems directing a company. Business ethics applies values like honesty and fairness to balance economic success with social and environmental impact. Corporate governance provides rules and processes, such as transparency and accountability, to ensure regulatory compliance and stakeholder responsibility. Together, they build trust and drive long-term sustainable growth.

Talent Development & Career Growth

Education & Workforce Development

Strategic enhancement of employee skills and capabilities through learning and mentorship to align individual growth with organizational goals. Long-term professional advancement through promotions, increased responsibilities, or skill expansion to achieve personal fulfillment and higher-level roles.

External Education & Future Workforce

Education & Workforce Development

Learning initiatives outside traditional degree paths, including industry partnerships, EdTech platforms, and non-degree credentials for upskilling and reskilling. A lifelong learning society adapting to technological shifts (AI, automation) through evolving 21st-century skills and employer-validated competencies.

Climate Action

Energy & Infrastructure

Strategic transformation of business processes and supply chains to eliminate greenhouse gas emissions. Key actions include transitioning to renewable energy, enhancing energy efficiency, electrifying transportation/heating, and utilizing carbon capture to achieve net-zero targets and mitigate climate risk.

Climate Finance

Environment

Mobilizing public and private capital for mitigation and adaptation, particularly in EMDEs. Key mechanisms include blended finance, green bonds, and sustainability-linked loans. Includes using transparency frameworks like TCFD to manage climate risks and direct funding toward low-carbon, resilient, and sustainable economic transformation.

Environmental Stewardship & Conservation

Environment

Ethical management of natural resources to ensure ecological health and productivity. Focuses on balancing economic and social needs through sustainable policies and conservation to protect biodiversity, soil and water.

Corporate Sustainability Policies

Environment

The responsible corporate use, protection, and management of the natural environment through sustainable practices to ensure resource availability and ecosystem resilience for future generations. Focuses on balancing economic and social needs through sustainable policies and conservation to protect biodiversity, soil, and water.

Health Access & Equity

Health & Healthcare

The fair opportunity for all to achieve optimal health by removing systemic barriers. It includes timely access to affordable, high-quality services and the elimination of avoidable social, economic, and environmental inequalities.

Employee Wellbeing

Health & Healthcare

Employer-sponsored initiatives like fitness, mental health support, and financial coaching designed to improve worker health, productivity, and retention. Public wellness includes community-wide health campaigns and policies, such as vaccination drives or smoking cessation advocacy, aimed at improving the well-being of a broad population.

Inclusion & Opportunity

Inclusion & Opportunity

Intentional practice of creating a culture where all individuals feel welcomed, respected, and empowered to contribute, fostering belonging and psychological safety. Ensuring fair and equitable access to resources and advancement by removing systemic barriers to provide every individual an equal chance to succeed.

Giving & Volunteering

Philanthropy

Strategic voluntary investments including donations, services, and volunteerism to drive social change and community strengthening while securing business benefits like brand reputation, employee engagement, and tax advantages.

ESG Reporting & Disclosure

Research & Reports

The public communication of environmental, social, and corporate governance (ESG) data and performance. It provides stakeholders with transparent, measurable insights into an organization's risks, opportunities, and societal or environmental impact.

Circular Economy & Sustainable Products

Responsible Production & the Circular Economy

Economic model focused on eliminating waste and pollution by keeping products and materials in use through sharing, reuse, and recycling while regenerating natural systems. Goods designed to provide environmental and social benefits throughout their entire life cycle, from raw material extraction to disposal, while minimizing harm.

Financial Inclusion

Socially Responsible Investing

Ensuring marginalized groups have equitable access to affordable, sustainable financial products - including payments, savings, credit, and insurance - to enhance economic mobility. Prioritizing positive social or environmental outcomes as a core mission, often through social investment providing capital for a blended return of impact and financial repayment.

Community Investment

Volunteering & Community

The proactive allocation of capital and resources to strengthen a community. Key actions include investing in sustainable infrastructure, supporting small businesses for economic stability, fostering social partnerships, implementing pre-disaster mitigation strategies, and prioritizing the wellness of at-risk populations for long-term growth.

 

Audiences

The AI Visibility Tracker measures how your organization appears to different stakeholder groups when they use AI tools for research.

Persona

Description

Examples

Investors

People or organizations (institutions) that invest or put money into a company and actively monitor the company's value, risk, governance - as well as potential future performance.

Vanguard, State Street, Fidelity, Capital Group, pension funds, mutual funds, private equity firms, hedge funds, individual shareholders, and firms like Goldman Sachs or Morgan Stanley.

Consumers

Customers, buyers, or potential buyers.

Depending on the industry: a shopper, a patient, a household, a small business owner, a government agency (procurement process), a consumer in general, and more.

Employees

Current and prospective workers. They typically are most interested in what the company stands for, how it treats their workers and the public, and if it's a good place to build a career.

Current staff, contractors, and potential employees.

Media

Mostly journalists, editors, publishers and commentators who tell a version of the company's story to third parties (consumers, investors, etc.). This technically could also include "influencers" - especially industry influencers.

Newspapers, broadcast channels and stations, online news sites, industry trades, business journals, and industry experts.

NGOs & Civil Society

Nonprofits, public interest groups, community organizations, watchdog and advocacy groups. Typically organizations that could either evaluate and influence others around how a company meets its own claims, specifically around social or environmental responsibilities.

World Wildlife Fund, Greenpeace, Sierra Club, Human Rights Watch, Rainforest Action Network, local environmental groups, labor rights organizations, community development nonprofits, public health advocacy groups.

Regulators, Policy Makers & Ratings Bodies

Government agencies, lawmakers, ratings agencies that assess whether a company is complying with rules, managing risk, and meeting formal performance or disclosure expectations.

FTC, SEC, EPA, Department of Labor, European Commission, state attorneys general, banking regulators like the Federal Reserve, and ratings agencies like Sustainalytics, ISS, and EcoVadis.

Partners & Supply Chain

Suppliers, vendors, distributors, contractors, and business partners that help a company operate and need confidence in its standards, reliability, and way of doing business, as well as oversight that these partners meet the company's own criteria and sustainability guidelines.

Third-party companies that participate in or create some level of a company's product or services. Examples include suppliers, logistics providers, contracted manufacturers, distributors, wholesalers, franchisees, channel partners, technology partners, consultants, etc.