Candidates increasingly use AI and search to research companies and decide where they want to work.
They ask questions about culture, leadership, compensation, career growth, work-life balance, stability and the overall employee experience. AI systems answer those questions by synthesizing information from across the web, including company information, workplace insights, news, job listings and other public sources.
For employers, this creates a new part of the candidate journey to understand.
Built In’s AI Employer Intelligence Platform helps companies measure how they are discovered and described across AI and search.
Understanding Employer Reputation in AI
Employer reputation is shaped by many different sources and experiences.
Candidates may visit a career site, read workplace insights, search for company information, follow news coverage or ask people in their network. Increasingly, they can also ask an AI system to bring many of those signals together into a single answer.
Built In measures what those systems communicate about employers across topics candidates commonly research, including:
Workplace perception
Career growth and development
Compensation and benefits
Culture and values
Leadership and management
Work-life balance and wellbeing
Stability and growth
This gives employers a consistent way to understand how they are represented across AI over time.
Built In measures the information and perceptions being surfaced. It does not determine whether an employer is a good or bad place to work.
Measuring Employer Visibility
Reputation and visibility are related, but different.
An employer may have substantial information available about one topic, role or location while being much less visible for another.
Built In measures how frequently employers appear when candidates ask relevant questions across AI and search, allowing companies to understand differences across areas such as:
Roles and functions
Locations and markets
Candidate audiences
Employer topics
AI platforms
This helps companies identify where candidates can easily find useful information and where information may be limited or difficult to discover.
Understanding the Information AI Uses
AI-generated answers can draw from many different sources.
Built In helps employers see which sources are being surfaced, which themes recur across answers and where information may be incomplete, outdated or inconsistent.
For example, an employer may discover that:
Candidates can easily find information about benefits but very little about career development.
Information about a workplace policy is outdated across the web.
AI systems provide different answers about the same employer depending on the question or platform.
Certain roles or locations have significantly less information available than others.
This provides a clearer picture of the information environment candidates encounter when researching an employer.
Making Accurate Information More Discoverable
Built In also helps companies make accurate, current information about their workplace easier for candidates and AI systems to find.
That can include company profiles, jobs, workplace information and employer content distributed through Built In and across search and AI discovery surfaces.
The goal is straightforward: give candidates access to more complete and useful information when evaluating an employer.
Built In then continues measuring visibility and perception as the information available across the web, candidate questions and AI systems change.
Built In’s Role
Built In has spent more than 15 years helping people understand companies, careers and the world of work.
For candidates, Built In provides unique company information and workplace insights covering both the strengths and challenges of the employee experience so people can make more informed career decisions.
For employers, Built In provides intelligence into how they are discovered and perceived across AI and search, helping companies understand what information candidates encounter and where accurate information could be easier to find.
Better information gives candidates more context to make career decisions. Better intelligence gives employers a clearer understanding of how they are represented throughout that process.
