From AI Visibility to Real-
World Outcomes
Inner Labs combines proprietary technology with execution to measure, understand, and improve how your brand appears across AI systems.
Platform Capabilities
A System Built for AI-First Discovery
Unlock data and drive outcomes across search, answers, e-commerce, and beyond.
Understand What Customers Are Asking
We track real, high-intent prompts across AI platforms - reflecting how customers actually discover and evaluate brands.
- ⬤AI-suggested high-impact prompts
- ⬤Custom prompt sets defined by your team
- ⬤Clustering by intent (discovery, comparison, trust)
Measure How AI Represents Your Brand
Inner Labs analyzes how your brand appears across AI-generated answers, benchmarking against competitors.
- ⬤Share of Voice - presence vs competitors
- ⬤Visibility - how often your brand appears
- ⬤Position - where you rank in recommendations
- ⬤Sentiment - how your brand is described
- ⬤Citations - which sources AI relies on
Understand What Drives AI Answers
AI responses are influenced by a combination of sources and signals.
Inner Labs identifies:
- ⬤which sources are shaping responses
- ⬤where narratives are inconsistent
- ⬤what is driving competitor visibility
Includes:
- ⬤Source-level analysis (editorial, reviews, community)
- ⬤Narrative gaps and inconsistencies
- ⬤Competitive benchmarking
Execute to Improve AI Outcomes
Inner Labs turns insights into execution - improving how your brand is represented across AI systems.
Execution Areas:
- ⬤Content optimization (pages, structure, positioning)
- ⬤Authority building (editorial, aggregators, third-party sources)
- ⬤Community signals (Reddit, reviews, discussion platforms)
- ⬤Narrative alignment across channels
Track, Refine, and Scale
AI systems evolve continuously - and so does your brand's presence. Inner Labs provides ongoing monitoring and optimization to ensure sustained performance.
Includes:
- ⬤Continuous prompt tracking
- ⬤Performance monitoring
- ⬤Iterative improvements
- ⬤Competitive tracking
Need to deploy AI measurements?
Contact our specialized team to get an impact audit on how AI currently represents and recommends your brand or products.
See How Your Brand
Appears in AI Answers
Experience InnerLabs and uplift your brand