AI Visibility isn't earned.
It's Engineered.
AI Visibility isn't earned.
It's Engineered.
podium iq blends human intelligence with AI precision to reveal what actions will improve brand awareness. With these insights, you’ll learn how to optimize for AI and how to rank in an LLM, ensuring your brand stands out in AI search.
podium iq blends human intelligence with AI precision to reveal what actions will improve brand awareness. With these insights, you’ll learn how to optimize for AI and how to rank in an LLM, ensuring your brand stands out in AI search.
podium iq combines human and AI precision to show where your brand wins, fades, and how to grow.
From visibility to
impact victory influence momentum
impact victory influence momentum
impact victory influence momentum
Get your GVI score
Get your GVI score
Get your GVI score
GVI (general visibility index) reveals how visible and persuasive you are across models, markets and moments, then isolates the levers you control.
GVI (general visibility index) reveals how visible and persuasive you are across models, markets and moments, then isolates the levers you control.
GVI (general visibility index) reveals how visible and persuasive your brand is across models, markets, and moments, then isolates the levers you control.
GVI (general visibility index) reveals how visible and persuasive you are across models, markets and moments, then isolates the levers you control.
Quantified visibility insights
Instant GVI reports by region or model
Human + AI data interface
Built for strategy, not dashboards
Execute with Battlecards
Prominence Analysis Battlecard
Prominence Lift
Strategic prominence analysis and acceleration plan for securing top ranking in AI search results and lasting market visibility.
Prominence Overview
Market Snapshot
Leaders
Acceleration Plan
Provider Tuning
Content Hooks
Distribution Channels
Competitive Analysis
Advantage
Weakness
Opportunity
Threat
Neutral Sentiment
Sentiment Lift
Understand your brand’s baseline tone and how it’s being portrayed across various AI models.
Neutral Overview
OpenAI — Neutral share coverage% and keyword frequency
Google — Neutral share coverage% and keyword frequency
Perplexity — Neutral share coverage% and keyword frequency
Neutrality Reduction Plan
Brand Presence normalization
Neutral-positive lift
Provider-Specific Tuning
Content Strategy Framework
Brand Clarity
Optimization Hooks
Distribution Channels
Success Metrics
Neutral Share Reduction
Brand Clarity
Provider Parity
Strategic Impact
How-To Content
Content Authority
Strategic analysis and action plan for capturing high-intent users through comprehensive, structured “How-To” content.
The Problem
Current Performance
GVI Score Target
Traffic Capture
Customer Service Impact
Acceleration Plan
Provider Tuning
Content Hooks
Distribution Channels
Agency Action Plan
AI Optimization
Structured Data
FAQ Database
Content Format
Comparison Content
Content Authority
Strategic analysis for improving brand visibility and preference in AI decision-making.
Market Leadership Challenge
Loss of brand visibility in model comparisons (“best”, “vs.”, “alternative to”)
Overrepresentation of competitors in AI decision results
Missing differentiators or structured comparison data
Agency Action Plan
Update and reindex decision-stage content
Apply schema markup for “vs.” and “alternative” queries
Refine brand differentiator messaging for AI retrievability
Data-Rich Assets
Comparison schema, feature tables, and review metadata
Generative FAQs optimized for decision queries
Data-backed benchmark snippets
Success Metrics
Preference Index: Brand mentions vs competitors.
Decision Query Share: Growth in “best/alternative” queries.
Model Parity: Consistency across AI providers.
Strategic Impact: Conversion + trust lift.
Citation Authority
Content Authority
Strategic analysis and action plan for building brand credibility and a verified presence within AI-generated outputs through improved citation performance and structured authority signals.
Leadership Position
Track citation frequency across OpenAI, Anthropic, Google, and Perplexity
Identify top-cited URLs, domains, and content types
Measure brand attribution accuracy and credibility signals
Success Metrics
Citation Frequency: Increase in AI-driven mentions and references
Authority Index: Weighted brand trust and reference score
Strategic Impact: Growth in perceived expertise and brand authority
Agency Action Plan
Expand citation-eligible content (whitepapers, data reports, owned research)
Add structured schema (author, organization, publication date)
Build backlinks and model-recognized reference points across indexed platforms
Content Strategy
Refresh evergreen assets with updated structure and citations
Integrate “credibility hooks” in content (data points, quotes, sources)
Publish multi-format references (text, visual, dataset) across ingestion channels










Where human intuition meets AI precision
Where human intuition meets AI precision
Where human intuition meets AI precision
A fractional podium iq pod that fuses human brand understanding with machine accuracy to grow your share of model.
A fractional podium iq pod that fuses human brand understanding with machine accuracy to grow your share of model.
A fractional podium iq pod that fuses human brand understanding with machine accuracy to boost your brand’s presence in AI models.
A fractional podium iq pod that fuses human brand understanding with machine accuracy to grow your share of model.

Data Scientist
Designs experiments, tracks performance, and turns uncertainty into measurable lift.

Data Scientist
Designs experiments, tracks performance, and turns uncertainty into measurable lift.

Data Scientist
Designs experiments, tracks performance, and turns uncertainty into measurable lift.

Model Operator
Connects data and AI pipelines to automate insights and scale execution.

Model Operator
Connects data and AI pipelines to automate insights and scale execution.

Model Operator
Connects data and AI pipelines to automate insights and scale execution.

Content Strategist
Translates data into narratives that drive attention and brand movement.

Content Strategist
Translates data into narratives that drive attention and brand movement.

Content Strategist
Translates data into narratives that drive attention and brand movement.