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.

attention with podium iq.

Predict attention with Podium IQ.