YourBrandIs
Invisible
toAISearch
40% of consumer decisions now start with AI. ChatGPT, Perplexity, and Claude are the new gatekeepers. If your brand isn't in their answers, you don't exist.
Comprehensive 7-dimension analysis. No obligation.
The Decision Entry Point Has Changed
Generative AI is fundamentally reshaping how consumers discover and choose brands. The shift is not coming. It has already arrived.
User searches → Clicks links → Compares options → Buys
Brands compete on SEO rankings
User asks AI → AI recommends → User decides
Your position in AI's mind = your market share
Search replaced by AI conversations
Brands invisible to AI
Revenue from invisible brands
Seven-Dimension GEO Framework
Evaluating brand visibility in AI search across 7 dimensions, each scored 0-100
Citation Frequency
How often AI mentions you
Authority Score
Source quality and credibility
Sentiment Quality
How AI describes your brand
Query Coverage
How many query types trigger you
Response Position
Where you rank in AI answers
Content Depth
How much AI knows about you
Platform Reach
Cross-platform consistency
Seven Competitive Moats
Each advantage compounds over time. Any one is a differentiator. Together, they form an unassailable position.
Causal Experimentation
Others guess what works. We prove it.
RCT-grade experimental design with control groups, interrupted time series analysis, and difference-in-differences methodology. We isolate the precise impact of every intervention. Not correlation, but causation. Same budget, 3x the clarity.
Self-Evolving Intelligence
Experience plateaus. Data compounds.
Nine specialized AI agents operate around the clock: monitoring, analyzing, creating, auditing. Every experiment feeds the system. Every failure becomes a permanent safeguard. 8-minute diagnostics replace 3-5 day manual reviews.
Performance-Linked Pricing
Pay for outcomes, not effort.
We pioneered CPPP (Cost Per Percentage Point), the first standardized unit economics for GEO. Like CPC transformed paid search, CPPP makes every dollar of investment measurable and accountable.
Regulatory-Grade Compliance
Built for pharma. Ready for anything.
Full-chain compliance from official documentation to AI-powered audit. Starting from pharmaceutical OTC, one of the most regulated verticals, our framework scales to any industry. 90% of competitors simply cannot enter these markets.
Compound Data Advantage
Every client makes every client better.
Experiment data flows into a shared intelligence layer. Same-industry transfers cut CPPP by 30-50%. Cross-industry insights propagate through Bayesian validation. At 100 clients, the advantage gap becomes a moat.
Integrated Brand Defense
Win positions. Then hold them.
Continuous monitoring detects competitor moves, model drift, and negative information infiltration in real time. Monthly health scans across all major AI platforms. Not just a GEO agency. Your brand's immune system for the AI era.
Cumulative Value Architecture
Your data gets more valuable over time.
Baseline metrics, intervention histories, industry priors, and predictive models compound with every engagement cycle. Year one builds the foundation. Year three creates an irreplaceable strategic asset.
Five Generations of Rigor
Our methodology didn't start complete. It evolved through five generations of experimentation, each building on the last, each making every result more precise.
RCT Experiments
Controlled 4-Group Design
Intervention, retention, control, and zero-baseline groups. Precisely isolates natural fluctuation from true treatment effect. Net Lift = your real impact.
Time Series Analysis
ITS Trend Detection
Beyond before-and-after comparison. Detects statistically significant jumps and slope changes at intervention points. One chart tells the full story.
Difference-in-Differences
Competitor-Controlled Causal Inference
Uses competitor performance as a natural control group. Precisely separates your intervention effect from shared market trends.
Bayesian Adaptive
Real-Time Knowledge Transfer
Continuously updates probability estimates without waiting weeks for conclusions. Cross-client insights transfer automatically through Bayesian priors.
Prediction Engine
Anticipating Model Drift
With sufficient data, reverse-engineers the direction of LLM weight shifts. Moves from following rules to predicting how rules will change.
RCT Experiments
Controlled 4-Group Design
Intervention, retention, control, and zero-baseline groups. Precisely isolates natural fluctuation from true treatment effect. Net Lift = your real impact.
Time Series Analysis
ITS Trend Detection
Beyond before-and-after comparison. Detects statistically significant jumps and slope changes at intervention points. One chart tells the full story.
Difference-in-Differences
Competitor-Controlled Causal Inference
Uses competitor performance as a natural control group. Precisely separates your intervention effect from shared market trends.
Bayesian Adaptive
Real-Time Knowledge Transfer
Continuously updates probability estimates without waiting weeks for conclusions. Cross-client insights transfer automatically through Bayesian priors.
Prediction Engine
Anticipating Model Drift
With sufficient data, reverse-engineers the direction of LLM weight shifts. Moves from following rules to predicting how rules will change.
Full-Spectrum AI Coverage
We optimize your brand's presence across every major generative AI platform, both global and domestic, ensuring comprehensive visibility wherever your audience asks questions.
Global Platforms
China Domestic Platforms
Platform coverage is continuously expanding as new AI search engines emerge.
B2B SaaS | Hardware-Accelerated Cloud Platform
Proven Results
Before
0After 90 Days
Composite GEO Score
3.2×
AI Appearances
more AI-generated responses
38%
Citation Rate
up from 12%
#1.8
Avg. Position
up from #4.2
Your 0-90 Day Journey
Start small, then scale. See data first, then decide.
Diagnose
Baseline sampling + 7-dimension scoring
Deliverable
Diagnostic report + dashboard live
Intervene
Content deployment + weekly iteration
Deliverable
Intervention content + W4 mid-term report
Validate
Final sampling + Net Lift attribution
Deliverable
Final report + ROI calculation
Minimum 5 percentage point improvement in your composite GEO score within 90 days. Fall short, and you receive a full refund of Phase 2 fees. No caveats. No fine print.
Get Your Free GEO Audit
A comprehensive analysis across all seven GEO dimensions. No obligation. Just data.