Unity Score™ — The Methodology

Your marketing's
credit score.

Your marketing's
credit score.

The Unity Score is a proprietary 0100 composite metric that measures how well your marketing stack works as a single, connected intelligence system not as a collection of disconnected tools.

Updated every 24 hours. Built from 14 weighted signals across three engines.

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How it’s calculated

Three engines.

One composite truth.

Three engines.

One composite truth.

Each engine contributes a weighted sub-score. Together, with the Unity Multiplier applied when all three are active, they form the Unity Score.

GEO Engine™

of Unity Score™

40%

GEO Engine™

of Unity Score™

40%

Vibe Creative Studio™

of Unity Score™

30%

Vibe Creative Studio™

of Unity Score™

30%

Media Intelligence™

of Unity Score™

30%

Media Intelligence™

of Unity Score™

30%

Integration bonus: Unity Multiplier™ ×1.35 applied when all 3 engines active

84

Unity

Output

Unity Score™

A single 0–100 composite score.
Updates every 24 hours.
Your marketing credit score.

The Unity Multyplier™

Integration creates compounding advantage.

Integration creates compounding advantage.

When all three engines are active and sharing data, your Unity Score™ is amplified by up to 1.35× — because connected signals are exponentially more valuable than isolated data.


This is why Nexus AI isn't three separate tools. It's one unified platform. A brand running GEO, Vibe, and Media Intelligence together — with data flowing between them — doesn't just add the benefits. It multiplies them.

When all three engines are active and sharing data, your Unity Score™ is amplified by up to 1.35× — because connected signals are exponentially more valuable than isolated data.


This is why Nexus AI isn't three separate tools. It's one unified platform. A brand running GEO, Vibe, and Media Intelligence together — with data flowing between them — doesn't just add the benefits. It multiplies them.

SCORE COMPARISON

GEO Engine™ only

72

GEO + Vibe

76

All three engines

×1.35

84

Unity Multiplier™ adds up to +14 score points

All three engines required. Partial integration = partial benefit.

GEO data informs Vibe

GEO data informs Vibe

AI citation patterns reveal what language converts - feeding directly into creative recommendations

AI citation patterns reveal what language converts - feeding directly into creative recommendations

Vibe data informs Media

Vibe data informs Media

Creative performance signals tell the media engine where spend will land hardest

Creative performance signals tell the media engine where spend will land hardest

Media data informs GEO

Media data informs GEO

Channel attribution patterns reveal which AI search placements drive actual pipeline

Channel attribution patterns reveal which AI search placements drive actual pipeline

What Your Score Means

The rules of discovery have changed

AI is the new front door to the internet. If AI doesn't know you exist, neither will your customers.

0 – 30

Disconnected

Marketing channels operate in silos. No attribution clarity, no creative intelligence, invisible to AI search. You're burning budget on guesswork.


No AI search presence

Creative running past fatigue

Attribution gaps >40%

Manual media decisions

31 – 60

Emerging

Some tools in place but not connected. You have data, but it doesn't talk to itself. Decisions happen in isolation. Partial visibility — partial results.

Inconsistent AI mentions

Ad fatigue detected late

Attribution estimated

Budget optimization manual

61 – 85

Connected

Your stack is beginning to work together. The Unity Multiplier™ is activating. Signals from one engine are informing decisions in the others.

Growing AI visibility

Proactive creative rotation

Attribution >70% clear

Spend allocation improving

86 – 100

Unified

Full Unity achieved. All three engines running at peak — and amplifying each other through the Unity Multiplier™ (up to 1.35×). This is compounding marketing advantage.

Top AI search presence

Zero creative fatigue

Full attribution clarity

Priority Spend™ optimized

The Dashboard

Everything you need.

One screen.

Your Unity Score lives at the center with engine sub-scores, delta tracking, and a live recommendation feed that tells you exactly what to do next.

Perfect Unity

Overview

GEO

Creative

Media

BR

Entity AI

Unity Score™

0

Fragmented

Base Multiplier

71.2

1.09x

Rank

Top 18%

GEO Engine

67

4,2%

Creative Studio

56

2.8%

Media Intelligence

69

1.3%

Engine Integration

1.12x

Data Connection

1.06x

Feedback Velocity

1.04x

Attribution Linkage

1.03x

AI Search Visibility by Platform

Last 7 days

ChatGPT

142 citations

88

+5.2%

Google AI Overview

267 citations

84

+3.1%

Perplexity

89 citations

79

+8.7%

Gemini

56 citations

71

-2.4%

Total Citations This Week: 554

12.3% vs. last week

AI Recommendations

HIGH

Refresh 3 creative assets past 45-day freshness threshold

MED

Gemini visibility declining — add structured data markup to top 5 pages

MED

Shift 12% of Google budget to TikTok — synergy score will increase

LOW

Brand consistency score dipped — review latest LinkedIn ad copy

Unity Score™ Trend (12 weeks)

Last 7 days

12 weeks ago

This week

12-Week Growth:

+26 points (+50%)

Industry Benchmark: SaaS / B2B

Your Score

78

Industry Median

52

Top 25%

71

Top 10%

86

You outperform 82% of SaaS companies

Perfect Unity

Overview

GEO

Creative

Media

BR

Entity AI

Unity Score™

0

Fragmented

Base Multiplier

71.2

1.09x

Rank

Top 18%

GEO Engine

67

4,2%

Creative Studio

56

2.8%

Media Intelligence

69

1.3%

Engine Integration

1.12x

Data Connection

1.06x

Feedback Velocity

1.04x

Attribution Linkage

1.03x

AI Search Visibility by Platform

Last 7 days

ChatGPT

142 citations

88

+5.2%

Google AI Overview

267 citations

84

+3.1%

Perplexity

89 citations

79

+8.7%

Gemini

56 citations

71

-2.4%

Total Citations This Week: 554

12.3% vs. last week

AI Recommendations

HIGH

Refresh 3 creative assets past 45-day freshness threshold

MED

Gemini visibility declining — add structured data markup to top 5 pages

MED

Shift 12% of Google budget to TikTok — synergy score will increase

LOW

Brand consistency score dipped — review latest LinkedIn ad copy

Unity Score™ Trend (12 weeks)

Last 7 days

12 weeks ago

This week

12-Week Growth:

+26 points (+50%)

Industry Benchmark: SaaS / B2B

Your Score

78

Industry Median

52

Top 25%

71

Top 10%

86

You outperform 82% of SaaS companies

The 14 Factors

What moves your score.

Every factor is weighted, measured, and included in your daily score. Nothing is a black box.

GEO Engine™

Vibe Creative Studio™

Media Intelligence™

AI Citation Frequency

12 pts

How often LLMs cite your brand unprompted across ChatGPT, Perplexity, Gemini, and AI Overview

Brand Mention Sentiment

8 pts

Positive vs. neutral vs. negative sentiment in AI-generated brand mentions across platforms

LLM Share-of-Voice

12 pts

Your brand's percentage of total AI-generated mentions in your category vs. competitors

GEO Content Alignment

8 pts

How well your content structure matches patterns that LLMs preferentially cite and reference

GEO

40 pts

40 pts

Vibe

30 pts

30 pts

Media

30 pts

30 pts

Total Base

100 pts

100 pts

Where Most Brands Stand

The baseline is low.

The opportunity is enormous.

77%

of brands score below 40 on GEO visibility — invisible to AI search

77%

of brands score below 40 on GEO visibility — invisible to AI search

23%

of marketers currently use any form of AI-powered media optimization

23%

of marketers currently use any form of AI-powered media optimization

61–78

average Unity Score™ range for brands onboarding to the full platform

Most brands onboard with a Unity Score™ between 38 and 55.

Brands that achieve full-platform Unity within 90 days reach scores of 82–94 — consistently placing them in the top quartile of their category.

Get Unified.

Get Unified.

Find out how connected — or disconnected — your marketing stack really is. We'll calculate your estimated score before our first conversation.

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