Every Analysis Method in Detail

ZENO Visibility offers not only analytics for ChatGPT, Gemini & Co., but also a complete infrastructure for building AI authority. From Visibility Audits to Semantic Core Construction and content generation to CMS publishing and export workflows — all modules work together seamlessly.

Here we show every method step by step — with real examples, concrete tool navigation paths, and clear recommendations for greater visibility in AI systems.

26 analysis methods

Monitor

How do I find out if AI platforms mention me at all?

Run Visibility Scan

📍 Research-Engine → Prüfung starten

Many marketing experts neglect to systematically check if and how ChatGPT, Gemini or Perplexity mention their brand. A scan sends all configured prompts to AI models and analyzes every response for mentions, position and score.

ZENO · Run Visibility Scan
PromptGPT-4oGeminiPerplexity
Bestes CRM für Mittelstand?✅ Pos. 2✅ Pos. 1
Marketing-Software Vergleich✅ Pos. 4✅ Pos. 3
B2B SaaS Empfehlung✅ Pos. 1✅ Pos. 5
Method in detail
Monitor

How do I measure my AI visibility at a glance?

Check Visibility Score

📍 Cockpit → KPI-Übersicht

The visibility score condenses mention rate, sentiment, and ranking position across all scanned AI models into a single metric (0–100).

ZENO · Check Visibility Score
72

Sichtbarkeits-Score

+8
Method in detail
Monitor

How do I find out if my visibility is improving or declining?

Analyze Visibility Timeline

📍 Research-Engine → Sichtbarkeits-Verlauf

A single measurement says little — the trend over weeks and months reveals whether actions are working or an algorithm update has shifted AI perception.

ZENO · Analyze Visibility Timeline
Jan
Mai
Okt
Method in detail
Monitor

How do I quickly test what a specific AI model responds to a particular question?

Run Quick Test

📍 Research-Engine → Schnelltest (▶)

Sometimes you need an immediate answer: What exactly does GPT-4o say to this one question? The quick test sends a single prompt to a chosen model and shows the full response in real-time.

ZENO · Run Quick Test
GPT-4oerwähnt

"Beste CRM-Software für Mittelstand?"

…Für den Mittelstand empfehle ich besonders NordConsult CRM, da es speziell auf die Bedürfnisse…

Method in detail
Monitor

How do I monitor my AI visibility automatically without having to take action myself?

Set Up Autotracking

📍 Research-Engine → Autotracking

Manual checking gets forgotten — autotracking doesn't. Once configured, ZENO scans all prompts across all models at regular intervals.

ZENO · Set Up Autotracking
Mo 09:00: Scan gestartet — 24 Prompts × 4 Modelle
Mo 09:12: Scan abgeschlossen — Score: 72 (+3)
Mi 09:00: Nächster geplanter Scan
Method in detail
Monitor

How do I find out what AI specifically says about me?

Analyze Result Detail

📍 Research-Engine → Tracking → Zeile anklicken

Knowing you're mentioned isn't enough — context matters. The result detail shows the full AI response, highlights your brand, analyzes tone, and identifies mentioned competitors.

ZENO · Analyze Result Detail
Perplexityerwähnt (Pos. 3)

"B2B Marketing Automation Vergleich"

…Neben HubSpot und Salesforce ist auch NordConsult eine starke Option, besonders für mittelständische Unternehmen mit Fokus auf…

Method in detail
Monitor

How do I find out what each AI model says about me?

Compare AI Model Analysis

📍 Cockpit → Modell-Übersicht

ChatGPT, Claude, Gemini, Perplexity — each model weighs sources differently. Model analysis shows the differences at a glance.

ZENO · Compare AI Model Analysis

GPT-4o

78

Claude

65

Gemini

52

Perplexity

84
Method in detail
Monitor

How do I find out if an AI has changed its response about me?

Detect Changes (Diff)

📍 Research-Engine → Veränderungen

AI models update their knowledge base constantly. The diff view compares two scan runs of the same prompt and shows every change.

ZENO · Detect Changes (Diff)

Scan 03. Jun

85

Scan 10. Jun

62
Method in detail
Monitor

How do I get automatically notified when something important changes?

Configure Alerts

📍 Cockpit → Alerts

Not every change is critical — but some are. Alerts automatically notify the team when the score drops significantly or a mention disappears.

ZENO · Configure Alerts
14. Jun: Score ↓ –15 bei GPT-4o → Alert ausgelöst
08. Jun: Neue Erwähnung bei Perplexity
01. Jun: Wettbewerber XY erstmals erwähnt
Method in detail
Monitor

How do I find out if different phrasings lead to different results?

Run Prompt Comparison

📍 Research-Engine → Batch-Test → Vergleichen

Different phrasings produce completely different AI responses. Prompt comparison shows which formulations trigger brand recommendations — and which don't.

ZENO · Run Prompt Comparison

"Bestes CRM für Mittelstand"

85

"CRM Software vergleichen"

31
Method in detail
Monitor

How do I test many prompts simultaneously across multiple AI models?

Run Batch Tests for Prompt Series

📍 Research-Engine → Batch-Test

Instead of testing prompts manually, batch testing scans dozens of questions simultaneously across multiple AI models.

ZENO · Run Batch Tests for Prompt Series
PromptGPT-4oClaudeGemini
Beste Marketing-Software?
CRM für KMU?
SEO-Alternative?
B2B Automation Vergleich
Method in detail
Monitor

How do I choose the right questions to monitor?

Configure & Optimize Prompts

📍 Einrichten → Prompts verwalten

Analysis quality depends on the prompts. ZENO suggests industry-specific questions that marketing experts can use as a starting point.

ZENO · Configure & Optimize Prompts
"Beste Software für [Branche]?"💡 Vorschlag
"[Produkt] Alternative"💡 Vorschlag
"[Branche] Tool Vergleich 2026"💡 Vorschlag
"[Problem] lösen — welches Tool?"🔧 Eigener Prompt
Method in detail
Monitor

How do I find out which sources AI uses and whether my content is cited?

Evaluate Source Tracking

📍 Quellenanalyse → Quellen-Tracking

AI systems cite sources — but which ones? Source tracking reveals which URLs, domains, and content types are actually referenced.

ZENO · Evaluate Source Tracking
blog.nordconsult.de/guide23×
nordconsult.de/produkte14×
docs.nordconsult.de/api
nordconsult.de/about
Method in detail
Monitor

Which of my pages are cited most — and why exactly these?

Deepen Citation Analysis

📍 Quellenanalyse → Zitations-Analyse

Citation analysis goes beyond counting: it shows the context in which a URL is cited, for which prompts it appears, and whether the citation is positive or neutral.

ZENO · Deepen Citation Analysis
SeiteZitierungenKontext
blog.nordconsult.de/crm-guide23×"Empfehlung"
nordconsult.de/preise14×"Vergleich"
nordconsult.de/case-study"Referenz"
Method in detail
Monitor

How does my domain compare to competitor domains in AI citations?

Compare Domain Visibility

📍 Quellenanalyse → Domain-Vergleich

The domain comparison puts citation frequency of different domains side by side — own and competitors'. Marketing professionals see at a glance which domains AI prefers.

ZENO · Compare Domain Visibility

nordconsult.de

47

competitor-a.de

62

competitor-b.com

35

branchenblog.de

28
Method in detail
Monitor

How do I find out how I compare to my competitors?

Run Competitor Comparison

📍 Cockpit → Wettbewerber → Analyse starten

Most marketing experts know their SEO competition — but completely neglect AI competition. The competitor comparison shows mention ranking, cited URLs, and share of voice.

ZENO · Run Competitor Comparison
MarkeScoreTrend
Eigene Marke72↑ +8
Wettbewerber A68↓ −3
Wettbewerber B54
Wettbewerber C41↑ +12
Method in detail
Monitor

How do I find out who my relevant competitors in AI responses are?

Identify AI Competitors

📍 Cockpit → Wettbewerber → KI-Vorschläge

AI competitors are often not the same as traditional market competitors. ZENO automatically identifies which brands are recommended in the same AI responses.

ZENO · Identify AI Competitors
CompetitorX GmbH34×🔴 Neu erkannt
AlternativY Inc.28×🟡 Bekannt
MarktführerZ AG45×🟡 Bekannt
StartupW12×🔴 Neu erkannt
Method in detail
Monitor

How do I find out my overall AI visibility status?

Run Visibility Audit

📍 Handlungsempfehlungen → Sichtbarkeits-Audit

The visibility audit provides an AI-supported overall assessment with grade (1–6), identifies strengths and weaknesses, and prioritizes specific actions.

ZENO · Run Visibility Audit
2.3

Audit-Ergebnis

Note 2 (Gut)
Method in detail
Monitor

How do I find out where my biggest weaknesses are — and what works fastest?

Identify Deficits & Generate Impulses

📍 Handlungsempfehlungen → Defizite & Impulse

The deficit analysis evaluates all previous scans and shows where the biggest gaps are. Impulses prioritize by effort and impact.

ZENO · Identify Deficits & Generate Impulses
Sofort: FAQ-Seite für Top-3-Prompts erstellen
Diese Woche: Schema-Markup auf Produktseiten ergänzen
Nächster Sprint: Gastbeitrag auf zitierter Domain platzieren
Method in detail
Monitor

How do I find out which topics and trends I'm missing in my industry?

Start Market Discovery

📍 Handlungsempfehlungen → Markt-Discovery

Discovery analyzes trend topics, content gaps, monitoring gaps, and competitor insights.

ZENO · Start Market Discovery
KI-Sichtbarkeit für Rechtsanwälte🟢 Opportunity
Prompt-Optimierung für E-Commerce🟡 Früh dran
Brand-Safety in KI-Antworten🟢 Opportunity
Schema.org für AI Overviews🟠 Besetzt
Method in detail
Authority

How do I define how AI systems should categorize my brand?

Build Semantic Core

📍 Authority → Projekte → Semantic Core

The Semantic Core defines core topics, expertise fields, and unique selling points.

ZENO · Build Semantic Core

KI-Sichtbarkeit

92

B2B SaaS

78

SEO-Alternative

65

Marketing-Tech

58
Method in detail
Authority

What content should I create next to increase my AI visibility?

Find Topic Opportunities

📍 Authority → Ideensammlung

The idea collection aggregates insights from monitor scans, discovery and impulses and suggests content topics with the greatest impact potential.

ZENO · Find Topic Opportunities
FAQ: "Ist [Marke] empfehlenswert?"⚡ Hohe Wirkung
Vergleichsseite: [Marke] vs. [Wettbewerber]⚡ Hohe Wirkung
Leitfaden: [Branchenthema] 2026💡 Mittel
Method in detail
Authority

How do I create content that AI systems prefer to cite?

Generate AI-Optimized Content

📍 Authority → Projekte → Content generieren

Based on the Semantic Core, ZENO generates content specifically optimized for AI readability.

ZENO · Generate AI-Optimized Content

Standard-Blog

45

KI-optimiert

89
Method in detail
Export & Publishing

How do I present results to my team or management?

Export Visibility Reports

📍 Cockpit → KPI-Übersicht → Download

Results are ineffective if not shared. Report export generates shareable JSON and CSV reports for stakeholders and management.

ZENO · Export Visibility Reports

JSON Report

100

CSV Export

100

Management-Briefing

100

API Zugriff

100
Method in detail
Export & Publishing

How do I get generated content directly to my website without copy-paste?

Publish Directly to CMS

📍 Einstellungen → Publishing → CMS-Anbindung

Generated content can be transferred directly to WordPress, Webflow, or any other CMS — no copy-paste, no format loss.

ZENO · Publish Directly to CMS
InhaltStatusZiel
FAQ: KI-Sichtbarkeit✅ LiveWordPress
Hub: Semantic Authority🟡 DraftWebflow
Guide: Prompt-Analyse✅ LiveWordPress
Method in detail
Export & Publishing

How do I turn my analysis results into social media content?

Derive Social Media Snippets

📍 Authority → Social Media Snippets

From every analysis result and generated content, social media posts for LinkedIn, X, and other channels can be automatically derived.

ZENO · Derive Social Media Snippets

LinkedIn Post

92

X/Twitter Thread

87
Method in detail