The GEO Platform for AI Citation Tracking & LLM Visibility

v1.0 Architecture

The Operating System
for GEO.

Five AI engines. One place to track every citation, every mention, every shift. RankScope is the GEO platform built for teams that need to know exactly where they stand in AI search — and exactly what to do about it.

Regions
Headless Browsers
Forensic Engine
Citation Graph

Your AI citation rate, share of voice, and sentiment — in one place

Most brands have no idea how they're being described in AI responses right now. RankScope changes that. Track your mention rate, share of voice across LLMs, average ranking position, and sentiment score — updated daily, across all five major AI engines.

  • Share of Voice — your slice of all AI brand mentions in your category
  • Mention Rate & Average Ranking Position across ChatGPT, Gemini, Claude, Grok, Perplexity
  • Sentiment Score — how AI engines characterise your brand (0–100)
  • Citation Source Map — which domains AI trusts most for your topics
64 total prompts • 20 mentions (31.3%)

Share of Voice ℹ️

Latest8.68%
Average17.60%

Your brand's mentions vs. all brands in category

Mention Rate ℹ️

Latest4.1%
Average5.2%

How often your brand is mentioned relative to all queries

Average Ranking ℹ️

Latest8.86
Average7.88

Mean position in search results across queries

Sentiment Score ℹ️

Latest50.0
Average50.0

LLM-generated sentiment score for your brand

Top Citing Domains ℹ️

sitebot.co
14
saashub.com
7
capterra.com
3
medium.com
2

Discover which domains cite you most frequently

Industry Benchmark ℹ️

Share of Voice
17.60%
7.12%
Mention Rate
5.16%
69.38%
Avg Ranking
#8
#9.5

Something changed. Here's exactly what.

Your AI citation metrics don't just change — they change for a reason. The Changes engine shows you a forensic diff of any two time periods: what appeared, what was dropped, which competitors entered responses that used to mention only you.

Performance Comparison Table

Compare:Apr 7, 2026vsApr 8, 2026

Showing 1 to 10 of 22 prompts

PromptMention RateAvg RankingShare of Voice
Provide an overview of recent breakthroughs in AI-assisted medical diagnostics, focusing on radiology and pathology...
00/00
10/10
00/00
What are the latest developments in AI-powered customer service chatbots for e-commerce platforms?...
00/00
10/10
00/00
Analyze how Sitebot's AI chatbot features and customer feedback compare to its main competitors...
20%/20%
1.5/7
50%/22.2%

signals

🔍 Event Filters

📈 Model Change🔗 New Citation First Seen👥 Competitor First Seen🌐 Our Site Change

Showing 50 of 50 events

🔗
New Citation Domain: chatbot.com

Domain chatbot.com first appeared citing competitors for: ai-powered-customer-service

📅 Jan 6, 2026, 11:53 AMLow Impact
🔍 Related Query: ai-powered-customer-service
🌐 Domain: chatbot.com
🔗
New Citation Domain: 796c8760.sitebot-website-nextjs.pages.dev

Domain first appeared citing competitors for: sitebot reviews

📅 Jan 6, 2026, 11:53 AMLow Impact
⚠️
Model Drift Alert

2 models updated in the last 14 days. Review impact on key topics and queries.

⏰ Last updated: 07/01/2026

Model update or your problem? Signals tells you which.

There's a big difference between losing AI search visibility because ChatGPT updated their model versus losing it because a competitor outranked you. Signals detects model drift, new citation entrants, and site-side changes — and tells you which one you're dealing with.

  • Model drift detection
  • Competitor movement alerts
  • Citation network mapping
  • Impact level scoring (High/Medium/Low)

Find out which topics you own in AI search — and which you're losing

Topic Analysis maps your LLM visibility across every tracked query — where you're cited, where competitors beat you, and where there's a genuine gap nobody's filled yet. Opportunity Scores rank topics by how winnable they are right now.

Topics Analysis

Showing 1 to 20 of 20 results

TopicMention RateShare Of VoiceAverage RankingPromptsSearch VolumeOpportunity
affordable business website design
0%
0%
1011,200
81%
best website builder with GEO features
10%
100%
111,100
24%
best business website design company
0%
0%
1011,200
81%
business website templates
0%
0%
1011,500
81%
sitebot reviews
20%
22.22%
71250
49%

Create New Action Plan?

Topic?

Personas

Select the personas you are targeting. This will be used to generate content strategy.

EngineeringMarketingHRC-LevelProduct

Stop staring at data. Start knowing what to write.

GEO without a content plan is just monitoring. Action Plans take your citation gaps and turn them into a concrete brief: which topics to cover, which personas to target, which terms to include. No more deciding what to write next.

  • Auto-generated content briefs
  • Persona-targeted recommendations
  • Coverage gap identification
  • Keyword & term suggestions

Studio

business website builder
Blog Post

Add your key points and click 'Generate Content' to begin

📄

Generated content will appear here

Fill in the details and click generate to see your content

Write for AI citation — not just for clicks

Content Studio generates and optimises articles specifically for LLM citation — high factual density, direct answer format, self-contained sections. The GEO Quality Score tells you exactly how citable your draft is before it goes live.

  • Generate new content (30-60s)
  • Optimize existing drafts (30-90s)
  • GEO, Readability & Engagement scoring
  • Markdown support with formatting toolbar

Built for teams that take GEO seriously

Multi-engine tracking across ChatGPT, Gemini, Claude, Grok, and Perplexity. Automated daily scans. Real-time citation analysis. Historical trend tracking. Everything a GEO team needs to move fast and measure what matters.

Multi-Engine Tracking

Monitor your brand across ChatGPT, Gemini, Claude, Grok, and Perplexity with automated query execution.

Automatic Data Collection

Schedule weekly, bi-weekly, monthly, or quarterly tracking runs with zero manual effort.

Real-Time Citation Analysis

Track which domains AI engines cite most, identify new authoritative sources, and monitor competitor citations.

Historical Trend Tracking

Compare performance across any two time periods to measure optimization impact and spot market shifts.

Learn more about GEO

RankScope is built around Generative Engine Optimization — the discipline of ensuring your brand gets cited in AI-generated answers. Before diving into the platform, it helps to understand the broader landscape. Our roundup of the best AI visibility tools in 2026 puts RankScope in context alongside the alternatives, so you can see exactly what sets it apart. Once you're tracking citations, our Citation Tracker feature gives you the forensic detail you need to act on the data — and transparent pricing plans scale with your team.