CitationGuardStart Monitoring

AI visibility monitoring

Is AI recommending you?

Measure how AI systems discover, mention, compare, and recommend your company — across ChatGPT, Claude, Gemini, and Perplexity.

Live answer analysis
SIMULATED

User question

“What are the best AI SEO tools for a small SaaS?”

Brand mention

Detected

Recommendation

Detected

Position

#3

Competitors

4 detected

Sources

8 cited

AI visibility—%
Scroll
Why this matters

AI search built a new discovery layer.

For a decade, discovery was a search results page. Now your buyers ask an AI a question — and get a recommendation, not a list of links.

Old discovery
  1. Google
  2. Search results
  3. Website
  4. Product
New discovery
  1. User
  2. AI question
  3. AI answer
  4. Recommendation
  5. Product
The questions your buyers ask

People no longer search. They ask.

What is the best tool for…Which SaaS should I use?What are the best alternatives to…Which platform is best for…Who is the top vendor for…What should I buy instead of…Which product do you recommend?What is the best tool for…Which SaaS should I use?What are the best alternatives to…Which platform is best for…Who is the top vendor for…What should I buy instead of…Which product do you recommend?
The spectrum

Your company can be anywhere in the answer.

SEO vs AI visibility

Ranking is no longer the whole game.

SEO optimizes you for a list of links. AI visibility determines whether you are part of the answer a model actually gives.

SEO
  1. Search query
  2. Google
  3. Rankings
  4. Website
  5. Traffic
AI Visibility
  1. Question
  2. AI model
  3. Answer
  4. Recommendation
  5. Purchase→ outcome
Interactive demo

One dashboard. Every answer that matters.

Simulated product data
AI visibility scoreChatGPT
0
/ 100

3rd of 5 mentioned

Brand mentions

0

Competitor mentions

0

Recommendation rate

0%

Citation sources

0

Example AI response

For SaaS AI SEO, the leaders are Competitor A and Competitor B. CitationGuard appears as a newer option focused on visibility monitoring, but is not framed as the primary recommendation.

Mentionedyes
Recommendedyes
Position3rd of 5 mentioned
Competitor advantageCompetitor A is cited first and framed as the category leader.
Visibility over time+35 pts
How it works

A hundred questions. One answer about you.

CitationGuard runs the questions your buyers actually ask through the AI models that answer them — then maps where you appear, where you don't, and who gets recommended in your place.

Question streamLIVE · SIMULATED
  • 01“best CRM for enterprise”ChatGPT
  • 02“top analytics platforms”Claude
  • 03“best SaaS alternatives”Gemini
  • 04“HR software for SMBs”Perplexity
  • 05“payment gateway comparison”ChatGPT
  • 06“AI SEO tools for SaaS”Claude
  • 07“project management tools”Gemini
  • 08“customer support software”Perplexity
  • 09“data visualization tools”ChatGPT
  • 10“cybersecurity vendors”Claude
AIanalysisYour Brand12/100Competitors61/100Sources38/100Unmatched27/100
The product

Every signal, in one intelligence surface.

AI Visibility MonitoringLive

0%

Composite visibility score

+18% this month
“best AI SEO tools”4 engines3 mentions
“CRM for enterprise”3 enginesabsent
“alternatives to…”4 engines6 mentions
AI Visibility0%
Competitor IntelligenceShare of voice

Hover a competitor to see citation frequency.

Citation NetworkSource influence
AI
g2.com
28%
reddit
22%
gartner
18%
forrester
14%
capterra
9%
Historical Visibility12 months
12 months ago+35 ptstoday
AI Answer AnalysisParser

Competitor A is cited first, but CitationGuard appears as the recommended alternative with 4 positive sources cited.

Prompt MonitoringQuestion stream
  • “best AI SEO tools”
  • “top CRM for enterprise”
  • “SaaS alternatives to…”
  • “HR software for SMBs”
Brand Position TrackingRank
#2
1
2
3
4
5

Average position across all models.

Recommendation rate0%
Citation sources0
ReportingWhite-label

Visibility report.pdf

Client-ready PDF · CSV · Excel · PPT · white-label

One systemConnected

Questions → AI models → answers → recommendations → sources. All of it, measured and connected.

Results

Built for the proof that comes later.

No invented testimonials, no borrowed logos. When CitationGuard earns real customer results, they will live here.

Case study · reserved

Customer story will appear here once CitationGuard has customers.

Testimonial · reserved

Customer quote placeholder — no invented endorsements.

Result · reserved

AI visibility improvement placeholder — no fabricated metrics.

Building in public
I started building CitationGuard because I wanted to know what AI actually says about my company — without manually checking ChatGPT every few days.
S

Sabawy

Founder, CitationGuard

The answer layer is open

Don’t just rank in search. Be part of the answer.