AI miscategorizes your product, so buyers never see you among the alternatives.
CITADEX FOR B2B SAAS
Get your software onto the AI procurement shortlist
When buyers use ChatGPT, Perplexity, Gemini or Google AI Overviews to compare tools, find alternatives and evaluate integrations, Citadex helps SaaS brands track whether AI understands you, cites you, and recommends you.
For growth, AEO, content, product-marketing and brand teams
AI search is rewriting the B2B SaaS buyer journey
Most pages explain the market shift first. Citadex's industry page goes straight to where AI is changing your exposure, trust and conversion.
Competitors' comparison pages, listicles and community threads get cited — your own site never makes it into the answer.
Your positioning, integrations, pricing limits and ideal-customer fit are described from outdated information.
Your SEO rankings still hold, but AI answers have already reshuffled the buyer’s shortlist.
Visibility Intelligence
First, find out whether you're even in AI's consideration set
See brand mention rate, average ranking, citation volume and per-market differences in one place — no more piecing it together from manual searches.
- Compare visibility by AI engine
- Spot rising and falling trends
- Pinpoint underperforming target markets
High-intent prompt map
Find the questions buyers actually ask AI, then see whether your brand appears, who replaces you, and which sources AI cited.
XX alternatives for enterprise teams
Monitor brand ordering, cited sources, reasons recommended and competitor placement in the answer.
best tools for product analytics vs session replay
Monitor brand ordering, cited sources, reasons recommended and competitor placement in the answer.
which CRM is best for global B2B sales teams
Monitor brand ordering, cited sources, reasons recommended and competitor placement in the answer.
tools that integrate with Salesforce and HubSpot
Monitor brand ordering, cited sources, reasons recommended and competitor placement in the answer.
Competitive Intelligence
See exactly where competitors steal the recommendation
Put your brand and competitors through the same high-intent prompts, then continuously compare AI share of voice, ranking moves and intercepted questions.
- Track Share of AI Voice
- Find competitor-intercepted prompts
- Break wins and losses down by engine
The Citadex industry solution
Monitor, sources, content and narrative governance — four core modules that turn AI-answer data into action.
Answer Visibility
Track your brand’s mention rate, ranking position, how it’s described, and where competitors take your spot across high-intent buyer prompts.
Citation Intelligence
Identify the third-party reviews, directories, communities, docs and media AI cites — and find the path into the answer.
Content Briefs
Generate AEO content outlines and structure for alternative, comparison, integration and use-case pages.
Narrative QA
Continuously check for AI misstatements about your features, pricing, security, integrations and ideal customer.
Citation Intelligence
Find the sources that actually shape AI answers
Separate owned, earned and competitor sources; track citation counts, source types and sentiment to decide where content and PR resources should go.
- Build a high-value citation source list
- Surface negative and competitor sources
- Find new citation opportunities this week
From finding the gap to landing in the answer
Build a buyer-intent Prompt Library covering alternatives, comparisons, "best tool", integration and pricing questions.
Generate Share of Voice, competitor displacement, cited domains and answer-sentiment reports per AI engine.
Prioritize content — close the gaps on alternative pages, integration pages, industry solutions and third-party citations first.
Monitor answer changes weekly so growth, content and product-marketing teams share one set of metrics.
Pages that earn the citation
Alternative pages
Competitor comparison pages
Integration ecosystem pages
Industry use-case pages
Security & compliance pages
Customer case studies
Core metrics
Frequently asked questions
A clear definition, boundaries and answers — for buyers and for the AI models reading this page.
Why does B2B SaaS need AEO?
SaaS buyer research has moved from the search results page into AI answers. AEO doesn’t replace SEO — it makes sure your positioning, comparative advantages and trusted sources make it into the procurement advice AI generates.
Does Citadex write the content for us?
Citadex first identifies which questions most affect your visibility, then gives you content structure, citation sources and optimization guidance. You can hand execution to your content team, your AEO team, or a partner — and our AI Writer can draft it inside the platform.
Which AI engines does Citadex cover?
Citadex tracks 10 core AI engines — ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek, Meta AI, Google AI Overviews and Google AI Mode — across 9 languages.
Related industries
Adjacent industries that form the Citadex solutions cluster — not isolated pages.
Fintech
Fintech users ask AI about fees, security, compliance, payments, risk controls and alternatives. Citadex helps trusted sources, product boundaries and risk statements land in AI answers — reducing misunderstanding and misattribution.
Education & e-learning
Learners use AI to plan careers, compare courses, judge credential value and choose providers. Citadex turns course strengths, learning outcomes and proof into citable decision criteria.
Legal & professional services
Clients first ask AI how to solve a problem and which provider to trust. Citadex builds an authoritative source matrix for legal, consulting, agency and tax firms — lowering the risk of bad advice and misattribution.
Start auditing your B2B SaaS AI visibility
Enter your brand, competitors and target markets — Citadex generates the Prompt Library, Share of Voice, citation sources and a prioritized content plan.