Buyers in every B2B software category are using AI to build shortlists. TrueCite tracks when AI engines recommend your brand, diagnoses why they recommend competitors instead, and gives you the content to change the outcome.
Buyers move through three stages in AI conversations. You need visibility at all three.
Stage
Awareness
Example prompt
“"What are the best tools for HR onboarding?"”
Why it matters
AI engines surface category leaders. Not appearing here = not in consideration.
Stage
Comparison
Example prompt
“"Compare [Your Brand] vs [Competitor]"”
Why it matters
AI engines synthesize reviews, G2, and structured data. Sentiment matters here.
Stage
Decision
Example prompt
“"Is [Your Brand] good for enterprise HR teams?"”
Why it matters
AI engines cite specific case studies, reviews, and authority sources. Position matters.
These are the signals TrueCite checks and that the top AI engines weight most heavily.
FAQPage JSON-LD schema
Structured Q&A data on product pages. Direct signal for AI answer generation.
Organization JSON-LD with sameAs
Establishes brand identity across review sites, LinkedIn, Crunchbase.
llms.txt on domain root
Guides AI crawlers to priority product, pricing, and case study pages.
G2 / Capterra review volume
Third-party review platforms are heavily cited by AI engines in recommendations.
Answer-first content paragraphs
Definitional content that directly answers buyer-intent questions gets cited.
HowTo schema on integration guides
Step-by-step structured data signals expertise and gets cited in how-to answers.
Track how often AI engines recommend your brand across your target buying prompts. Score by engine, prompt, and competitor.
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See which engines favor your competitors and why. Gap analysis tells you the exact signals they have that you don't.
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Generates FAQ blocks, JSON-LD schema, and answer paragraphs for every missed scan. Write the brief, ship the content.
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Page-level audit across your entire site. Technical, content, and AI-readiness scores with prioritized fix recommendations.
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Add these to your TrueCite prompt library to track your visibility for the most commercially valuable buyer queries. Start tracking →
"What is the best [your category] for [use case]?"
Highest buyer intent. If you are not in this answer, you are not on the shortlist.
"How does [your product] compare to [competitor]?"
Evaluation stage. Buyers use AI to shortlist — you need to appear here.
"What does [your product] integrate with?"
Technical evaluation. Integration pages with schema are highly citable.
"How much does [your product] cost?"
Pricing research. A well-structured pricing page with schema captures this.
"Is [your product] good for [team size / industry]?"
Fit assessment. Use-case landing pages and case studies are the fix.
Read our full AEO for SaaS guide →
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