
Information about AEO (AI Search Engine Optimization) is everywhere—from Ahrefs research to LinkedIn influencers boasting their results. Everyone seems to have a playbook, but few explain how to build an AEO strategy from scratch for a SaaS company without a strong organic presence or brand recognition. In 2025, we helped three SaaS companies generate 25% of their pipeline from AI search. This guide shares our step-by-step approach to building an AEO strategy that works for any software business, at any stage—from startups to enterprise SaaS.
Bottom-of-funnel research: Identify the exact keywords, prompts, and product evaluation terms buyers use via SEO tools, customer interviews, and AI search attribution.
Create high-quality owned content: Focus on category-defining content, comparison pages, and competitor alternatives.
Build third-party signals: Earn media mentions, Reddit engagement, YouTube features, and positive reviews to increase AI search citations.
Focus and publish fast: Target 5–10 core prompts, build one topic cluster at a time, and include original data to strengthen authority.
Every AEO strategy starts with research into buyer intent—the exact topics potential customers search for when evaluating solutions.
How to discover these topics:
Use SEO tools like Semrush or Ahrefs to uncover head terms and long-tail variations. Ranking for primary keywords helps capture multiple AI search phrasings.
Ask existing customers who found you via AI search about the prompts they used. This can be added to your onboarding forms or sales calls.
Focusing on bottom-of-funnel topics ensures your content targets high-intent queries that are more likely to convert.

Owned content forms the foundation of your AEO strategy. It should clearly explain your product’s positioning and be easy for AI models to reference.
Content must answer:
Who does your product serve?
What problems does it solve?
How does it work?
Why is it different?
What benefits can users expect?
Key content types:
Define your SaaS category with comprehensive guides and listicles, e.g.:
10 Best Accounting Tools for Small Businesses
10 Best Visitor Identification Tools for Enterprises
These pages are highly cited by AI models and dominate searches for “best X” queries. Implement schema markup (BlogPosting) to help AI engines understand your content.
AI search favors comparison content. Capture buyers actively evaluating options by creating:
What are the best 6sense alternatives?
Best alternatives to RB2B for startups
Best ZoomInfo alternatives for enterprises
Include comparison tables, metrics, ROI data, and clear “best for” recommendations—the format AI engines extract and cite most easily.
Third-party mentions strengthen AI trust and visibility. Focus on:
Media mentions: Pitch listicles or features to influential publishers.
Reddit threads: Participate in discussions relevant to your product.
YouTube mentions: Publish your content or collaborate with influencers.
Review platforms: Build positive reviews on G2, Capterra, and similar platforms.
Case studies show that YouTube mentions often correlate most strongly with AI visibility, even more than branded web mentions.
By optimizing for AI search, Warmly now generates ~25% of demos from AI-powered discovery channels:
Prioritized fresh, original content with short, fact-based answers.
Created detailed comparison tables.
Built a strong presence on G2 and Capterra.
Ranked #1 for high-intent keywords without backlinks.
The result: ~1,000 monthly LLM-driven sessions and citations in 37% of tracked AI conversations.
Audit your current AEO visibility: Tools like Peec AI can benchmark your AI search performance and competitor positioning.
Focus on 5–10 core prompts: Early-stage SaaS brands should hyper-focus on category and competitor terms.
Build topic clusters: Cover a single topic deeply before moving to another to establish authority.
Publish quickly: Early publication helps AI models index and cite content faster—perfection can come later.
Include original data: AI engines prefer statistical content, so conduct research and share insights in your articles.
AEO (AI Search Engine Optimization) is the practice of optimizing content for AI-powered search engines and language models, focusing on buyer intent queries and trusted AI citations.
Combine traditional SEO keyword research with customer interviews. Ask users which prompts they typed when discovering your product via AI.
Listicles, category guides, comparison articles, and competitor alternatives perform best because they directly address buyer intent and AI citation behavior.
Not always. While backlinks help SEO, AI search often prioritizes fresh, high-quality content with strong third-party mentions, reviews, and structured data.
AI engines prioritize trusted third-party references. Media, YouTube, Reddit, and review platform mentions help increase your content’s credibility and AI citations.
Yes. By focusing on hyper-relevant prompts, publishing quickly, and producing high-quality owned content, small brands can capture visibility in AI search and drive high-intent traffic.
Publish quickly, even if not perfect. Early publication allows AI models to index and cite your content faster. Optimization can follow after initial publication.
AI models favor statistical and unique insights. Publishing original research and data strengthens trust, increases citations, and improves ranking for high-intent prompts.
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