Generative Engine Optimization for B2B SaaS.
B2B Software-as-a-Service companies selling subscription products to other businesses.
Buyers research SaaS through informational queries: comparisons, alternatives, definitions, and how-to guides. Each of these query types is increasingly answered by ChatGPT, Perplexity, Claude, and Google AI Overviews — without a click to your site.
+20 percentage point citation lift in 60 days.
Or you get a full refund. Single fixed-fee, single SKU, single outcome — built specifically for b2b saas brands ready to win the AI-search era.
Apply for a Sprint →The 5 most common GEO gaps in B2B SaaS
- Comparison pages exist but aren't structured for passage extraction.
- Alternative-to pages name competitors but lack neutral side-by-side criteria.
- Pricing pages are JS-rendered and invisible to LLM crawlers.
- G2 / Capterra entries exist but aren't recently updated.
- Brand entity is missing from Wikipedia, Crunchbase, or proper schema.
Each of these is fixable in a 60-day Sprint. CiterLabs's methodology breaks remediation across five mechanisms — entity strength, answer-ready content, third-party signals, schema clarity, and freshness — and ships measurable improvements weekly.
What buyers in B2B SaaS are asking AI engines
These are the prompts a real b2b saas buyer types into ChatGPT, Claude, or Perplexity when researching the category:
- Best [category] tools for [use case]
- [Competitor] alternatives 2026
- How does [your brand] compare to [competitor]?
- Is [your brand] worth it for [use case]?
- [Your brand] vs [competitor]: which is better?
Each of those queries returns an AI-generated answer that cites a small number of brands. If yours isn't one of them, you're losing the consideration set before the buyer ever clicks anything.
What CiterLabs actually does for B2B SaaS clients
Days 1–7: a baseline citation-share measurement across 50 priority prompts in B2B SaaS, across ChatGPT, Claude, Perplexity, and Google AI Overviews. Output: ranked list of prompts where you're invisible and ranked list of where you're already strong.
Days 8–45: execution. Top 30 cornerstone pages restructured for passage extraction. Schema buildout. Entity registration in Wikipedia, Wikidata, and Crunchbase where eligible. Third-party signal seeding through Reddit, listicles, podcast outreach.
Days 46–60: re-measurement. Executive report. If we missed +20 percentage points across the agreed prompt set: full refund, no fight, no fine print.
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Run a free GEO Score for your b2b saas brand.
Paste your domain, get a citation-share preview across ChatGPT, Claude, and Perplexity in about 30 seconds. Free, no commitment, real numbers.