All posts
Strategy9 min read
The B2B SaaS AI visibility playbook
A vertical guide for B2B SaaS teams: prompt buckets, content tiers, and the 90-day rollout that gets you cited in your category.
LE
LumenEntity Research
Visibility & AI search team
B2B SaaS buyers research in narrow patterns. Mapping the patterns to content tiers gives you a finite, actionable roadmap.
The four prompt buckets
- Category: 'best ai visibility tool for marketing teams'.
- Comparison: 'LumenEntity vs Competitor X'.
- Alternative: 'best Competitor X alternatives'.
- Integration: 'does LumenEntity integrate with HubSpot'.
Content tiers
- Tier 1: one category pillar with full TL;DR, FAQ, schema.
- Tier 2: one comparison page per top competitor.
- Tier 3: one alternatives roundup per competitor.
- Tier 4: integration pages, one per supported tool.
90-day rollout
- Days 1–14: research and prompt panel.
- Days 15–45: ship Tier 1 + 3 comparison pages.
- Days 46–75: ship 6 alternatives roundups.
- Days 76–90: ship integration pages and review SOV.
Pitfalls
- Comparison pages with no real comparison — LLMs detect and demote.
- Generic alternatives lists — must include your own product, honestly framed.
Frequently asked questions
- Should I name competitors?
- Yes — that is exactly what buyers ask about.
- Do alternatives pages cannibalize comparison pages?
- Rarely, if intent is clearly different.
- How many prompts to track?
- Start with 40 across the four buckets.
B2BSaaSPlaybook
Keep reading
AI Search
GEO vs SEO: 11 differences that change your 2026 playbook
Same content, two scoreboards. Here is exactly where GEO and SEO part ways — and what to do in each.
AI Search
How to rank in ChatGPT Search: a practical 2026 guide
ChatGPT Search picks 3–7 sources per answer. Here is how to be one of them, consistently.