Prompt
compare usage by role plan company size
Latest observation
Oct 15, 2026
OpenAI APIWeb search: off
Here’s a practical way to compare usage by role, plan, and company size.
1) Usage by role
Look at how different job functions use the product.
Common roles to compare:
- Admin / IT
- Manager / Team lead
- Individual contributor
- Executive / VP
- Operations / Support
- Sales / Marketing
Useful metrics:
- Average logins per user
- Feature adoption by role
- Time spent in product
- Actions per active user
- Retention / repeat usage
What to look for:
- Which roles are most active
- Which roles use advanced features
- Whether admins are more active than end users
- Whether executives are low-frequency but high-impact users
2) Usage by plan
Compare behavior across subscription tiers.
Typical plan segments:
- Free
- Starter
- Pro
- Business
- Enterprise
Useful metrics:
- Active users per account
- Feature usage rate
- Conversion from trial to paid
- Expansion/upgrade rate
- Churn by plan
What to look for:
- Whether higher-tier plans drive deeper usage
- Which features are reserved for premium plans
- Whether free users are active but limited
- Whether enterprise customers use the product more broadly across teams
3) Usage by company size
Compare usage across customer organization size.
Common buckets:
- Small: 1–10 employees
- SMB: 11–50
- Mid-market: 51–250
- Large enterprise: 251+
Useful metrics:
- Seats used vs seats purchased
- Active users per account
- Usage frequency per user
- Team-wide adoption
- Department-level penetration
What to look for:
- Small companies may have higher per-user usage
- Large companies may have more users but lower individual engagement
- Mid-market may show the best balance of breadth and depth
- Enterprises may need onboarding to improve adoption
Best way to present the comparison
Use a table like this:
| Segment | Metric 1 | Metric 2 | Metric 3 | Key insight |
|---|---|---|---|---|
| Role | ||||
| Plan | ||||
| Company size |
Or a matrix:
| Segment | High usage | Low usage | Notes |
|---|---|---|---|
| Role | Manager | Executive | |
| Plan | Enterprise | Free | |
| Company size | Mid-market | Large enterprise |
Recommended analysis approach
- Define “usage” clearly
- Segment users by role, plan, and company size
- Compare core metrics side by side
- Normalize by account size or active users
- Highlight the biggest differences and trends
If you want, I can also turn this into:
- a dashboard spec
- a SQL query
- a presentation slide
- or a short executive summary