Step 1: Get your recurring revenue numbers right
Separate recurring subscription revenue from one-off setup fees and services. Report ARR or MRR consistently, and show monthly growth. Investors discount numbers that mix recurring and one-off income.
Step 2: Prove customers stay and expand
Net revenue retention — what existing customers pay now compared with a year ago, after churn and upgrades — is one of the clearest signs of product value. Show it by customer cohort and explain why customers expand.
Step 3: Fix pricing for AI usage
Flat per-seat pricing can break when some customers use far more AI than others. Many AI SaaS companies add usage-based or outcome-based elements. Show that heavy users are profitable and that pricing grows with the value delivered.
- Per-seat: simple, but risky for heavy AI usage.
- Usage-based: tracks cost, less predictable revenue.
- Hybrid: base subscription plus usage tiers.
Step 4: Protect gross margin
Traditional SaaS enjoys high gross margins; AI features add inference costs. Report margin after model costs and show a plan to improve it as you scale.
Step 5: Time the raise and prepare the data room
Raise when you can show several months of consistent growth and retention. Prepare a financial model, cohort data, customer contracts, cap table and security documents. For UK early-stage rounds, check SEIS or EIS eligibility, which many angels expect.
AI SaaS fundraising readiness checklist
| Metric | What to show | Common mistake |
|---|---|---|
| ARR / MRR | Recurring revenue only, reported monthly | Including setup fees and services |
| Net revenue retention | By cohort, with reasons for expansion | Only quoting logo churn |
| Gross margin | After inference and hosting | Excluding model costs |
| Sales efficiency | Cost to win a customer versus their value | Ignoring founder-led sales time |
Questions to prepare before you pitch
- How much of your revenue is truly recurring?
- What is your net revenue retention, and what drives it?
- Are your heaviest AI users profitable?
- What is your gross margin after model costs?
- How long does it take to win a customer, and what does it cost?
How KJ Enterprises evaluates saas businesses
KJ Enterprises backs AI SaaS businesses with sticky recurring revenue, pricing that tracks usage and margins that hold up at scale. AutoThink Group builds and runs SaaS products, so we know these numbers well from the operator side.
If that describes your company, you can apply for investment. Related reading: the complete AI SaaS funding guide and how to raise for an edtech company.
Frequently asked questions
What ARR do I need to raise a seed round?
There is no fixed number. Investors weigh growth rate, retention and market size alongside ARR, and some seed rounds happen before meaningful revenue.