CAIN-42 CAIN StudioThe niche: safety for browser-using AI agents
Companies deploying agents that operate websites: procurement, customer accounts, back-office web tools.
Why this niche exists now
- Browser agents became mainstream products.
- Web pages are an easy place to hide instructions.
What people use today, and where it falls short
| What teams do today | Where it falls short |
|---|---|
| Trust the agent | It clicks what it is told. |
| Watch it live | Defeats the purpose. |
What makes SurfGuard different
- Plan review before running.
- Signed human approval for risky steps.
- AI changes signed only if minimal.
How big is the opportunity?
Do not quote market-size statistics on a call. Most published figures are surveys or vendor estimates, and a smart buyer will ask for the source. Size the opportunity per prospect instead, with these questions:
- Do your agents use websites?
- Can they pay or delete?
If the honest answers are "no" or "not yet", they are not a buyer today. Note it and move on; that is good selling, not failure.
Explain the niche in 30 seconds
Companies deploying agents that operate websites: procurement, customer accounts, back-office web tools.
SurfGuard reviews a browser agent's plan before it runs and makes payments, deletions and account changes wait for a signed human approval.
Practise saying this out loud until you can do it without reading. Then say it in your own words.
Words your buyers use
These are the phrases people in this niche type into search engines and use in posts and job ads. Use them to find prospects (page 3) and to talk their language:
browser agent security computer use agent AI browser automation risk agentic browser
Sell it together with
Buyers rarely have just one problem. When this product fits, these often fit too:
| Product | Why it goes together |
|---|---|
| APPROVAL | the human sign-off |
| CODEGUARD | the same idea for coding agents |
| Black Box flight recorder | record the browsing run |
Rule: open with one product. Mention a second only after the first is agreed.
Next: who buys and where to find them →
FIRME AI CORPORATION · CAIN-42 is a Byzantine trust fabric. Numbers marked "our own check" were run by us, not by an independent party. Nothing on these pages is a certification.