For SaaS Startups
Your Startup Is Invisible to AI — And Your Customers Are Asking It for Recommendations
40% of enterprise apps will feature task-specific AI agents by end of 2026. When those agents select tools for your customers, your product needs to be in the running. Most market leaders aren't.
Check Your Agent Visibility FreeThe Invisible Product Problem
Salesforce is the #1 CRM. Agents can't use it. Figma dominates design. Agents can't see it. WordPress powers 43% of the web. Agents skip it entirely. Market leaders with UI-first products are becoming invisible to AI agents because agents need APIs, self-serve access, and simple integration paths. If your product requires a demo to onboard, agents will never choose it.
Perfect For
Built for teams who need to understand their AI presence
Solo Founder
Track your AI visibility without hiring a marketing team
VP of Product
Understand whether agents recommend your product or route customers to API-first challengers
Head of Growth
Add the AI visibility channel to your growth model before competitors claim it
Product Marketing
Build positioning that works for both human buyers and the agents advising them
How It Works
Define Your Category
Add your product, category, and competitors. We generate agent-style prompts that simulate real tool selection scenarios.
Track Agent Visibility
See how often agents mention, consider, and select your product across leading AI platforms and model versions.
Close the Gaps
Get specific recommendations: improve API documentation, add self-serve onboarding, optimize for the signals agents actually use.
From invisible to chosen
Know exactly where your SaaS product stands in agent recommendations, which competitors are gaining ground, and what signals to optimize.
Invisible to autonomous agents
Tracking AI visibility across models
What you'll get
Everything you need to understand and improve your AI visibility.
- Monitor your visibility across conversational AI and autonomous agents
- Track AI visibility rate vs competitors in your category
- Get competitive displacement alerts when a rival gains agent share
- Measure cross-model consistency so one platform's bias doesn't blindside you
Cross-Model Visibility
See how your product ranks across ChatGPT, Claude, Gemini, and 6 other platforms. One model's bias shouldn't be a blind spot.
Competitive Displacement Alerts
Get notified when a competitor gains agent share in your category. Catch API-first challengers before they take your customers.
Agent Signal Scoring
Measure the signals agents actually use: API simplicity, self-serve access, documentation quality, training data presence.
The Missing Layer in SaaS Intelligence
G2 tracks human reviews. SEO tools track search. Nobody tracks what AI recommends to your customers.
Human reviews, analyst rankings
Agent selection behavior
In-product usage, conversion funnels
Pre-selection: whether agents even consider you
Agent selection rate, competitive displacement, cross-model visibility
No AI visibility monitoring
Common Questions
Answers to what you're probably wondering
Is AI visibility really relevant for enterprise SaaS?
AI is increasingly how buyers discover and evaluate products. When someone asks ChatGPT or Claude for a recommendation in your category, the AI's response determines which brands get considered. If your product isn't visible to AI, you're missing a growing share of buyer discovery.
We sell through enterprise sales, not self-serve. Does this matter?
It matters more for you. Self-serve, API-first competitors like HubSpot (vs Salesforce) and Cal.com (vs Calendly) are gaining agent visibility because agents can evaluate and integrate them without human gatekeepers. Enterprise sales processes are invisible to agents.
How do we improve our agent visibility?
The signals are clear: API simplicity (fewer lines to integrate), self-serve onboarding (free tier with instant API key), documentation recency (recent tutorials and examples), and pricing transparency (per-unit pricing agents can calculate). We show you exactly where you score and what to fix.
Don't let AI recommend around you
See your AI visibility rate. Know which competitors are gaining. Fix the signals that matter.
Check Your Agent Visibility Free