For SaaS Companies
Your Product Is Invisible to the Agents Building Your Customers' Workflows
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.
The 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
VP of Product
Understand whether agents recommend your product or route customers to API-first challengers
Head of Growth
Add the agent decision 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 22+ 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 agent selection 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 agent selection 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 19+ 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 agents choose for 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
Nothing in agent decisions
Common Questions
Answers to what you're probably wondering
Is agent selection really relevant for enterprise SaaS?
Gartner predicts 40% of enterprise apps will feature task-specific AI agents by end of 2026, and AI agents will intermediate $15 trillion in B2B purchasing by 2028. When agents build workflows for your customers, they pick the tools. If your product isn't agent-accessible, the agent picks a competitor that is.
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 agents build around you
See your agent selection rate. Know which competitors are gaining. Fix the signals that matter.