Be in the answer when buyers ask “what’s the best software for…”.
In B2B, the shortlist increasingly forms inside a conversation with AI. Measure whether your product makes that list and why it gets left out.
- ChatGPT
- Claude
- Gemini
- Perplexity
- Google AI Overviews
20 answers per question, on every engine
AI visibility for B2B SaaS
Built for the questions that decide a software purchase: “best X tool”, “alternatives to Y” and “X vs Y”. We group these questions by category and use case, and show which directories, reviews and communities AI relies on to answer.
Four metrics that matter.
Category mentions
How often you appear in “best software for…” questions.
Alternative capture
Whether you show up when someone asks for alternatives to a competitor.
Comparison wins
Who AI favours in “A vs B” questions.
Source influence
The weight of G2, Capterra, Reddit and technical blogs in answers.
Four steps to your first analysis.
- 01
Define the category
Choose the categories and use cases where you want to win.
- 02
Benchmark competitors
We measure your direct competitors on the same topics.
- 03
Close the gaps
Comparison pages, documentation and review presence.
- 04
Report to leadership
Monthly reports with trends and impact by topic.
The essentials
- Alternative and comparison questions carry the highest purchase intent.
- Reviews and communities weigh more than your own site.
- Clear public documentation helps AI describe your product correctly.
- Measuring by category avoids decisions based on a single question.
Frequently asked questions
Is it useful before product-market fit?
Yes, as a diagnostic. It shows which competitors AI associates with your category and the language it uses to describe it.
Does it integrate with HubSpot or Salesforce?
Reports can be exported, and the Pro plan API sends data to your CRM or data warehouse.
How do I prove ROI to leadership?
We connect answer share to AI-referred traffic in GA4 and show the trend by topic over time.
See where your brand stands in AI search.
7 days free, no card. Your analysis, your competitors and a sample action plan.