Sample Starter Report

OpsPilot AI — Sample AI Visibility Report

Website: opspilot.ai
Category: AI operations assistant for service and customer success teams

This example shows what a customer receives when they buy the 49 € Starter Report: a clear AI visibility snapshot, competitor pressure analysis, messaging gaps, and a concrete 30-day action plan.

1. Executive Summary

OpsPilot AI has early but inconsistent visibility across major AI answer engines. It performs best when prompts are tightly aligned with customer success operations, service-team coordination, and post-sales workflow automation. It performs worse on broad category prompts where more established platforms dominate recommendation space.

Core takeaway: OpsPilot AI has a believable niche position, but AI systems do not yet treat the brand as a consistent category leader.

2. AI Visibility Score

61 / 100Brand visibility score
34%AI answer share
57 / 100Category clarity

3. Prompt Set Tested

  • Best AI operations assistant for customer success teams
  • Best AI tools for service operations teams
  • AI assistant for reducing support and success workflow overhead
  • Software like OpsPilot AI for customer success operations
  • Best platforms for post-sales workflow automation
  • AI tool for service team handoff and escalation management
  • Customer success AI assistant for renewals and risk monitoring
  • Alternatives to Gainsight for AI-assisted customer success workflows
  • Best SaaS for AI-driven service coordination
  • How to automate customer success operations with AI

4. ChatGPT Visibility

Clear mention: 4 / 10 prompts
Partial mention: 2 / 10 prompts
No mention: 4 / 10 prompts

ChatGPT surfaces OpsPilot AI when the query is specific enough to match its niche. Broader prompts often favor better-known incumbents.

5. Claude Visibility

Clear mention: 5 / 10 prompts
Partial mention: 1 / 10 prompts
No mention: 4 / 10 prompts

Claude gives slightly stronger narrative quality than raw mention frequency and rewards workflow-specific, precise positioning.

6. Gemini Visibility

Clear mention: 3 / 10 prompts
Partial mention: 2 / 10 prompts
No mention: 5 / 10 prompts

Gemini appears to favor more broadly cited category leaders and stronger ecosystem language.

7. Perplexity Visibility

Clear mention: 4 / 10 prompts
Partial mention: 3 / 10 prompts
No mention: 3 / 10 prompts

Perplexity performs best when prompts sound like real operator problems instead of generic category searches.

8. Competitor Mentions

  • Gainsight
  • Totango
  • ChurnZero
  • HubSpot Service Hub
  • Zendesk AI

9. Sentiment Summary

Mostly positive, but not dominant.

  • Useful for workflow coordination
  • Relevant for service and customer success operations
  • Modern operational use case
  • Still perceived as less established than incumbents

10. Key Gaps

  • Category clarity gap
  • Comparison content gap
  • Problem-language gap
  • Weakness on broad prompts

11. Recommended Actions

  • Rewrite the homepage headline with the exact category phrase
  • Create comparison pages such as OpsPilot AI vs Gainsight
  • Add stronger copy around escalations, handoffs, renewals risk, and workflow overhead
  • Repeat high-intent phrases across FAQs and support pages
  • Clarify who the product is for and what workflow it replaces

12. 30-Day Improvement Plan

  • Week 1: Tighten category messaging everywhere
  • Week 2: Publish 2 comparison pages and improve FAQ language
  • Week 3: Publish 2 problem-language articles for service and success teams
  • Week 4: Re-test the same prompt set and compare score changes