The Invisible Sales Channel
A growing share of buying research happens inside AI assistants. Someone asks ChatGPT for “the best invoicing software for freelancers”, gets three names, and shortlists them. If your brand isn't one of them, you lost a deal that shows up in no normal website analytics dashboard — no impression, no click, no ranking drop. You're simply invisible in that answer.
AI Visibility makes this channel measurable. It asks the questions your buyers ask, records what the AI engines actually answer, and turns those answers into metrics you can act on.
How It Works
- Set up your category. Your brand, your competitors, and the topics you want to be recommended for. We generate realistic buyer questions — you edit and approve them.
- We record real AI answers. Daily or weekly, every question runs against ChatGPT and Claude with web search. Full transcripts are stored, and every answer is analyzed for brand mentions, ranking order, sentiment, and cited sources.
- You get a playbook, not just a score. The weekly report shows where competitors win and which domains the AI cited there — your concrete publishing targets for winning the next mention.
What You Get
- Real AI answers recorded on a schedule — full transcripts, not scores alone
- Visibility score and share of voice against up to 10 competitors
- Topic segmentation: see which buying situations you win and lose
- Source attribution: the exact domains that drive AI's recommendations
- Brand perception: sentiment for every mention, with supporting quotes
- Weekly report with concrete publishing targets to win the next mention
Explore Each AI Visibility Workflow
Start with the part of the monitoring system that matches your current question. Each page explains the workflow, evidence, metrics, and limitations in detail.
AI Prompt Monitoring
Monitor buyer prompts across OpenAI and Anthropic, preserve every answer, and measure brand mentions, position, sentiment, and citations over time.
Explore the workflowAI Competitor Tracking
Compare your brand with configured competitors across recorded OpenAI and Anthropic answers, with share of voice, mention order, topics, and evidence.
Explore the workflowAI Citation Tracking
Capture citation URLs and domains from monitored OpenAI and Anthropic answers, find recurring sources, and turn source gaps into publishing targets.
Explore the workflowAI Visibility Reporting
Turn monitored OpenAI and Anthropic answers into weekly changes, competitor wins, topic gaps, cited domains, and grounded publishing priorities.
Explore the workflowHonest by Design
We query the OpenAI and Anthropic APIs with web search enabled — a close proxy for the consumer apps, not a screenshot of them. And because AI answers vary run to run, we treat trendsas the product's honest signal, not single answers. You'll always see the raw transcripts, so you can verify every claim the dashboard makes.
Want the strategy behind the numbers? Start with our GEO guide — it explains how AI engines choose which brands to recommend, and how to become one of them.