Research
AI Visibility Reports
We measure where a brand is consistently recommended across repeated buyer-prompt runs — plus prompt-level evidence. Not a blog about “what is AEO.”
- AI code review toolsLive pilotAI visibility benchmark: code review tools (OpenAI × 3)
Multi-brand OpenAI consistency panel: GitHub Copilot leads stable unbranded coverage at 61% (11/18); CodeRabbit and Qodo at 56%. 72 answers, bare prompts.
- CRM softwareComing soon
AI visibility benchmark: CRM software
Coming soon — live multi-brand CRM buyer prompts across ChatGPT.
- Email marketing toolsComing soon
AI visibility benchmark: email marketing tools
Coming soon — live “best email marketing” style prompts.
Multi-brand OpenAI consistency panel is live. Five-engine single-run comparison next. Same pipeline as customer audits. Run a free audit · Methodology.