AI Competitor Analysis
AI Competitor Analysis & Share of Voice
AI assistants recommend a shortlist — and you are either on it or you are not. AEOpack benchmarks your share of voice against competitors across every major AI engine, so you can see who wins each prompt and why.
- Share of voice by engine and overall
- Head-to-head brand comparisons
- Win/loss breakdown, prompt by prompt
- Spot rising challengers early
Why it matters
Turn AI answers into measurable growth
Share of voice, quantified
AEOpack calculates what percentage of AI answers feature you versus each competitor, so "we should show up more" becomes a number you can target and beat.
Head-to-head comparisons
Put your brand next to any competitor and compare mention rate, sentiment, position and cited sources on the exact same prompts across ChatGPT, Claude, Gemini and Perplexity.
Win/loss by prompt
For every tracked prompt, see who AI recommends and why. Losing prompts become a prioritized list of where to focus your GEO/AEO effort next.
Catch momentum shifts
Track competitor visibility over time and get alerted when a rival surges — often the earliest signal that they shipped content or earned citations you need to match.
How it works
From signal to action in four steps
- 1
Add competitors
List the brands you compete with for AI recommendations.
- 2
Run shared prompts
We scan the same prompts for you and every competitor.
- 3
Compare share of voice
See mention rate, position and citations side by side.
- 4
Target the gaps
Prioritize the prompts where competitors currently win.
FAQ
Frequently asked questions
- What is share of voice in AI search?
- Share of voice is the percentage of AI answers, across your tracked prompts, in which a given brand is mentioned or recommended. AEOpack reports it for you and each competitor so you can benchmark and grow your slice.
- How do you compare my brand vs competitors in AI answers?
- AEOpack runs identical prompts against each AI engine and records who is mentioned, in what position, with what sentiment and which sources are cited. It then aggregates the results into head-to-head comparisons and a share-of-voice metric.
- Can I track competitors I do not control?
- Yes. You only need the competitor’s brand name. AEOpack measures how AI engines talk about them publicly — no access to their accounts or data required.
Explore
Related capabilities
See how you stack up in AI answers
Run a free scan and see exactly how ChatGPT, Claude, Gemini and Perplexity describe your brand today.
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