Competitor analysis in AI search: find who's winning your prompts
TL;DR
In AI search, your competitor list is whatever the answers say it is. Track every brand your prompt set surfaces, benchmark mention share per cluster, and alert on new names and overtakes — because answer share moves in weeks, not quarters.
Your real competitors, according to the engines
Ask assistants your category’s buying questions and the answers will name brands — reliably including a few you don’t consider competitors at all: an adjacent player, a marketplace, a regional brand you’ve never benchmarked. That delta between your assumed competitive set and the engines’ revealed one is, in our experience, the single most actionable output of AI tracking: those unexpected names are taking consideration you never knew you were losing.
The four reads that matter
1. Mention share per cluster
Aggregate who appears in answers for each intent cluster. You’ll typically find you dominate some clusters, trail a specific rival in others, and that some have no consistent winner — contested ground where one good content push decides the answer.
2. Answer-rank head-to-heads
When you and a rival are both named, who’s named first? Persistent second-place on a cluster is a positioning problem, and it shows up here months before it shows up in revenue.
3. New-entrant alerts
The week a new brand starts appearing across your prompts is the week to study what they published. Deterministic alerts on new names — rather than quarterly reviews — are the difference between countering a push and inheriting a loss.
4. Citation ownership
On keywords with AI Overviews, note whose domains get cited. A rival being consistently cited is winning the click that remains — the counter-play is in the citations guide.
From reads to moves
- Contested cluster → publish the definitive answer page; structure it to be quoted (how).
- Rival-owned cluster → study their cited sources; earn presence on those same third-party surfaces before attacking head-on.
- You-owned cluster → defend with freshness; stale winners get replaced quietly.
Search Genie runs the whole loop — tracked prompts, per-brand scoring, deterministic competitor alerts — as shown in the feature tour; the free audit includes a first competitor read on your own category.
Frequently asked questions
How do I find out which competitors AI engines recommend?+
Run your tracked prompt set and record every brand each answer names — not just the ones you already watch. The aggregated list, ranked by mention share, is your real AI-era competitive set, and it usually contains names your strategy deck doesn't.
What is an AI share-of-voice benchmark against competitors?+
For each tracked prompt cluster, the percentage of answers mentioning each brand, laid side by side. It shows where you lead, where a rival owns the answers, and where a category has no established winner yet — the cheapest ground to take.
How quickly can a competitor take AI answer share?+
On retrieval-backed surfaces like AI Overviews, within weeks of a content push. That's why competitor tracking needs a cadence: a weekly read catches an overtake while it's one cluster wide, instead of after it has spread across the category.
Find out what AI says about your brand
Free, human-reviewed audit across AI answers and search.