Discover · Competitor Intelligence
Know exactly why they got picked.
A brands-by-models mention matrix, gap analysis for every query where a rival is cited and you're absent, and the content patterns behind their wins.
Your competitor is winning a sale right now, inside an answer you'll never see. The buyer asked ChatGPT 'what's the best tool for this,' your rival got named, and you weren't in the room.
Competitor Intelligence puts you in the room. It shows every query where a rival gets cited and you don't, ranked, with the exact source the AI trusted to pick them.
Stop guessing who your competitors are. The AI already decided.
Competitors you didn't know you had
Viali auto-discovers the brands AI actually mentions alongside you, ranked by real mention frequency. Not the rivals you assume, the ones the engines believe in.
Gap analysis with receipts
For every lost query: which engine, which competitor, which cited source. A sentiment heatmap shows where you're mentioned but damned with faint praise.
The pattern behind the win
Content-pattern analysis shows why their page keeps earning the citation, whether structure, evidence or freshness, so your fix targets the cause, not a guess.
FAQ
Questions you are about to ask.
How does Viali know who my competitors are?
It doesn't assume. It watches. Viali auto-discovers the brands the engines actually name alongside and instead of you, ranked by real mention frequency. Often they're not the rivals you'd have listed yourself.
What is a mention matrix?
A grid of your brands against every AI model, showing who gets mentioned where at a glance. Green where you win, blank where a competitor took the answer. You spot your weak engines in about three seconds.
Can it tell me why a competitor wins?
Yes, and that's the point. Gap analysis names the query, the engine and the source cited. Content-pattern analysis shows what their winning page does, whether structure, evidence or freshness, so you fix the cause, not a symptom.
How many competitors can I track?
Two on Starter, five on Growth, ten per client on Agency. But you set the list from the brands Viali discovers, so you're tracking real threats, not a guess you made on day one.