See which rivals AI recommends instead of you — across every engine.
Benchmark up to 4 competitors side-by-side across ChatGPT, Google AI Overview, Gemini, Perplexity and Claude. Get Share of Voice, per-engine strength, the exact prompts they win, and the citation sources you're missing from — all in one dashboard.
Every angle of the AI conversation about your category, side-by-side
Not just "who gets mentioned more" — the full picture: per-engine strength, market split, the sources AI trusts about each brand, and the exact prompts your rivals win that you don't.
Share of AI Voice
The one number that matters: what percentage of AI answers in your category name your brand — versus each rival. Toggle between mention count and AI search volume weight.
Toggle: Mentions · AI VolumeStrength by Engine
See exactly where each brand wins — ChatGPT? Google AI Overview? Perplexity? A rival dominating one engine while you own another is a solvable problem when you can see it.
5 engines · per-brand gridMarkets Battle
Per-country breakdown for every brand in the comparison. Markets a rival owns and you don't are flagged in red so you know exactly where to concentrate.
Global · localized promptsWho AI Trusts About Each Brand
The third-party sites AI leans on when talking about each rival — the exact citation gaps to close. Get placement on those sources and you enter the answer.
Citation source tableHead-to-head, winner-highlighted
Every core metric compared row-by-row across all 4 brands, with the winner highlighted per row. Screenshot-ready for client decks — CSV and PDF export in one click.
CSV · PDF exportRivals' Winning Prompts
Click any rival to see the exact AI searches where they appear and you don't. One click adds any prompt to your Prompt Tracker so you can monitor your progress as you close the gap.
One-click → Prompt TrackerThree of the panels you'll live in
Every screen is designed to be scannable in seconds and screenshot-ready for stakeholders. Real product, real layouts.
One bar, one answer: who owns the AI conversation
Every brand in the comparison, colored, ranked, with the exact percentage. Toggle to weight by AI search volume when you want to see who owns the high-value prompts, not just the loudest ones.
- Live toggle: raw mentions or AI volume weighted
- Your brand accented; rivals in neutrals for clarity
- Read in under 5 seconds — no legend needed
Split the score. See exactly which engine each brand owns.
A rival can lead overall while losing on the engine your buyers actually use. This grid tells you where to focus — winning Google AI Overview is a different job than winning ChatGPT.
- All 5 engines, per brand, at a glance
- Volume shown per cell — mentions × demand
- Winner highlighted per engine, per brand
The exact prompts they win, ready to monitor.
Click any rival in the comparison to see the AI searches where they appear and you don't. One click adds any prompt to your Prompt Tracker — you'll know the day you enter the answer.
- Sortable by AI search volume — chase demand first
- Per-prompt platform tag (ChatGPT / Google AIO)
- Add to tracker in one click, no re-typing
Three steps. One load. Every angle.
No spreadsheet-wrangling, no per-engine subscription, no manual prompt-by-prompt scoring.
Add up to 4 rivals
Your domain plus the domains of the competitors you actually lose to. Type them in, pick a market and language, done.
One click, one load
Compare fires ONE load that covers the entire side-by-side. Every panel — Share of Voice, per-engine strength, market split, citation sources — lands together.
Act on what wins
Click any rival to see their winning prompts. Add the ones that matter to your Prompt Tracker. Export CSV or PDF for the client deck.
Common questions
What is an AI Competitor Research Tool?
How is AI Competitor Research different from traditional SEO competitor analysis?
What is an AI Citation Gap?
Which AI engines does SignalSumo monitor?
What is AI Share of Voice?
How does the head-to-head comparison work?
Can I see the exact prompts my competitors win?
Are comparisons saved?
Can agencies use this for client reporting?
Do I need technical skills to use it?
How often is competitor AI visibility checked?
Does SignalSumo support multi-language and global AI tracking?
Start winning the AI answer.
Run your first comparison free. Every scan is saved to your account forever — reopen anytime at no cost.