See who AI
recommends instead of you.
Auto-discovered rivals, share of voice, position deltas, gap analysis — on the same chart, every night. Know which competitors are winning which prompts, platform by platform.
ChatGPT
Claude
Perplexity
Gemini
GrokThree numbers
that decide the race.
Every tracked competitor gets the same three metrics as your brand — so comparison is always apples-to-apples, not hand-waved industry benchmarks.
Share of Voice
% of mentions you own vs. each competitor in your tracked prompt set. The only number that tells you who's actually winning the AI conversation.
Position delta
How your average rank compares to each competitor's, per prompt, per platform. Know not just who's ahead but by how much.
Gap prompts
Prompts where a competitor is cited and you aren't. The working list for everything Content Lab + Action Center will recommend next.
Who wins which AI,
platform by platform.
Every approved competitor gets scored on every platform, every night. See exactly where you lead (ChatGPT, Perplexity) and where a rival is pulling ahead (Claude, Gemini) — with per-platform visibility broken out in a single glance.
- Per-platform rank for you + every tracked competitor
- "Platforms led" vs "Platforms behind" summary KPIs
- One-click to drill into any platform + any prompt
- Weekly deltas — catch a rival pulling ahead before it compounds
ChatGPT#1ClaudePerplexity#1GeminiGrokThe list of prompts
you're losing on.
Pick any tracked competitor. Ranqo shows every prompt where they outrank you — segmented into Missing (you're nowhere), Weak (they beat you by a position or two), and Strong (you lead). It's the single list that tells you where to fight back first.
- Missing / Weak / Strong segments with counts per competitor
- Your Position → Their Position per prompt, side-by-side
- Sorted by position gap × prompt volume — highest lift first
- Send the gap list straight into Action Center or Content Lab
Emerging rivals
surface themselves.
Ranqo detects new competitors from the AI responses themselves — whoever gets cited alongside (or instead of) you becomes a candidate. Watchlist shows who's gaining traction; approve in one click to start benchmarking them nightly.
- 19 emerging competitors auto-detected this month (Notion example)
- Rising sparklines show momentum — catch breakouts early
- One-click "Track" to promote any candidate to full benchmark
- Suggested domains + alias matching — never mis-tag a rival
Competitors dashboard.
Every rival, one view.
The Competitors dashboard is built to answer a single question every morning: who's gaining on us, and where? Every card here runs off the same approved competitor list and respects the same filters as Search Visibility.
Competitor List
Approved rivals with visibility %, avg position, mentions, and 7-day trend arrow — sortable and filterable.
Industry Leaderboard
You + every competitor ranked by visibility. Color-coded by movement (up / down / stable) over the selected window.
Share of Voice
Bar chart of mention share across your prompt set. Toggle by platform, category, or location.
Gap Prompts
Prompts where a competitor is cited and you aren't — the highest-leverage list in the whole app.
Head-to-Head
Pick any one competitor for a full side-by-side on prompts, platforms, citations, and sentiment.
Citation Gap
Which sources AI cites for competitors that it doesn't cite for you. Your PR hit-list, basically.
Competitors from AI,
not from a CSV.
Competitor data doesn't come from a vendor database. It comes from the same AI responses we're already tracking — so your rival list is always real, always fresh, and always matches what a buyer actually sees.
Parse responses
Every AI response is parsed for competitor brand mentions and associated domains.
Candidate surfaced
New candidates appear with context (which prompts, which platforms) for one-click approval.
Benchmark nightly
Approved competitors run in parallel with your brand — same prompts, same platforms, same metrics.
Ranqo is a connected suite —
every product sharpens the next.
Find out who's beating you
on AI search tonight.
Auto-discover competitors on day one. Benchmark nightly. No manual tagging.