Your competitors are getting recommended for the questions that close deals, and you find out weeks too late, if at all.
Buyers now ask AI to shortlist vendors. If a rival is the name that comes back, that is demand you never see.
Legacy dashboards show a score, not the move. You are left guessing which page or mention would actually flip the answer.
By the time a quarterly report catches the slip, the competitor has compounded the lead.
Most tools stop at the dashboard. Limelit closes the loop.
See
Watch where AI answers your buyers without you, or gets you wrong, across ChatGPT, Perplexity, Claude and Gemini. Every number backed by the real answer and its sources.
Fix
Each gap becomes a scored, assignable action. Generate a stronger page pitched to beat the sources AI cites today, or a grounded correction, scored before you publish.
Win
Publish, then watch your rank climb and citations grow. Run the whole loop as one prompt from your own AI agent whenever you want it repeated.
Run the whole loop as one prompt to your own agent.
Limelit ships a full MCP server, free with every account. Connect Claude, Cursor, VS Code or Windsurf and run any workflow as a single command, from checking visibility to drafting the fix.
Decisions you can defend, because you can see the receipts.
The real answers
See exactly what each engine said about you, word for word, not a score in a vacuum.
Every source shown
For each answer, the sources it cited, so you know what to beat and where.
Compare across engines
Line up ChatGPT, Perplexity, Claude and Gemini on the same question in one view.
Evidence behind the metrics
Every visibility, share-of-voice and sentiment number traces back to the runs that produced it.
Built to act, not just report.
It closes the loop
See the gap and fix it in the same tool, not just another dashboard that leaves the work to you.
It drafts the fix
Beat-the-sources pages and grounded corrections, scored before you publish.
It is agent native
Free MCP, so the whole loop runs as one prompt from Claude, Cursor, VS Code or Windsurf.
No engine paywall
All four engines on every account, so your view is never partial.
Everything in one account.
- ✓All four engines on every account, no engine paywall
- ✓Free MCP and agent access with every account
- ✓Unlimited team seats
- ✓Free to start, 1,000 credits on signup
- ✓Prepaid credits that never expire, no subscription
- ✓Spend caps so usage never surprises you
Answers before you ask.
Can I prove the lift to my team?+
Yes. Every metric traces to the real answer and sources, and trend lines show share-of-voice movement per prompt and engine over time.
How do I know which move to make?+
Each gap is scored by expected impact and turned into an assignable action with a recommended intervention.
Which engines are covered?+
All four, ChatGPT, Perplexity, Claude and Gemini, on every account, no paywall.
Is there a subscription?+
No. Prepaid credits, unlimited seats, free to start with 1,000 credits.
Take the questions your competitors thought they owned.
Free to start. All four engines. Credits never expire.