Get recommended by AI.
CompetLab shows you exactly how to earn it — and keeps you sharp as it shifts.
Sample data · fictional brands
Built for B2B SaaS in competitive categories — where buyers ask AI which tool to use.
See exactly where you stand. And why it moves.
Every cycle, CompetLab asks the engines the questions your buyers ask — across ChatGPT, Claude and Gemini — and records who gets named, who gets trusted, and who's invisible. Anyone can show a snapshot; we map why it moves.
When you act on your briefing, you watch it move. You make the plays; we track whether they worked. Every cycle.
Sample data · fictional brands
the crawler access and trust signals that shape whether engines can reach you — and trust you.
the content footprint that shapes whether engines find you.
the messaging that shapes how engines describe you.
the price story engines surface when buyers compare.
Not a dashboard to interpret. A briefing that ends in a decision.
Illustrative samplewhat a real CompetLab briefing looks like.
Your position held on ChatGPT, slipped on Gemini — here's the move.
Across the last four weeks your visibility held steady where buyers ask ChatGPT, but a competitor's new comparison content started pulling citations on Gemini. The gap is still small, and it's closeable this month.
A competitor shipped comparison pages that AI engines began citing on buyer-intent questions — .
On one of three engines, you're drifting from the shortlist for high-intent queries. It hasn't spread to ChatGPT or Claude yet.
Publish the two comparison pages buyers ask for, and make them legible to AI crawlers. Highest impact, lowest effort this cycle.
Watch for the same content pattern appearing on ChatGPT next — we'll alert you the moment it does.
Two clocks. Catch the move while it's still a move — then make sense of it.
Continuous monitoring + alerts
the moment a competitor moves
- competitor changed pricing page2h ago
- new positioning page detected5h ago
- citation cluster shift · geminiyesterday
- security headers downgraded2d ago
The monthly Strategic Briefing
the analyst's read on everything that moved — and what's about to.
Anyone can show you a number. The system underneath is what tells you what to do.
A number is stale by tomorrow, and a point-in-time checker can't tell you why. The four layers underneath turn it into a decision.
Not a snapshot — the moving picture, week over week.
ChatGPT, Claude, and Gemini answer differently. We watch all of them.
Where you stand relative to the set buyers actually compare you to.
What actually moves your position — so you know exactly what to change.
Thirteen researchers. One auditor. One verdict.
Every CompetLab briefing is built like an intelligence product: researched at full fidelity, audited before a word reaches you, then sharpened into one clear call.
Research
Thirteen agents fan out — one per dimension, plus a dossier on every competitor. Nothing compressed, nothing skipped.
Verify
An independent auditor re-pulls every load-bearing claim. Suspect findings get flagged, corrected, or killed — and corrections carry forward.
⚑ suspect “no comparison pages” → re-pulled → 8 found, ✓corrected
✓ verified rival status incident — independently re-pulled
✓ verified pricing change — re-checked against their live page
· blocked channel recorded as a limitation, never as a weakness
Brief
One document takes a position: what changed, what it means, what to do, what to watch — every claim linked to its evidence.
your briefing
- what changed
- what it means
- what to do
- what to watch
Deeper than a number.Cheaper than a suite.The system beneath both.
CI infrastructure — for your stack and your agents.
Public REST API, MCP server, TypeScript SDK, and Agent Skills.
import CompetLab from "@competlab/sdk"; // One fully-typed client.const cl = new CompetLab({ apiKey: process.env.COMPETLAB_API_KEY! }); // Where AI engines place you — ChatGPT, Claude, Gemini — vs your rivals.const { data: visibility } = await cl.aiVisibility.dashboard("acme"); // The analyst's read: what changed, what it means, what to do next.const { data: briefing } = await cl.strategicBriefing.get("acme"); console.log(visibility?.item.summary, briefing?.item);Plus competlab-fetch — AI-ready web fetch (renders JS, clears bot-protection → returns clean text), a tool most teams pay for separately. Included.
Six free tools. No signup, try right now.
One plan. The whole system.
Enterprise CI platforms gate this behind sales calls, annual contracts and five-figure invoices — and a human analyst doing this work bills thousands a month. CompetLab is self-serve, one price.
Start free. If the first briefing doesn't change your Monday, walk away — no card on file.
14-day free trial · no credit card
- Monthly Strategic Briefing — changed · means · do · watch
- AI Visibility across ChatGPT, Claude & Gemini
- Continuous monitoring + instant alerts
- 13 research dimensions + a dossier per competitor
- Every load-bearing fact verified
- MCP server, REST API & TypeScript SDK