See the gap.
Close it.
Every week.

See the gap.
Close it. Every week.

See the gap.
Close it.
Every week.

LLMLab tracks how AI engines answer your buyers’ questions every day, tells you what to fix every week, and ships the work with you.

LLMLab tracks how AI engines answer your buyers’ questions every day, tells you what to fix every week, and ships the work with you.

LLMLab tracks how AI engines answer your buyers’ questions every day, tells you what to fix every week, and ships the work with you.

01. Track

Every answer,
every day.

Every answer, every day.

We ask ChatGPT, Gemini, AI Overviews, AI Mode and Claude the questions your buyers ask.

Every day

02. Understand

Why it isn’t
you.

Why it isn't you.

Who got named instead,

which pages got cited,

and what’s missing on yours.

Who got named instead, which pages got cited, and what's missing on yours.

Prompt by prompt

03. Act

This week’s
plan.

This week’s plan.

Which blog to publish, which thread to join, which site to pitch. Ranked by impact.

Every week

04. Ship

Done,
not suggested.

Done, not suggested.

Agents draft. Strategists review.

You approve. Then we watch what moved.

And back to tracking

Trusted by high growth marketing teams

  • Accuknox
  • Coinswitch
  • Exotel
  • Labra logo
  • Multipl
  • Strategy

  • ↗

  • Strategy

  • ↗

  • Strategy

  • ↗

  • Strategy

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Marketing

  • ↗

  • Marketing

  • ↗

  • Marketing

  • ↗

  • Marketing

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The choice for fast moving teams

  • Accuknox
  • Coinswitch
  • Exotel
  • Labra logo
  • Multipl
  • Strategy

  • ↗

  • Strategy

  • ↗

  • Strategy

  • ↗

  • Strategy

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Creativity

  • ↗

  • Marketing

  • ↗

  • Marketing

  • ↗

  • Marketing

  • ↗

  • Marketing

  • ↗

01. Track

Know where you stand

Every tracked prompt, on every engine, every day.

AI-Visibility Analysis

Your share of voice across prompts and engines, trended week by week.

Prompt tracking

The buyer questions that name you, and the ones that don’t.

Brand leaderboard

Where you rank against every competitor AI names beside you.

LLMLab dashboard showing a brand's AI share of voice rising over eight weeks, with a leaderboard ranking it against competitors
LLMLab Page Citation Tracker listing the sources AI engines cite for one buyer prompt, with each source's type and how many engines cite it

02. Understand

Find out why

Which sources AI trusts, what it says about you, and where you’re missing.

Page Citation Tracker

The pages engines cite on your prompts. Yours, and everyone else’s.

Sentiment

Not just whether you’re mentioned. How.

Content gap analysis

Prompts where competitors are recommended instead of you, and whether the fix is on your site, third-party pages or community threads.

03. Act

Know exactly what to do next.

Weekly AI Insights turns the data into a short, ranked plan. This is the part dashboards leave to you.

Weekly AI insights

A research-backed action list every week. Each item names the prompt, why you’re missing, the exact fix, and who ships it.

Content optimization for AI

Pages built and fixed to answer the prompt directly, so engines can cite them.

LLMLab Weekly AI Insights action list ranking this week's tasks: publish a comparison page, answer Reddit threads AI cites, and get listed on cited roundups
LLMLab work tracker showing content moving from agent draft to strategist review to customer approval to published

04. Ship

Then we do the work

You don’t brief an agency or build a team. Nothing goes live without your approval.

Done-for-you content

Blogs, Reddit, third-party placements and LinkedIn and Medium posts.

Agent executed tasks

Agents research, brief, draft, prep outreach and suggest page fixes.

01. Track

Know where you stand

Every tracked prompt, on every engine, every day.

AI-Visibility Analysis

Your share of voice across prompts and engines, trended week by week.

Prompt tracking

The buyer questions that name you, and the ones that don’t.

Brand leaderboard

Where you rank against every competitor AI names beside you.

LLMLab dashboard showing a brand's AI share of voice rising over eight weeks, with a leaderboard ranking it against competitors
LLMLab Page Citation Tracker listing the sources AI engines cite for one buyer prompt, with each source's type and how many engines cite it

02. Understand

Find out why

Which sources AI trusts, what it says about you, and where you’re missing.

Page Citation Tracker

The pages engines cite on your prompts. Yours, and everyone else’s.

Sentiment

Not just whether you’re mentioned. How.

Content gap analysis

Prompts where competitors are recommended instead of you, and whether the fix is on your site, third-party pages or community threads.

03. Act

Know exactly what to do next.

Weekly AI Insights turns the data into a short, ranked plan. This is the part dashboards leave to you.

Weekly AI insights

A research-backed action list every week. Each item names the prompt, why you’re missing, the exact fix, and who ships it.

Content optimization for AI

Pages built and fixed to answer the prompt directly, so engines can cite them.

LLMLab Weekly AI Insights action list ranking this week's tasks: publish a comparison page, answer Reddit threads AI cites, and get listed on cited roundups
LLMLab work tracker showing content moving from agent draft to strategist review to customer approval to published

04. Ship

Then we do the work

You don’t brief an agency or build a team. Nothing goes live without your approval.

Done-for-you content

Blogs, Reddit, third-party placements and LinkedIn and Medium posts.

Agent executed tasks

Agents research, brief, draft, prep outreach and suggest page fixes.

01. Track

Know where you stand

Every tracked prompt, on every engine, every day.

AI-Visibility Analysis

Your share of voice across prompts and engines, trended week by week.

Prompt tracking

The buyer questions that name you, and the ones that don’t.

Brand leaderboard

Where you rank against every competitor AI names beside you.

LLMLab dashboard showing a brand's AI share of voice rising over eight weeks, with a leaderboard ranking it against competitors
LLMLab Page Citation Tracker listing the sources AI engines cite for one buyer prompt, with each source's type and how many engines cite it

02. Understand

Find out why

Which sources AI trusts, what it says about you, and where you’re missing.

Page Citation Tracker

The pages engines cite on your prompts. Yours, and everyone else’s.

Sentiment

Not just whether you’re mentioned. How.

Content gap analysis

Prompts where competitors are recommended instead of you, and whether the fix is on your site, third-party pages or community threads.

03. Act

Know exactly what to do next.

Weekly AI Insights turns the data into a short, ranked plan. This is the part dashboards leave to you.

Weekly AI insights

A research-backed action list every week. Each item names the prompt, why you’re missing, the exact fix, and who ships it.

Content optimization for AI

Pages built and fixed to answer the prompt directly, so engines can cite them.

LLMLab Weekly AI Insights action list ranking this week's tasks: publish a comparison page, answer Reddit threads AI cites, and get listed on cited roundups
LLMLab work tracker showing content moving from agent draft to strategist review to customer approval to published

04. Ship

Then we do the work

You don’t brief an agency or build a team. Nothing goes live without your approval.

Done-for-you content

Blogs, Reddit, third-party placements and LinkedIn and Medium posts.

Agent executed tasks

Agents research, brief, draft, prep outreach and suggest page fixes.

MCP

MCP

MCP

Ask your visibility

data anything

Ask your visibility

data anything

Ask your visibility

data anything

In the tools you already use.

In the tools you already use.

In the tools you already use.

Every engine that matters.

Every engine that matters.

Every engine that matters.

Mentions, position, sentiment and cited pages, read from every answer.

Mentions, position, sentiment and cited pages, read from every answer.

Mentions, position, sentiment and cited pages, read from every answer.

ChatGPT

ChatGPT

Claude

Claude

Gemini

Gemini

Google AI Overview

Google AI Overview

What happens when

you ship.

What happens when you ship.

What happens when

you ship.

“In 5 weeks, our Email visibility grew 3x, SMS more than doubled, and we climbed rankings across every single category we tracked. LLMLab helped us ship 18 blogs, 22 Reddit comments, and 11 third-party mentions - all in one of the most competitive Shopify marketing categories.
“In 5 weeks, our Email visibility grew 3x, SMS more than doubled, and we climbed rankings across every single category we tracked. LLMLab helped us ship 18 blogs, 22 Reddit comments, and 11 third-party mentions - all in one of the most competitive Shopify marketing categories.

Naman Rastogi, Product & GTM Marketing, Brevo

Naman Rastogi, Product & GTM Marketing, Brevo

Frequently Asked Questions

Frequently Asked Questions

Frequently Asked Questions

Quick answers about what LLMLab does,

which engines it tracks, and how it's different.

Quick answers about what LLMLab does, which engines it tracks, and how it's different.

Quick answers about what LLMLab does,

which engines it tracks, and how it's different.

What features does LLMLab include?

Tracking (AI-Visibility Analysis, prompt tracking, Brand Leaderboard), analysis (Page Citation Tracker, sentiment, content gap analysis), Weekly AI Insights, content optimization, done-for-you content and outreach, agent-executed tasks, an MCP server and custom reports.

Which AI engines does LLMLab track?

ChatGPT, Gemini, Google AI Overviews, and Claude. Which engines you get depends on your plan.

How often is the data updated?

Tracked prompts run every day. Weekly AI Insights and the action list arrive every week.

How is LLMLab different from other AI visibility tools?

Most tools stop at tracking. LLMLab also tells you what to change every week, then executes it: agents draft, strategists review, and you approve before anything goes live.

Can I use my LLMLab data inside Claude?

Yes. Add the LLMLab MCP server to Claude or any MCP-compatible client, sign in, and ask about your visibility, competitors, cited sources and next actions.

Do you have more questions?