AI VisibilityAI & LLM Monitoring

Monitor how AI
represents your brand

Lolly continuously tracks AI answers, brand mentions, citations, recommendations and competitive visibility across the questions customers use to research your category.

Book a demoExplore the platform

Built for teams watching the AI discovery layer

  • Morgan Stanley
  • airbnb
  • Apple
  • Alibaba
  • Amazon
  • Toyota
  • Google
  • Microsoft
  • Infosys

Why it matters

Move from one-time AI audits
to continuous AI visibility

AI answers change with prompts, models and source material.

Lolly continuously tracks the questions that matter so teams can see how brand visibility and representation evolve.

Prompt

Track the questions customers ask AI assistants.

Monitor

Follow answers across assistants and generative search.

Compare

See how often your brand appears versus competitors.

Learn

Learn what changed in AI answers and why.

How it works

Continuously track your brand
across AI answers

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Define your prompt set

Set the prompts, categories, brands and competitors that represent your audience’s questions.

Monitor AI responses

Track how leading AI assistants and generative search environments answer those prompts.

Capture your presence

Record brand mentions, citations, recommendations and prompt-level visibility.

Compare changes over time

See where AI responses, visibility and representation are changing.

Investigate what changed

Trace important shifts back to answers, sources and competitive context.

See Lolly’s capabilities
Ask Ana+ New chatHistory
What is AI saying about our brand this month?

Your brand appears in 38% of tracked category answers, down from 45% last month.

The drop sits in comparison prompts, where Rival A is now cited from a new review site.

Recommendation rate for your core product is unchanged.

38% of answers−7 ptsComparison prompts
Ask anything...
Meet Ana

Your AI analyst for LLM monitoring

Ask Ana what AI is saying about the brand, where visibility changed, and which prompts need attention.

  • Summarize AI brand mentions
  • Compare visibility across prompts and models
  • Explain changes in AI answers
  • Identify important citations and sources
  • Create AI visibility briefings on demand
Ask Ana

The workflow

From AI answers
to clear visibility decisions

QuestionPresenceBenchmarkDriversAction
01Start with the audience questionIdentify the prompts that represent how customers may research your category.
02Review your AI presenceUnderstand current visibility, mentions, recommendations and citations.
03Compare the landscapeSee how your brand appears relative to competitors across the same questions.
04Trace the changeConnect important shifts to sources, topics and competitive activity.
05Decide what to improveUse the evidence to guide content, PR, SEO and brand priorities.
Explore the workflow

Use cases

Built for teams watching
the AI discovery layer

Brand & Marketing

Understand how AI represents the brand in customer research.

See how Lolly adds value

Questions we get asked first

What is AI and LLM monitoring?

It tracks how brands appear in answers generated by large language models and generative search environments.

What can Lolly monitor?

Lolly monitors representative prompts across leading AI assistants and generative search environments.

What does Lolly capture?

The platform tracks mentions, citations, recommendations and prompt-level visibility.

Can I monitor competitors?

Yes. Named competitors can be monitored across the same prompts and categories.

Why monitor AI continuously?

AI responses can change as models, prompts and source material change.

What does Ana do?

Ana summarizes AI responses, explains changes and helps teams investigate visibility and source signals.

See how AI
represents your brand

Track AI answers continuously, understand how your brand appears and see where visibility, citations or competitive presence are changing.

See it in action