Intelligence SuiteAI Visibility

Know how AI sees your brand
and what to change

Lolly continuously monitors how leading AI assistants and generative search engines describe, recommend and cite your brand. Understand your visibility, perception, source accuracy and competitive gaps — and know what to improve next.

See your AI visibility
24/7AI visibility monitoring
ActionableAI visibility insights
300M+AI search prompts analyzed
8+AI & LLM platforms monitored

Built for teams tracking how AI sees their brand

4.8★★★★★rated on G2
  • Morgan Stanley
  • airbnb
  • Apple
  • Alibaba
  • Amazon
  • Toyota
  • Google
  • Microsoft
  • Infosys

Your brand is already being evaluated by AI

Most brands today

When customers ask AI to compare products, recommend brands or explain a category, the answers they receive can influence what they consider, trust and choose.Buyers ask AI to compare products and recommend brands, and those answers shape what they choose.

Yet most brands cannot see exactly how AI represents them, how often they appear, which competitors are recommended instead, or what information is influencing those answers.Most brands can’t see how AI represents them or which competitors it recommends instead.

Lolly

Lolly continuously monitors AI-generated answers to show how your brand is represented, where inaccurate information appears, which sources influence AI answers, where competitors are gaining visibility, and what to improve next.Lolly monitors AI answers to show how you’re represented, which sources shape them and what to improve.

Covers

How AI represents your brandHow often your brand appearsWhich competitors are recommended insteadWhat to improve next

Lolly adds

Where inaccurate sources influence AI answersWhich competitive gaps are costing you visibility

Lolly’s capability

Understand, benchmark and improve
your AI visibility

AI answer cards where your brand is mentioned, with a rising mentions line
01

AI & LLMMonitoring

Continuously monitor how leading AI assistants and generative search engines describe, cite and recommend your brand across the prompts and categories that matter most.

What it delivers:

  • Continuous AI monitoring
  • Brand mentions, citations and recommendations
  • Prompt-level AI visibility
  • Track how your AI presence changes over time
An AI answer under a magnifier, with the traits AI uses to describe your brand
02

AI Brand Perception& Source Accuracy

Understand how AI describes your brand and whether the information it uses is accurate, complete and representative. Identify inaccurate sources, misleading information and gaps in how your brand is represented.

What it delivers:

  • AI-generated sentiment
  • Source and response accuracy
  • Inaccurate or misleading information
  • Brand representation gaps
Share of AI answers by brand, with a gap found in your share
03

Competitive AI Visibility& Gap Analysis

Measure your AI visibility against competitors across the same prompts and categories, and identify where competitors are gaining visibility while your brand is missing.

What it delivers:

  • Share of AI visibility
  • Competitive benchmarking
  • Competitor mentions, citations and recommendations
  • Competitive visibility gaps
  • Where competitors win, and why
An AI recommendation to add a product FAQ, marked high priority, with engagement rising
04

AI VisibilityOptimization

Find the content, topic, source and citation gaps limiting your AI visibility, and get recommendations to improve your presence.

What it delivers:

  • AI visibility and citation gaps
  • Topics and queries where competitors are stronger
  • Source and content gaps
  • Content and structured-data recommendations
AI answer cards where your brand is mentioned, with a rising mentions line
An AI answer under a magnifier, with the traits AI uses to describe your brand
Share of AI answers by brand, with a gap found in your share
An AI recommendation to add a product FAQ, marked high priority, with engagement rising
See your visibility

Technical capabilities

The intelligence behind
every AI visibility signal

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Continuous AI & LLM monitoring

Continuously monitor the prompts and categories that matter across leading AI assistants and generative search environments. Track how responses change over time, not through one-time audits.Track the prompts that matter across leading AI assistants and see how answers change over time.

CONTINUOUS MONITORINGCATEGORY PROMPTS

AI brand perception & source accuracy

See how AI describes your brand, what sources influence those answers, and where inaccurate, outdated or misleading information may be shaping your representation.

SENTIMENTSOURCE ACCURACYBRAND REPRESENTATIONINACCURATE INFORMATION

Competitive AI visibility benchmarking

Compare your AI visibility and share of AI voice against named competitors across the same prompts, categories and time periods.

COMPETITIVE BENCHMARKINGSHARE OF AI VOICECOMPETITIVE GAPS

Identify competitive, topic & source gaps

Discover where your brand is missing, where competitors are cited or recommended instead, and which prompts, topics and sources are creating the biggest visibility gaps.See where competitors get cited instead of you, and which prompts and sources cause the gap.

COMPETITIVE GAPSSOURCE GAPSCONTENT GAPSOPPORTUNITIES

Turn visibility & accuracy gaps into action

Turn competitive gaps, source inaccuracies and AI visibility issues into prioritized recommendations for content, topics and optimization.

AI RECOMMENDATIONSCOMPETITIVE GAPSSOURCE ACCURACYACTIONABLE INSIGHTS
MONITORED
Talk to an expert

Source intelligence

Know what shapes
AI’s answers

AI answers are influenced by information across the web. Lolly connects AI visibility data with social, news, forums, podcasts and open-web signals to show what is shaping how your brand is discovered and represented.

Trace AI visibility back to the broader brand and competitive signals behind it — all in one intelligence layer.

Layers of open web, social and news signals feeding one AI answer about your brand
Ask Ana+ New chatHistory
How is my brand described in AI answers?

You are cited in six of ten monitored category prompts this week up from four.

The tone is positive, but one answer states you cover nine platforms. The correct figure is fifteen.

Three prompts cite Rival A instead of you. All three are comparison questions.

share of AI voice 34%cited 6/10 prompts1 inaccuracy flagged
Ask anything...
Meet Ana

Ask Ana what AI is saying about your brand

Ana turns your AI visibility data into clear answers, competitive insights and prioritized actions — so your teams can understand what changed, why it changed and what to do next.

How Ana helps

  • Understand how AI represents your brand across monitored LLMs and generative search
  • Identify where competitors are cited or recommended instead
  • Understand what changed and which sources and signals influence AI visibility
  • Get recommendations on what to improve across content, topics and sources
  • Generate actionable briefs to close specific visibility and competitive gaps
Ask Ana

Built for teams that shape
how brands are discovered

Brand & MarketingSEO & Content TeamsCompetitive StrategyPR & CommunicationsTechnology & SaaS

Understand how AI represents your brand, and use those insights to inform brand and content strategy.See how AI represents your brand and use it in your strategy.

  • Content strategy informed by what AI already says about you.Strategy based on what AI says about you.
  • Every monitored answer scored for sentiment and factual accuracy.Every answer scored for sentiment and accuracy.
  • Visibility gaps turned into a content and structured-data plan.Gaps turned into a content plan.

Identify content gaps and topics that can improve your brand’s visibility across AI search.Find the content gaps that cost you AI visibility.

  • Topics and queries where a rival is cited instead of you.Queries where a rival is cited instead of you.
  • Recommendations for content and structured-data improvements.Content and structured-data recommendations.
  • Briefs drafted against the specific gap you want to close.Briefs drafted for each gap.

Benchmark your share of AI voice and understand where competitors are gaining visibility.Benchmark your share of AI voice against competitors.

  • Share of AI voice against named competitors.
  • Citation frequency compared across the same monitored prompt set.Citation frequency on the same prompt set.
  • Trended over time, the way social share of voice is measured.Tracked over time, like social share of voice.

Monitor how AI describes your brand, products, campaigns and reputation.Monitor how AI describes your brand.

  • How assistants describe your brand, in their own words.How assistants describe your brand.
  • Inaccurate or misleading brand information flagged for correction.Inaccurate brand information flagged.
  • AI answers compared against social and news from the same period.AI answers compared with social and news.

Track how AI represents your brand in the category conversations influencing buyer research.Track your brand in the category answers buyers read.

  • Category-defining answers matter most where buyers research with AI first.Category answers where buyers research first.
  • Representative category prompts, refreshed on a continuous cadence.Category prompts, refreshed continuously.
  • One dataset, decomposable back to a single channel.One dataset, traceable to each channel.

Industries covered

Technology & SaaS · Retail & eCommerce · Financial Services · Healthcare & Pharma

Find your use case

Go beyond AI monitoring
to AI visibility intelligence

CapabilityLollyTraditional AI monitoring
Monitor AI-generated answers
Understand brand representationLimited
Sentiment & accuracy analysisLimited
Share of AI voiceLimited
Competitor benchmarkingLimited
Identify visibility gapsLimited
AI-powered recommendationsRare
AI agent for visibility intelligenceAnaLimited
Connect AI + social + media intelligenceNo
See how you stack up

Questions we get asked first

What is AI visibility?

AI visibility is how often and how accurately your brand appears, is cited, or is recommended in AI-generated answers. It shows how your brand is represented when customers use AI to research products, brands and categories.

Why does AI visibility matter?

As customers increasingly use AI to discover and evaluate brands, being absent or inaccurately represented in AI-generated answers can affect consideration. AI visibility helps teams understand where their brand appears, how it is represented, and where opportunities exist to improve.

How does Lolly monitor AI visibility?

Lolly continuously monitors representative prompts across large language models and generative search engines to track brand mentions, citations, recommendations, sentiment, accuracy and share of AI voice.

Can Lolly show how competitors appear in AI answers?

Yes. Lolly benchmarks your brand against named competitors across the same monitored prompts and categories to measure relative share of AI voice and identify competitive visibility gaps.

Can Lolly tell me what I should improve?

Yes. Lolly identifies visibility and content gaps and surfaces recommendations designed to help improve your presence in AI-generated answers.

Know where your brand stands in AI.
Know what to improve.

See how AI represents your brand, how you compare with competitors, where inaccurate information is influencing your visibility, and where your biggest opportunities lie.See how AI represents and ranks you, and where your biggest opportunities are.

See your AI visibility