Intelligence SuiteAI Visibility

Do LLMs know your brand
and what do they think?

Lolly tracks how your brand is described, cited and recommended across large language models and generative search engines sentiment, accuracy and share of AI voice, alongside your existing social and media monitoring.

Built for teams who know search is changing and need proof of how their brand shows up in the answer, not just the ranking.

Trackyour share of AI voice
6+major LLMs
Insightsto improve your visibility
Identifycontent gaps

Trusted by the world's leading brands

4.8★★★★★rated on G2

Search used to drive clicks. Now it delivers answers

When someone asks an AI assistant to recommend a product, compare vendors or explain a category, the response it gives often becomes the only touchpoint that matters and most brands have no idea what that answer says about them, whether it’s accurate, or whether they’re mentioned at all.

Lolly’s AI Visibility product monitors LLM and generative search output the same way the rest of the Intelligence suite monitors social and news continuously, with sentiment scoring so an AI mention is tracked with the same rigour as a press mention.

Lolly’s capability

Four ways to track
your AI footprint

LLM & Generative Search Monitoring

Tracks what ChatGPT, Gemini and other assistants say about your brand, across representative prompt sets.

ChatGPTGeminiClaudePerplexityCopilotGrok

Monitored prompts10 prompts

“best platform for…”cited
“compare vendors”cited
“alternatives to…”not cited
cited this week6/10

AI Answer Sentiment Analysis

Scores the sentiment and accuracy inside AI-generated responses, not just whether you’re mentioned.

Answer scoringtoday

Sentimentpositive
Accuracy1 flag
AssistantGemini
inaccuracies1

Share of AI Voice

Measures how often you’re cited versus competitors across monitored prompts and categories.

Citation sharevs last month

YouRival ARival BOthers
share of AI voice34%

AI Search Optimization

Turns visibility gaps into a content and structured-data plan to get cited more often.

Gaps where a rival is citedthis month

Category comparison pagegap
Pricing explainergap
Integration indexgap
content gaps3
See how Lolly can add value

Technical capabilities

AI mentions tracked as rigorously
as a press hit

01
02
03
04

One dataset, every channel

AI Visibility runs on the same real-time data layer as the rest of Intelligence, so an AI answer engine’s description of your brand compares directly against social sentiment, competitor share of voice and news coverage from the same period.

UNIFIED DATASETSAME-PERIOD COMPARISON

Prompt sets mapped to your category

Coverage is tracked across a representative set of prompts and categories relevant to your brand, refreshed on a continuous cadence rather than a one-off audit.

CONTINUOUS CADENCECATEGORY PROMPTS

Sentiment and accuracy scored inside the answer

Every monitored AI response is scored for sentiment and checked for factual accuracy about your brand not just whether a citation exists.

SENTIMENT SCOREDACCURACY CHECKED

Benchmarked share of AI voice

Citation frequency is compared against named competitors across the same prompt set, trended over time the same way social share of voice is measured.

NAMED COMPETITORSTRENDED OVER TIME
MONITORED
Source coverage
LLMscontinuous

Major assistants and generative search engines, monitored continuously.

SOCIAL, NEWS & FORUMSsame layer

The same real-time feed powering the rest of the Intelligence suite.

ONE DATASETdecomposable

Decomposable back to a single channel on demand.

one dataset1
Prompt sets

Ten category prompts, refreshed continuously

CITED6 prompts

“Which platform monitors brand mentions in images?”

NOT CITED4 prompts

“Best alternatives for enterprise listening”

cited in6/10
Answer review

Positive answer, one factual inaccuracy

POSITIVEGEMINI0.81

Described as strong on visual detection and enterprise coverage.

ACCURACYflagged

Platform count stated as 9 the correct figure is 15.

inaccuracies1
Share of AI voice
YOU 34%+5pt

Up five points against last month, on the same prompt set.

RIVAL A 27%−2pt

Cited in three prompts where you are not mentioned at all.

your share34%
Talk to an AI visibility expert
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

AI-visibility summaries, delivered by Ana

Ana reads your AI Visibility feed and tells you where you stand, not just whether you were mentioned.

  • Natural-language summaries of how your brand is currently described across monitored LLMs
  • Competitor citation gaps flagged automatically
  • Content briefs drafted to close a specific visibility gap
Ask Ana about your AI visibility

Data & coverage

One platform, every channel
an assistant might cite

Continuous monitoring across major LLMs and generative search engines, tracked alongside social, news, forums and podcasts one dataset, one AI assistant, comparable across every channel.

Assistants monitored

ChatGPTGeminiClaudePerplexityCopilotGrok
See the AI Visibility API

Built for brand, marketing
and category-strategy workflows

Brand & MarketingCompetitive & Corporate StrategyTechnology & SaaS

Answer reviewtoday

Sentimentpositive
Accuracy1 flag
Content gaps3
cited in6/10

Content strategy informed by what AI already says about you.

  • Every monitored answer scored for sentiment and factual accuracy.
  • Visibility gaps turned into a content and structured-data plan.
  • Three gaps identified where a rival is cited instead of you.

Share of AI voicevs last month

You34%
Rival A27%
Rival B21%
change+5pt

Share of AI voice against named competitors.

  • Citation frequency compared across the same monitored prompt set.
  • Trended over time, the way social share of voice is measured.
  • Up five points against last month.

Prompt coveragecontinuous

Monitored prompts10
Cited6
Cadencecontinuous
cited in6/10

Category-defining answers matter most where buyers research with AI first.

  • Representative category prompts, refreshed on a continuous cadence.
  • Assistant descriptions compared against social and news from the same period.
  • One dataset, decomposable back to a single channel.

Industries covered

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

See how your team uses this

Why brand teams add
Lolly’s AI Visibility to their stack

CapabilityLollyIntelligence platformsInfluencer platforms
Social listening & brand intelligenceNo
AI visibility and LLM monitoringLimitedNo
The same data feeds Influencer & AffiliateNoNo
AI assistant across the full stackAnaLimitedLimited
See how you stack up

Questions we get asked first

What is AI visibility, and why does it matter?

AI visibility is how often, and how accurately, a brand is mentioned, cited or recommended inside AI assistant and generative search responses. It matters because AI answers increasingly replace the click-through results they were generated from if you’re not cited, you’re not considered.

Does Lolly track brand mentions in AI tools like ChatGPT?

Yes. Lolly’s AI Visibility product monitors how brands are mentioned, cited and recommended across large language models and generative search engines, tracking sentiment and share of AI voice alongside traditional social and media monitoring.

How is share of AI voice calculated?

By tracking how often your brand versus named competitors is cited or recommended across a representative, monitored set of prompts and categories, trended over time the same way social share of voice is measured.

Ready to see what the
assistants already say?

Book a demo to see your current AI visibility sentiment, citations and share of AI voice benchmarked against competitors.

Book a demo now