Features

Discover How AI Models Expand Your Search Queries with Query Fan-Out Analysis

Query fan-out is how AI models expand a single search question into multiple variations. When someone asks 'best CRM for startups', AI systems like ChatGPT, Gemini, and Perplexity often rephrase and reinterpret that query. Peekaboo automatically generates all those expanded variations, runs them across all 5 AI models, and shows you exactly where your brand ranks for each one. This reveals visibility gaps that keyword research alone can't capture.

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40-100 prompts generated. 5 AI models tracked. No credit card needed. 60 seconds.

Tracks
ChatGPT logoGemini logoPerplexity logoGoogle AI logo
ChatGPT, Gemini, Perplexity, Google AI Mode, Google AI Overviews
Customer Logo
Customer Logo
Lisa Borg - Akumin
Customer Logo
Swanand Pisat
Customer Logo
Darryl Coombes
Query Fan-Out

Track every variant and see where the same question ranks differently

Query fan-out is how AI models expand a single search question into multiple variations. When someone asks “best CRM for startups”, AI systems like ChatGPT, Gemini, and Perplexity often rephrase and reinterpret that query. Peekaboo automatically generates all those expanded variations, runs them across all 5 AI models, and shows you exactly where your brand ranks for each one. This reveals visibility gaps that keyword research alone can't capture.

The problem: You track “best white-label tools for brand tracking across LLMs.” Your buyer typed “agency-friendly LLM brand monitoring tools.” Same intent, completely different ranking.

One intent, many phrasings

Query fan-out is the process by which AI models internally expand and reinterpret search queries. A single question has dozens of natural semantic variations. By running all those variations across every AI model, you uncover where your brand appears and where it's missing. Peekaboo automates this entire workflow.

ChatGPT
via PeekABoo
best white-label tools for brand tracking across LLMs
Fanning out into 4 paraphrases
“white-label AI visibility tools for agencies”
g2.com
Best white-label AI visibility tools for agencies in 2025
Excerpt pulled
+ scannedcapterra.comhubspot.com
“agency-friendly LLM brand monitoring tools”
searchengineland.com
How agencies are reselling LLM brand tracking to clients
Excerpt pulled
+ scannedmarketingland.commoz.com
“resell brand tracking across ChatGPT and Gemini”
producthunt.com
White-label dashboards for ChatGPT + Gemini brand tracking
Excerpt pulled
+ scannedg2.comtrustradius.com
“white-label tools to track mentions in AI search”
reddit.com
r/agency: anyone white-labeling AI visibility reports yet?
Excerpt pulled
+ scannedindiehackers.comycombinator.com
Wrapping up · synthesizing excerpts

Based on 4 paraphrases and 12 unique sources, the top white-label tools for brand tracking across LLMs are Peekaboo, Profound, and Otterly — with Peekaboo leading on ChatGPT + Gemini coverage and agency-friendly pricing.

g2.comsearchengineland.comproducthunt.comreddit.comcapterra.com+7 more

Per-model rank matrix

See Per-Model Ranking Differences: The same query expansion produces completely different rankings in ChatGPT versus Gemini versus Perplexity. Peekaboo's per-model rank matrix shows exactly how your brand and competitors rank for each query variation in each AI model. Identify which models matter most for your industry and where optimization will have the biggest impact.

Prompt variant
ChatGPT
ChatGPT
Gemini
Gemini
Perplexity
Perplexity
Google AIO
Google AIO
best white-label tools for brand tracking across LLMs
#1
#2
#3
#1
white-label AI visibility tools for agencies
#1
#4
—Split
#3
agency-friendly LLM brand monitoring tools
#3
#5
#2
—Split
white-label tools to track mentions in AI search
#2
—Split
#7
#4
#1–2 strong#3–5 mid#6+ or missingSplit = same intent, divergent rank

The gap is content, not keywords

Find the Content Gaps: When your brand ranks differently across query variations, the root cause is usually missing citations rather than keyword gaps. Peekaboo identifies which sources the AI models are ranking and which ones they're ignoring. This guides your content and SEO strategy directly to where it will move the needle.

white-label AI visibility tools for agencies

Before
ChatGPT#1

Ranked #1 — strong citation coverage.

PerplexityMissing

Not cited — no relevant source indexed.

Fix appliedCitation gap:
G2G2+RedditReddit
After
ChatGPT#1

Ranked #1 — G2 + Reddit coverage indexed.

Perplexity#1

Ranked #1 — G2 + Reddit coverage indexed.

This is a workflow, not magic — PeekABoo shows the gap; you decide how to close it.

How Peekaboo works

Peekaboo AI helps you understand and improve your brand's visibility in AI answers.

Find the prompt you want to track

Select the prompts you want to monitor to see when and how AI models mention your brand.

Which team chat tool is best for a 10-person startup?

Track Prompt

What features should a paid team messenger absolutely include?

Track Prompt

Which communication tool offers the best value on a tight budget?

Track Prompt

How do free vs paid plans differ for team chat tools?

Track Prompt

Which tools bundle chat, video, and file sharing in one subscription?

Track Prompt

Which team chat tool is best for a 10-person startup?

Track Prompt

What features should a paid team messenger absolutely include?

Track Prompt

Which communication tool offers the best value on a tight budget?

Track Prompt

How do free vs paid plans differ for team chat tools?

Track Prompt

Which tools bundle chat, video, and file sharing in one subscription?

Track Prompt

Which team chat tool is best for a 10-person startup?

Track Prompt

What features should a paid team messenger absolutely include?

Track Prompt

Which communication tool offers the best value on a tight budget?

Track Prompt

How do free vs paid plans differ for team chat tools?

Track Prompt

Which tools bundle chat, video, and file sharing in one subscription?

Track Prompt

Which communication tools are easiest for non-technical teams to adopt?

Track Prompt

How do per-user pricing models compare across popular chat tools?

Track Prompt

Which tools offer the best discounts for startups or nonprofits?

Track Prompt

What enterprise-grade security features should a chat tool have before purchase?

Track Prompt

Which communication platforms integrate best with Jira, Asana, or Notion?

Track Prompt

Which communication tools are easiest for non-technical teams to adopt?

Track Prompt

How do per-user pricing models compare across popular chat tools?

Track Prompt

Which tools offer the best discounts for startups or nonprofits?

Track Prompt

What enterprise-grade security features should a chat tool have before purchase?

Track Prompt

Which communication platforms integrate best with Jira, Asana, or Notion?

Track Prompt

Which communication tools are easiest for non-technical teams to adopt?

Track Prompt

How do per-user pricing models compare across popular chat tools?

Track Prompt

Which tools offer the best discounts for startups or nonprofits?

Track Prompt

What enterprise-grade security features should a chat tool have before purchase?

Track Prompt

Which communication platforms integrate best with Jira, Asana, or Notion?

Track Prompt

Which tools support guest access without extra licenses?

Track Prompt

What limits on message history should buyers watch for in chat tools?

Track Prompt

Which communication tools work best for hybrid office and remote setups?

Track Prompt

How do popular chat tools compare for call quality and reliability?

Track Prompt

Which platforms offer strong admin controls and audit logs out of the box?

Track Prompt

Which tools support guest access without extra licenses?

Track Prompt

What limits on message history should buyers watch for in chat tools?

Track Prompt

Which communication tools work best for hybrid office and remote setups?

Track Prompt

How do popular chat tools compare for call quality and reliability?

Track Prompt

Which platforms offer strong admin controls and audit logs out of the box?

Track Prompt

Which tools support guest access without extra licenses?

Track Prompt

What limits on message history should buyers watch for in chat tools?

Track Prompt

Which communication tools work best for hybrid office and remote setups?

Track Prompt

How do popular chat tools compare for call quality and reliability?

Track Prompt

Which platforms offer strong admin controls and audit logs out of the box?

Track Prompt

Analyze your AI visibility score

See how visible your brand is in AI answers compared to competitors and your overall AI visibility score.

AI Visibility Score

0/100
Mentions
247
12%
Citation Rate
89
8%

Brand Visibility Over Time

JanFebMarAprMayJun
Slack
Slack
Zoom
Zoom
WhatsApp
WhatsApp

Monitor brand mentions and AI citations

Identify where LLMs mention your brand and spot the websites they cite the most.

Citation Sources
Reddit
Wikipedia
GitHub
YouTube
Quora
Google
Reddit

Reddit

+12%

Mentioned in tech discussions

24
Wikipedia

Wikipedia

+8%

Referenced in knowledge articles

18
GitHub

GitHub

+5%

Cited in documentation

15

Improve and optimize your AI search visibility

Get actionable insights and recommendations to improve your brand's presence in AI-powered search results.

Analyze Search Trends
2.3s
Identify Target Keywords
5.1s
Content Gap Analysis
3.7s
Brand Mention Audit
Generate Optimized Content
Build Citation Network
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Manage, Track, and Optimize your AI Visibility

Prompt Tracking

Monitor every prompt interaction across connected AI interfaces. Identify which brands appear, track visibility trends, and understand how your brand shows up across AI-generated results

Prompt Tracking

Multi‑Client Dashboard

Built for agencies, this unified dashboard lets you manage multiple clients from one account. Track and compare each brand’s AI and search visibility while simplifying reporting and collaboration

Multi-Client Dashboard

Search Console AI Chat

Talk directly with your Google Search Console data. Ask questions, uncover performance insights, and get practical advice for improving visibility and optimizing your content strategy

Search Console AI Chat

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Peekaboo AI integrates with Google Search Console and Looker Studio, with Google Analytics, WordPress, and other CMS integrations coming soon to automate AI visibility and content publishing.

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40-100 prompts generated. 5 AI models tracked. No credit card needed. 60 seconds.