Question h15 head recommend decision
Which tool tells me what sources AI assistants use when they talk about my industry?
On 29 October 2026, ChatGPT recommended three brands, starting with CitePrism; Claude recommended six brands, starting with Profound; Gemini recommended seven brands, starting with Profound, without searching the web; Perplexity recommended Peec AI and Similarweb's AI Citation Analysis. No brand was recommended by all four.
Asked once of each AI on 29 October 2026, with its own web search on and no location sent. Answers are shown verbatim. How we read them: one grand master model marked each brand, and a brand counts only if its name is in the answer word for word. The method.
ChatGPT
gpt-6-luna
You’re looking for an AI visibility or AI citation-tracking tool. It asks assistants questions about your industry and shows which sources they cite in their answers.
For example, CitePrism tracks citations across several AI assistants and lets you inspect the answers and cited pages. Quattr is another option for tracking citations across prompts and platforms. (citeprism.com)
If you just want to try a question or two, OpenSEO’s AI Visibility Checker says it shows the sources different assistants cite. (openseo.gg)
These tools sample answers to selected prompts, so results can vary by question and platform—not a definitive list of everything AI uses about your industry. (axios.com)
What it searched
- tool see what sources AI assistants cite industry mentions AI search visibility source tracking
- AI visibility platform shows sources citations ChatGPT Perplexity brands tools
- GEO tool source tracking AI assistants citations industry
Sites it found
- axios.comGEO starts with the question, not the answercited
- citeprism.comCitePrism: know when AI assistants mention your brandcited
- openseo.ggAI Visibility Checker: See What ChatGPT and Gemini Cite · OpenSEOcited
and 18 more found but not cited
Claude
claude-haiku-5-5
The category you want is AI citation tracking tools (sometimes called generative engine optimization or AI visibility tools). They run prompts related to your industry through AI assistants and record which web pages each answer cites.
Some well-known options:
- Profound: Its citation feature includes source categorization and Outreach Intelligence, and it covers ChatGPT, Perplexity, Claude, Gemini, and several others.
- Semrush AI Visibility Toolkit: It tracks which sources AI cites in answers, alongside mentions and sentiment.
- Ahrefs Brand Radar: It has an AI Citations report that covers Google AI Overviews, ChatGPT, Perplexity, Gemini, Copilot, and Grok.
- Otterly.AI: This is a lower-cost option, with plans starting around $29 a month according to one comparison.
- Peec AI and Scrunch AI: Both appear in 2026 roundups of citation tools.
Prices and engine coverage change often, so check each vendor's current pricing page before you buy. Also, these tools sample prompts, so they show patterns across the queries you track rather than a complete list of every source an assistant uses.
If you want a free starting point, Google Analytics 4 can show traffic arriving from AI platforms, but it doesn't reveal which sources the assistants cited. Google Search Console aggregates AI Overview data with standard web search data, with no separate filter for AI Overview citations. Running a set of prompts by hand in each assistant is another free option, though it's time-consuming.
What it searched
- tool see which sources AI assistants cite by industry
- AI search citation tracking tools 2026
Sites it found
- deepsmith.aiFind Which Sources AI Engines Cite in Your Industrycited
- therankmasters.comBest AI Citation Tracking Tools for AI Visibility (2026)cited
- otterly.aiHow to Track AI Search Engine Citations & Sources: The Complete Guide for 2026cited
and 15 more found but not cited
- llmpulse.aiHow to track Website Citations / Sources in AI Search - LLM Pulse
- demandsphere.comCitation Analytics - Track Which Sources AI Engines Trust
- siftly.aiAI Citation Tracking: See Which URLs AI Cites
- beamtrace.comAI Citation Analysis Tool
- bevisible.appBest tools that show which sources AI cites for marketing teams
- bevisible.appBest AI Search Tools With Source Citation Analysis Tools Beyond Profound
- bevisible.appTop AI citation tracking tools - BeVisible
- airops.comBest AI citation tracking tools for content leaders in 2026
- arxiv.orgDetecting Hallucinated and Suspicious Citations: What Current Tools Can and Cannot Do
- withgauge.comBest AI Citation Tracking Tools in 2026
- arxiv.orgReport on CHIIR 2026 Workshop on Generative AI and Academic Search (GAI&AS)
- orchly.ai11 Best AI Citation Tracking Tools (September 2026)
- arxiv.orgUseful for Exploration, Risky for Precision: Evaluating AI Tools in Academic Research
- dageno.ai8 Best AI Citation Tracking Tools for Brand Mentions (2026)
- arxiv.orgUnraveling the Ai2 Asta Scholarly Research Assistant Citation System
Gemini
gemini-3.1-flash-lite
To track the sources that AI assistants use when discussing your industry or brand, you should look into AI Search Visibility (or Generative Engine Optimization - GEO) tools.
Unlike traditional SEO tools that monitor "blue link" rankings, these platforms are specifically designed to monitor how LLMs (like ChatGPT, Perplexity, Gemini, and Claude) cite websites and mention brands in their generated answers.
Top Tools for Tracking AI Citations & Sources
Several specialized platforms currently lead this space. The "best" choice often depends on whether you need simple monitoring, deep competitive analysis, or automated content optimization:
- Profound: Highly regarded for enterprise-level teams, offering robust AI search intelligence, citation analytics, and workflows to help you influence the sources AI engines choose.
- Peec AI: Popular among marketing teams for its focus on prompt-level analytics and competitive tracking. It allows you to see how your brand stacks up against competitors across specific buying questions.
- Dageno AI: A comprehensive platform that bridges the gap between monitoring and optimization. It helps you identify where you are missing from AI answers and provides actionable content briefs to improve your visibility.
- OtterlyAI: Frequently recommended for small businesses and agencies; it is known for monitoring multiple platforms (ChatGPT, Perplexity, Gemini, Copilot, etc.) in a single dashboard.
- Ahrefs (Brand Radar) & Semrush: If you already use these platforms for traditional SEO, their built-in AI visibility features (such as Semrush’s AI Visibility Toolkit) provide a convenient way to integrate AI tracking into your existing workflow.
- Searchable: An AI-native platform that provides visibility analytics and suggests technical or content-based fixes to help AI models better understand and cite your content.
What These Tools Actually Do
When you use these tools to monitor your industry, they typically perform the following functions:
- Citation Tracking: They monitor which URLs and domains are consistently cited by AI models when responding to industry-specific prompts.
- Competitor Benchmarking: They reveal which competitors are being recommended or mentioned in your category and how your "Share of Voice" compares.
- Gap Analysis: They identify "visibility gaps"—queries where your competitors appear but you do not—so you can create targeted content to fill those voids.
- Sentiment Monitoring: Beyond just being mentioned, they help you understand the context and sentiment the AI assigns to your brand (e.g., is the AI presenting your brand as a top choice or an outdated option?).
How to Get Started
If you are evaluating these tools, start by defining your "prompt universe"—the top 10–20 questions your customers actually ask AI about your industry (e.g., "What is the best [product category] for [use case]?").
Most of these platforms offer free trials or demos. During a demo, ask them to run one of your core "buying questions" through their system to show you exactly which sources are currently influencing the AI's answer—and why your brand might be missing.
What it searched
No web search run. It answered without searching.
Sites it found
None.
Perplexity
perplexity/sonar
You’re looking for an AI citation-tracking or AI visibility tool. It shows which websites and pages assistants cite when answering questions in your industry, often broken down by assistant, topic, and competitor. 215
For a straightforward option, Peec AI tracks sources that influence AI answers; Similarweb’s AI Citation Analysis lets you explore cited domains and URLs by topic and platform. 315 Just note that results reflect the answers the tools monitor—not every source an assistant may use behind the scenes.
What it searched
- tool see sources AI assistants use industry citations AI search visibility
- AI citation tracking tool sources ChatGPT Perplexity industry
- AI assistants source monitoring tool brand visibility citations
Sites it found
- blog.hubspot.comAI citation tracking tools to monitor and increase visibilitycited
- moz.comI Tested 15 of the Best Brand Monitoring Tools: Here Are My ...cited
- aisearch.similarweb.comBest AI Citation Analysis Tools in 2026 | Similarwebcited
and 12 more found but not cited
- slideshare.netBest AI Brand Monitoring Tools 2026: 10 AI Visibility Platforms ...
- agentvisibilitytools.comComplete index: 100 AI search visibility tools
- dev.toHow to Check if ChatGPT Mentions Your Brand (and Track It Automatically)
- superframeworks.comBest Tools to Track & Monitor Brand Mentions in ChatGPT (2026)
- dailyemerald.com8 AI Brand Monitoring Tools for the Problems Comms Teams Hit
- deepsmith.ai2. Profound
- deepsmith.aiBest AI Citation Tracking Tools for Agencies - DeepSmith
- siftly.aiwww.siftly.ai › blog › tools-measure-citation-ratesAI Citation Tracking Tools: 7 Compared + How to Measure ...
- llmpulse.aiBest AI Citation Tracking Tools in 2026 - LLM Pulse
- getaiso.comAI Brand Visibility Tracking Tools (2026): Honest Comparison ...
- dev.toAI Marketing Platforms in 2026: A Developer's Guide to Building a Measurable Growth Stack
- agentvisibilitytools.comAlphabetical index of AI search visibility tools
AI search visibility tools: what AI recommends, November 2026 Every answer as CSV or JSON