Short answer
What to track for every brand mention
| Metric | What it measures | How to read it | Good range |
|---|---|---|---|
| Mention Rate | Share of AI answers that name your brand | Your basic visibility. Are you in the answer at all? | 40–60%+ is competitive, below 25% is at risk |
| Coverage | Share of prompts and AI models where you appear | How broad your presence is across topics and assistants | Rising across most models and markets |
| AI Score | How prominently you're placed when mentioned | Position quality. First recommendation vs. end of the list | Average rank 1.0–4.0 when mentioned |
| AI Citations | Which websites AI models cite next to your brand | The sources shaping what AI says about you | Your own and trusted third-party pages cited |
| Sentiment | How positively AI describes your brand | Whether AI recommends you or just lists you | 0.65+ positive, 0.80+ strong |
Ranges from Pranas's 2026 AI visibility benchmarks (2,300+ AI Scans, 60+ brands).
How to monitor brand mentions in ChatGPT
- Write 20–50 prompts your customers really ask, including "best", comparison and problem questions.
- Run them with web search on, several times each.
- Record mentions, position, description and cited sources for you and competitors.
- Repeat weekly and compare trends.
Track mentions across ChatGPT, Perplexity and Gemini
Each assistant relies on different sources, so a brand can lead in one and be missing in another. Comparing Mention Rate per model shows where to focus.
Monitor Perplexity brand mentions
Perplexity cites sources in every answer, which makes it the clearest view of which websites influence AI recommendations in your category.
Track brand mentions in ChatGPT, Gemini, Perplexity and Copilot
Ask the same buyer questions in each assistant, several times, and compare how often your brand is named and where it ranks. Microsoft Copilot and ChatGPT Search draw on the Bing index while Gemini and Google AI Overview draw on Google's, so a brand can be strong in one family and missing in the other. Make sure your site is indexed in both Bing Webmaster Tools and Google Search Console.
Track brand sentiment and reputation in AI answers
Being mentioned is not enough. Check how each AI describes you: the strengths it credits, the drawbacks it repeats and whether it recommends you or only lists you. Pranas summarises what each AI model said about your brand and competitors in every AI Scan, and Brand Perception scores sentiment across models so PR and brand teams can see which narratives to correct.
Automated dashboard for ChatGPT and Gemini brand mentions
Manual checks don't scale past a few prompts. Pranas runs scheduled AI Scans (daily, weekly, every two weeks or monthly) and shows Mention Rate, Coverage and AI Score per AI model and country on one dashboard, with PDF, PowerPoint and Excel exports for reporting. See pricing or what to check if mentions are missing from your dashboard.
Built for Asia-Pacific and global markets
AI answers change by country and language. Pranas runs AI Scans per market, including Indonesia, Singapore, Malaysia, Japan, the United States and more, across 19 AI models from 8 providers.
Example: in our study of 20,839 real Google AI Overview prompts in Indonesia (225,094 citations, 13,996 domains), YouTube was the most-cited website and brand-owned sites were rarely cited. See the top 100 cited websites.
Why Monitor Brand Mentions in AI Assistants?
Over 100M+ users ask ChatGPT, Gemini, and Perplexity for product recommendations, brand comparisons, and purchasing advice every week. If AI assistants are describing your brand inaccurately, recommending competitors instead of you, or generating brand hallucinations, you need to know.
Traditional brand monitoring tools track social media, news articles, and review sites. But they can't see inside AI-generated responses. Pranas is purpose-built for monitoring brand mentions across AI platforms — giving you visibility into the conversations that increasingly shape purchase decisions.
- Know exactly what ChatGPT tells users about your brand
- Detect brand hallucinations and inaccurate AI descriptions
- Track how Gemini and Perplexity rank you vs. competitors
- Monitor sentiment shifts across AI model updates
ChatGPT (GPT-6 family)
Monitor mentions across ChatGPT and the latest GPT-6 models to understand how OpenAI models perceive your brand.
Gemini (Google AI)
Track visibility in Gemini, Gemini 3.1 Pro and Google AI Overviews — the AI that powers Google search.
Perplexity
See how Perplexity cites and recommends your brand using its unique source-based approach.
Claude (Anthropic)
Monitor brand perception across Claude Sonnet 5.5 and Claude Haiku 4.5 models.
How Pranas Monitors Brand Mentions Across AI Models
A systematic, AI Scan-based approach that delivers statistically reliable brand visibility data across all major AI platforms.
Build Prompt Library
Create prompts that mirror what your audience asks AI assistants about your industry.
Scan Across 19 Models
Run 20+ queries per model across ChatGPT, Gemini, Perplexity, Claude, and more.
Analyze Mentions
See mention rates, ranks, sentiment, and citation sources for every mention.
Act on Insights
Get AI-powered recommendations to improve mentions and fix brand hallucinations.
What You'll Discover About Your Brand in AI
Visibility Rate
What percentage of relevant AI queries mention your brand? Benchmark: top brands appear in 60-75% of relevant queries.
Competitive Position
Where do you rank when AI mentions multiple brands? See your position vs. each competitor across every AI model.
Sentiment Analysis
Is AI describing your brand positively, neutrally, or negatively? Track sentiment trends across model updates.
Hallucination Detection
Is AI generating inaccurate information about your brand? Catch and fix hallucinations before they impact customers.
Source Intelligence™
Which sources are AI models citing when they mention your brand? Understand the content driving your AI visibility.
Trend Monitoring
How is your brand mention frequency changing over time? Correlate changes to content updates, PR, and model releases.
What each prompt type monitors
Monitoring is only as good as the questions you ask. Pranas separates prompts by type so you can tell organic discovery apart from prompts that already name your brand.
| Prompt type | Shape of the question | What it reveals | Metric to watch |
|---|---|---|---|
| Unaided | Category question with no brand named | Whether AI answers recommend you unprompted | Coverage |
| Aided | Question that names your brand directly | What the model says about you when asked | Sentiment and accuracy |
| Comparison | Your brand versus a named competitor | How you are positioned head-to-head | Avg Rank |
| Attribute | Question about a specific quality or feature | Which attributes AI associates with you | Mention Rate |
| Use case | Question framed around a job to be done | Which scenarios you are recommended for | Coverage by topic |
Unaided prompts are the default view on the dashboard because they reflect organic discovery.
A balanced monitoring set
- Mostly unaided prompts, so the results are not flattered by naming yourself.
- A handful of aided prompts to catch inaccurate brand descriptions.
- Comparison prompts for each priority competitor.
- Attribute prompts for the qualities you want to own.
Keeping alerts meaningful
- Freeze the prompt set and model mix before you start trending.
- Run on a fixed cadence with a saved scan template.
- Scope by country so local answers are not blended with global ones.
- Treat a Coverage drop as the first alarm, not an AI Score wobble.
Brand Mention Monitoring FAQ
How do I monitor brand mentions in ChatGPT?
List the questions your customers ask, run them in ChatGPT several times (answers vary), and record whether your brand is named, its position and the sources cited. Pranas automates this with scheduled AI Scans and reports Mention Rate, Coverage and AI Score.
How can I track my brand's mentions across ChatGPT, Perplexity and Gemini?
Use one prompt set across all three and compare results side by side. Pranas runs the same prompts across 19 AI models from 8 providers, including ChatGPT, Perplexity, Gemini, Claude and Google AI Overview.
How can I monitor Perplexity brand mentions?
Perplexity always cites sources, so track both whether you're mentioned and which websites it cites. Pranas records Perplexity mentions, rank and AI Citations for you and your competitors.
How do I monitor brand mentions across ChatGPT, Claude and Perplexity?
Run identical prompts across the three assistants on a schedule and compare Mention Rate per model. Large differences between models usually point to differences in the sources each one relies on.
Can I monitor brand mentions in ChatGPT live?
AI answers vary from run to run, so a single live check can mislead. Scheduled AI Scans that repeat each prompt give a more reliable picture. Pranas supports daily, weekly, bi-weekly and monthly schedules.
How do I track brand mentions in Microsoft Copilot?
Copilot answers are grounded in the Bing index, so first make sure your site is verified and indexed in Bing Webmaster Tools. Then ask your buyer questions in Copilot repeatedly and record whether and where your brand appears, the same way you would for ChatGPT, Gemini and Perplexity.
How do I track brand sentiment in ChatGPT and Gemini?
Record how each assistant describes your brand, not just whether it names you: the strengths it credits, the drawbacks it repeats and whether it recommends you. Pranas captures a description per brand in every AI Scan and scores sentiment across models in Brand Perception.
Do brand mentions in AI differ by country?
Yes. The same question asked in Indonesia, Japan or the US can name different brands. Pranas runs AI Scans per market and language.
What should I do after finding where my brand is mentioned?
Check how AI describes you, which websites it cites, and where competitors appear instead of you. Then improve and earn coverage on those sources. Pranas's Gap Analysis, AI Citations and Action Center help prioritise this.