CitedAudit · Baseline Report · CitedAudit · day0 · 2026-07-20
CitedAudit / Day 0
At baseline, CitedAudit was cited in 3 of 180 probes (1.7%) and mentioned in 54 (30.0%). Ranked #3 among 7 tracked brands in the category.
Where you didn't show up — remediation fodder
2 probes per stage where CitedAudit was not mentioned. These are the exact queries Phase 1 content needs to answer.
AWARENESS how do I know if my company shows up in ChatGPT answers
To determine if your company appears in responses generated by ChatGPT, you can follow these steps:
1. **Search for Your Company Name**: Ask ChatGPT questions that would likely lead to responses containing your company's name. For example, you can inquire about specific products, services, or news related to your industry.
2. **Use Contextual Queries**: Frame your questions in a way that relates to your industry or market. Ask about trends, competitors, or relevant topics that might include your company's name or offerings.
3. **Monitor Contextual Relevance**: Pay attention to the context i
openai · gpt-4o-mini
AWARENESS what is AI search visibility for brands
**AI search visibility** for brands is the measure of how often and how prominently a brand appears, is cited, or is recommended within **AI-generated answers** on platforms like ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot, rather than its ranking on traditional search result pages [1][2][3].
It represents a shift from "ranking for clicks" to being **selected as a trusted recommendation** by AI systems that synthesize information for users [2][15].
### Key Characteristics of AI Search Visibility
| Aspect | Description |
| :--- | :--- |
| **Primary Forms** | **Mentions**: The
perplexity · sonar
EXPLORATION best tools to monitor if your brand shows up in ChatGPT
Monitoring if your brand is mentioned or shows up in ChatGPT or similar AI models can be challenging, as these models are designed to generate responses based on a mixture of licensed data, data created by human trainers, and publicly available information. However, there are some general approaches and tools you can use to monitor your brand's presence online:
1. **Google Alerts**: Set up alerts for your brand name, keywords, and related terms. Google will notify you whenever new content appears online that includes these terms.
2. **Social Media Monitoring Tools**:
- **Brand24**: Monito
openai · gpt-4o-mini
EXPLORATION best tools to monitor if your brand shows up in ChatGPT
The best tools to monitor if your brand shows up in ChatGPT are **purpose-built AI visibility platforms** that automate prompt testing and track mentions, citations, and sentiment over time. The top options include:
| Tool | Best For | Key Features |
|------|----------|--------------|
| **Dageno AI** | Overall visibility + improvement workflow | Tracks mentions, improves results, comprehensive ChatGPT monitoring [10] |
| **WorkDuo** | Agencies & multi-brand teams | Scale monitoring, share of voice, position, sentiment, citations [1] |
| **Profound** | Enterprise teams | Deep analytics, govern
perplexity · sonar
COMPARISON Peec AI vs Otterly AI which tool gives better insights
Comparing Peec AI and Otterly AI in terms of which provides better insights largely depends on the specific use cases and features of each tool, as well as the needs of the user. Here are some factors to consider for both:
### Peec AI
- **Focus**: Peec AI may concentrate on specific applications, such as education, personal productivity, or niche analysis.
- **Data Processing**: It may offer advanced analytics and insights based on the data it processes, potentially integrating with various platforms for deeper insights.
- **User Experience**: The interface and ease of use may contribute to h
openai · gpt-4o-mini
COMPARISON Peec AI vs Otterly AI which tool gives better insights
**Peec AI provides better insights for data depth, brand perception, and stakeholder-grade reporting**, while **Otterly AI offers better insights for actionable page-level fixes and speed**.
The choice depends on whether your priority is *analyzing how AI perceives your brand* (Peec) or *determining exactly what to fix on your website* (Otterly).
### Core Differences in Insight Quality
| Insight Dimension | **Peec AI** (Better for Depth) | **Otterly AI** (Better for Action) |
| :--- | :--- | :--- |
| **Primary Focus** | **Brand perception & sentiment**: Analyzes how AI models frame your bra
perplexity · sonar
DECISION CitedAudit pricing plans is there a free trial
Yes, **CiteAudit** offers a **14-day free trial** of its Professional plan, which includes full Pro features with **no credit card or payment required** to start [1].
Key details about the trial:
- **Duration**: 14 days
- **Features**: Full access to Professional-tier capabilities
- **Requirement**: No credit card needed [1]
- **After the trial**: The **Starter** and **Pro** plans are paid subscriptions [1]
CiteAudit also mentions a **free tier** for solo practitioners who conduct only 1–2 audits per year, which can be tried before committing to a paid plan [1].
perplexity · sonar
DECISION CitedAudit reviews from real users
There are **no verified reviews from real users** for **CiteAudit** (the AI benchmark for detecting fake scientific citations), because it is primarily a **research tool and academic benchmark** rather than a commercial product with a public consumer review footprint.
### Key Context explaining the lack of user reviews:
* **Academic Nature:** CiteAudit is defined as a "benchmark grounded in hallucinated citations reported on OpenReview" and a "multi-agent framework" for researchers, reviewers, and publishers to audit citations [2][3]. It is not a consumer software product sold on platforms
perplexity · sonar