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.
1.7%
Share of Citation
30.0%
Share of Voice
#3
Rank in category
180
Probes fired

Where you stand — overall leaderboard

Subject in crimson. Share of Citation = % of probes where the brand's domain appeared in the LLM's source list.

#BrandShare of CitationCitedProbes
1Profound
5.6%
10180
2Otterly.AI
3.3%
6180
3CitedAudit
1.7%
3180
4Goodie AI
1.1%
2180
5Peec AI
0.6%
1180
6Rankscale
0.6%
1180
7Scrunch AI
0.0%
0180

By provider — which AI surface is hardest

Same metric, split by which model answered. Search-grounded providers (Perplexity, Gemini) cite more often than non-grounded ones (Claude, GPT). The hardest surface is usually the one with the most static training data.

ProviderSubject SOVSubject SOCN probes
anthropic
33.3%
0.0%
60
openai
33.3%
0.0%
60
perplexity
23.3%
5.0%
60

By stage — where in the funnel the gap lives

Buyer-journey stages weighted equally. A brand cited heavily on AWARENESS queries but absent on DECISION queries has a very different problem from the inverse.

StageSubject SOVSubject SOCN probes
AWARENESS
4.4%
0.0%
45
EXPLORATION
6.7%
0.0%
45
COMPARISON
31.1%
2.2%
45
DECISION
77.8%
4.4%
45

Top-cited domains in this category

What the LLMs are actually pulling from. If your brand isn't here, this list IS the remediation roadmap — these are the surfaces you need to show up on.

#HostCitation shareCount
1youtube.com
30
30
2linkedin.com
29
29
3reddit.com
15
15
4semrush.com
10
10
5tryprofound.com
10
10
6blog.hubspot.com
8
8
7citeaudit.com
8
8
8geneo.app
7
7
9dageno.ai
7
7
10usecited.ai
7
7
11therankmasters.com
7
7
12trysight.ai
6
6
13discoveredlabs.com
6
6
14tryanalyze.ai
6
6
15loganix.com
6
6
16ahrefs.com
6
6
17otterly.ai
6
6
18writesonic.com
6
6
19g2.com
6
6
20citeddigital.co
6
6

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