Prompt
build a competitor benchmarking report for AI mentions
Latest observation
Sure — I can build that. To make it useful, I need one quick clarification:
What do you mean by “AI mentions”?
For example:
- Brand mentions in AI tools/search like ChatGPT, Perplexity, Gemini, Claude
- Mentions of your brand in news/social/media related to AI
- AI product mentions comparing competitors’ AI features
- AI-generated search visibility / share of voice
If you want, I can also give you a ready-to-use competitor benchmarking report template right now. Here’s a solid version you can adapt:
Competitor Benchmarking Report: AI Mentions
1) Executive Summary
This report benchmarks competitor visibility in AI-related mentions across major AI platforms, owned content, and third-party sources. It identifies which brands are most frequently surfaced, in what context, and where opportunities exist to increase share of voice.
2) Objectives
- Measure how often competitors are mentioned in AI-generated responses
- Compare sentiment and context of mentions
- Identify themes and feature associations
- Highlight content gaps and visibility opportunities
3) Competitors Benchmarked
| Competitor | Category | Notes |
|---|---|---|
| Brand A | Primary competitor | High AI visibility |
| Brand B | Primary competitor | Strong enterprise presence |
| Brand C | Secondary competitor | Emerging AI differentiation |
4) Channels Analyzed
- ChatGPT responses
- Perplexity results
- Gemini answers
- Claude outputs
- Google AI Overviews
- News articles and blogs
- Social platforms / forums
- Owned web content and PR
5) Benchmark Metrics
| Metric | Description |
|---|---|
| Mention frequency | How often brand appears in AI responses |
| Share of voice | % of total competitor mentions |
| Sentiment | Positive / neutral / negative context |
| Topic association | Common themes linked to the brand |
| Recommendation rate | How often AI recommends the brand |
| Citation presence | Whether AI cites authoritative sources |
6) Findings Summary
Share of Voice
- Brand A: 38%
- Brand B: 27%
- Brand C: 18%
- Your Brand: 17%
Sentiment
- Brand A: Mostly positive, often associated with innovation
- Brand B: Neutral, frequently mentioned for reliability
- Brand C: Mixed, stronger in niche use cases
- Your Brand: Under-mentioned relative to competitors
Top Association Themes
- Automation
- Productivity
- Enterprise adoption
- Pricing
- Security
- Integrations
7) Competitive Insights
What competitors are doing well
- Publishing high-authority AI content
- Earning media coverage and backlinks
- Appearing in comparison pages and listicles
- Creating product pages optimized for AI retrieval
Gaps and opportunities
- Limited mention of your brand in comparison content
- Few citations from authoritative third-party sites
- Weak association with key AI use cases
- Missing structured data and FAQ content
8) Recommendations
-
Publish AI-focused comparison pages
Target queries like “best AI tools for X” and “Brand A vs Brand B.” -
Increase authoritative mentions
Earn coverage in industry publications, review sites, and analyst content. -
Optimize for AI retrieval
Use concise definitions, FAQs, schema markup, and clear product messaging. -
Build topic authority
Create content clusters around your core AI use cases. -
Monitor AI answers regularly
Track changes in mention frequency and sentiment monthly.
9) KPI Dashboard
| KPI | Current | Target |
|---|---|---|
| AI mention share | 17% | 25% |
| Positive sentiment | 42% | 60% |
| Citation count | 12 | 30 |
| AI comparison page visibility | Low | Medium |
| Third-party mentions | 8/month | 20/month |
10) Next Steps
- Define competitors and target AI platforms
- Run baseline prompt tests
- Gather results and score mentions
- Create a monthly reporting cadence
If you want, I can turn this into one of these formats:
- A polished executive-style report
- A spreadsheet/table template
- A prompt-based methodology for collecting AI mentions
- A filled-in report using your competitors and brand
If you share your brand name, competitors, and industry, I can draft the report customized for you.