Part A — Verdict
AI Presence
LowLow AI recommendation share — action needed
Appeared in 0 of 5 prompts across ChatGPT, Claude, and Perplexity
Strategic summary
journey-1781382208848.example.com is largely absent from AI-driven discovery. AI assistants either don't know the brand or don't associate it with the right category. Foundational visibility work is needed before fine-tuning.
Part B — Why
Diagnosis
Why AI assistants are underrepresenting your brand
AI assistants rarely recommend or mention your brand when users ask about your category.
Appeared in only 0 of 5 tested prompts (0% AIRS).
Competitors are recommended in prompts where your brand was absent. They have stronger narrative framing for key use cases.
Competitors mentioned in 4 prompts where you were absent: TripIt, Google Trips, Roadtrippers.
How each AI sees you.
Different platforms have different knowledge bases. Improving one often lifts the others.
ChatGPT
Rarely mentioned. Focus on brand content.
Claude
Not tested yet
Available with Pro
Perplexity
Not tested yet
Available with Pro
Visibility Heatmap
How well does each AI platform know you across different prompt types?
| Prompt Type | ChatGPT |
|---|---|
Direct Recommendation What are the best travel planning options available right now? | 0 |
Problem Solution I need a travel planning solution. What do you recommend? | 0 |
Comparison Request Can you compare the top 5 travel planning options for me? | 0 |
Beginner Guidance I'm new to travel planning. Where should I start? | 0 |
Budget Constrained What's the best travel planning for someone on a budget? | 0 |
Recommendation Share by Prompt Type
Wilson 95% confidence interval shows measurement precision per stratum
| Type | RS | 95% CI | Prompts |
|---|---|---|---|
Blind No brand mentioned — genuine organic visibility | 0% | [0, 56]±28.1 | 0/3 |
Prompted Brand mentioned — direct recognition | 0% | [0, 79]±39.7 | 0/1 |
Comparative Head-to-head with competitors | 0% | [0, 79]±39.7 | 0/1 |
Detailed Breakdown
Mention Quality
How prominently featured
Depth of information
How relevant the context
Ranking Performance
Share of Voice
journey-1781382208848.example.com needs more prominent positioning in AI responses.
Statistical Confidence
Lower confidence — more data needed for certainty
Competitive Positioning
journey-1781382208848.example.com is mentioned alongside competitors but not differentiated.
3 fixes, ranked by expected lift.
Most teams see measurable changes within 2–4 weeks.
Critical Fix
2 minutesChatGPT mentioned TripIt instead of you when asked "What are the best travel planning options available right now?". Optimize your homepage to position journey-1781382208848.example.com alongside "travel planning".
“As of October 2023, there are several excellent travel planning options available that cater to different needs and preferences. Here are some of the ...”
Where: Homepage
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Important Fix
3 minutesChatGPT mentioned Skyscanner instead of you when asked "What's the best travel planning for someone on a budget?". Optimize your content to position journey-1781382208848.example.com alongside "travel planning".
“Traveling on a budget can be both enjoyable and rewarding with the right planning. Here are some tips to help you make the most of your travel experie...”
Where: Homepage <title> and <h1> tags
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Nice to Have
5 minutesChatGPT mentioned Expedia instead of you when asked "Can you compare the top 5 travel planning options for me?". Optimize your content to position journey-1781382208848.example.com alongside "travel planning".
“Certainly! Here’s a comparison of five popular travel planning options, each with its own strengths and weaknesses: ### 1. **Online Travel Agencies (...”
Where: journey-1781382208848.example.com/compare
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