Measures what GPT-5 believes about Wyzant from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Wyzant is firmly in the model's "subject-specific tutoring service" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best subject-specific tutoring services for students who need help in one class? | 0 | 5/5 | 1, 1, 2, 1, 1 |
| Which subject-specific tutoring services are most recommended for math help? | 0 | 5/5 | 2, 2, 1, 1, 2 |
| What are the most popular tutoring services for science subjects? | 0 | 5/5 | 1, 3, 1, 1, 6 |
| Can you recommend the best tutoring services for language learning? | 0 | 3/5 | 6, 6, 7 |
| What are the top tutoring services for coding and programming? | 0 | 5/5 | 2, 1, 2, 1, 1 |
| Which subject tutoring companies are best for middle school students? | 0 | 4/5 | 6, 5, 7, 7 |
| What are the best tutoring options for high school algebra and geometry? | 0 | 5/5 | 2, 1, 2, 2, 1 |
| What tutoring services specialize in one-on-one academic support by subject? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which tutoring services have the best reviews for school subjects? | 0 | 5/5 | 1, 1, 1, 4, 1 |
| What are the best online tutoring services for specific subjects? | 0 | 5/5 | 1, 1, 2, 1, 1 |
| Which tutoring services are best for test prep in a single subject? | 0 | 5/5 | 1, 1, 1, 2, 1 |
| What are the most trusted tutoring services for STEM subjects? | 0 | 5/5 | 2, 1, 1, 2, 1 |
| Can you list the top-rated tutoring services for academic subjects? | 10 | 5/5 | 1, 1, 2, 3, 1 |
| What are the best tutoring services for students struggling in one specific subject? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which subject-specific tutoring service is best for personalized lessons? | 0 | 5/5 | 1, 1, 1, 1, 1 |
This report focuses on Subject-Specific Tutoring Services because that is where Wyzant scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 89 on recall but only 66 on retrieval (gap of +23.3). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Subject-Specific Tutoring Services industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 5:25 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.