Where AI already picks you
This sample does not show a strong attribute lead yet.
AI Visibility Intelligence
Category: Education & Training · Last analyzed: 2026-04-13
39
out of 100
Losing ~55% of buyers using AI search
Companies with higher scores are more likely to appear in AI-driven purchases.
Losing ~55% of buyers using AI search
AlmaBetter is missing in 67% of tracked prompts, while Scaler Academy leads by 10 visibility points.
Where AI already picks you
This sample does not show a strong attribute lead yet.
Where competitors beat you
What to fix first
Close the Career Services Coaching gap before competitors keep owning the recommendation.
Buyers are asking about Career Services Coaching, but your homepage barely explains it. Masai School currently has the stronger AI association.
Masai School is moderate here while AlmaBetter is limited. Homepage copy barely mentions Career Services Coaching.
AlmaBetter appears in 40% of sampled queries. Scaler Academy appears in 50%.
| Brand | Buyer Mentions | Comparison Mentions | Total Mentions |
|---|---|---|---|
| AlmaBetter Your brand | 0% | 100% | 40% |
| Scaler Academy | 33% | 75% | 50% |
| Masai School | 17% | 25% | 20% |
| Coding Ninjas | 0% | 50% | 20% |
Same underlying gaps, reframed around where competitors still capture buyer demand before AlmaBetter gets recommended.
Buyer
data science bootcamp for career switchers with pay after placement model
Competitor leading: Scaler Academy
Create a buyer-intent page aligned to this query so AlmaBetter appears in discovery results.
Buyer
job-oriented Python and machine learning training with placement assistance in India
Competitor leading: Scaler Academy
Create a buyer-intent page aligned to this query so AlmaBetter appears in discovery results.
Directional view based on current AI response patterns, not a full product benchmark.
| Attribute | AlmaBetter | Scaler Academy | Coding Ninjas | Masai School |
|---|---|---|---|---|
| Customer support | ||||
| Industry Certifications Included | ||||
| Hands-on Projects | ||||
| Career Services Coaching | ||||
| Live Instructor-led Sessions | ||||
| Mentorship Programs |
Immediate risk
AlmaBetter is absent in 100% of buyer-intent queries while Scaler Academy appears in 50% of tracked prompts.
Prompts you're missing
60%
Buyer query losses
100%
Comparison coverage
100%
Top competitor by mentions
Scaler Academy (50%)
What buyers hear first
AI assistants position AlmaBetter as mentorship-driven and project-based with career coaching, differentiating it from competitors' technical focus (DSA, system design) but limiting visibility in broader category queries where generic platforms dominate.
Who AI recommends instead
Scaler Academy achieves 50% visibility by being consistently mentioned for job-oriented Python/ML training and placement-focused comparisons, while AlmaBetter appears primarily in direct head-to-head comparisons rather than standalone category recommendations.
What you lose if this continues
None of the four Indian bootcamps appear in buyer queries about AI/ML courses or affordable training—instead, global platforms (Coursera, Udacity, Simplilearn, Great Learning) dominate, indicating AlmaBetter lacks citation in foundational discovery queries.
Act now
Develop dedicated comparison pages: AlmaBetter vs Coding Ninjas (AI/ML focus), AlmaBetter vs Masai School (pay-after-placement model), and AlmaBetter vs Simplilearn (beginner transitions) to capture queries where competitors currently dominate without AlmaBetter presence.
Every missed buyer-intent prompt is a competitor recommendation opportunity.
Everyday you may be losing hundreds of buyers using AI search. You should act now and stop losing customers to your competitors. Schedule a free call with us to learn how to win in AI search.