Top wins
- Kognitiv appears in 3/12 tracked AI queries (25% coverage).
- 3/6 comparison queries mention Kognitiv, showing visibility when buyers evaluate alternatives.
- Visibility is within 8 points of Salesforce Marketing Cloud.
AI Visibility Intelligence
Where Kognitiv Is Winning and Losing AI Buyer Visibility
Category: Marketing Technology · Last analyzed: 2026-03-31
Kognitiv AI visibility score
38
out of 100
Losing ~55% of buyers using AI search
Companies with higher scores are more likely to appear in AI-driven purchases.
AI Search Win/Loss summary for Kognitiv
Losing ~55% of buyers using AI search
Kognitiv is missing in 9/12 tracked prompts right now. Every missed answer is a likely lost sale.
Top losses
- 6/6 buyer-intent queries do not mention Kognitiv.
- 3/6 comparison queries miss Kognitiv.
- Salesforce Marketing Cloud leads by 8 visibility points (33% vs 25%).
Act now
Develop comparison pages positioning Kognitiv against Braze on CDP capabilities and against Salesforce on AI-powered personalization ROI; ensure these pages rank for 'Kognitiv vs [competitor]' queries to capture…
How AI compares Kognitiv across buyer and comparison queries
Kognitiv appears in 3/9 sampled queries (33%). Salesforce Marketing Cloud appears in 2/9 (22%).
Confidence: MediumSignal confidence is medium. Trends are useful but should be validated with deeper sampling.
| Brand | Buyer Mentions | Comparison Mentions | Total Mentions |
|---|---|---|---|
| Kognitiv Your brand | 0/6 | 3/3 | 3/9 |
| Salesforce Marketing Cloud | 1/6 | 1/3 | 2/9 |
| Epsilon | 1/6 | 1/3 | 2/9 |
| Braze | 1/6 | 1/3 | 2/9 |
Where Kognitiv loses today
Buyer-intent queries where competitors are recommended while Kognitiv is not mentioned.
Buyer
best customer loyalty platform for enterprise retail brands
Competitor leading: Salesforce Marketing Cloud
Create a buyer-intent page aligned to this query so Kognitiv appears in discovery results.
Buyer
loyalty program software with API integration for enterprise marketers
Competitor leading: Braze
Create a buyer-intent page aligned to this query so Kognitiv appears in discovery results.
Exploratory attribute map (directional view)
This map is directional and should be treated as exploratory context, not deterministic product capability scoring.
| Attribute | Kognitiv | Salesforce Marketing Cloud | Epsilon | Braze |
|---|---|---|---|---|
| Integrations | ||||
| Reporting & analytics | ||||
| Customer support | ||||
| Real-time Personalization | ||||
| Mobile App Capabilities | ||||
| Customer Data Unification |
Where Kognitiv Is Losing AI Buyers to Competitors
Immediate risk
Kognitiv is absent in 6/6 buyer-intent queries while Salesforce Marketing Cloud appears in 2/9 tracked prompts.
Prompts you're missing
6/9
Buyer query losses
6/6
Comparison coverage
3/3
Top competitor by mentions
Salesforce Marketing Cloud (2/9)
What buyers hear first
Kognitiv is positioned narrowly as an AI-driven personalization and behavioral analytics specialist, appearing in only 25% of queries versus 33% for competitors, limiting visibility in broader enterprise loyalty conversations.
Sample-basedCompetitive signalCoverage signal
Who AI recommends instead
Comparison pages establish Kognitiv's strength in predictive analytics and machine learning but frame it as a specialized alternative rather than a comprehensive platform, positioning it against broader solutions like Salesforce.
Sample-basedComparison signal
What you lose if this continues
Buyer queries exclude Kognitiv entirely from enterprise retail loyalty recommendations, with Salesforce, Epsilon, and Braze dominating initial consideration sets across multiple use cases.
Sample-basedBuyer-intent signal
Act now
Develop comparison pages positioning Kognitiv against Braze on CDP capabilities and against Salesforce on AI-powered personalization ROI; ensure these pages rank for 'Kognitiv vs [competitor]' queries to capture high-intent comparison traffic.
Every missed buyer-intent prompt is a competitor recommendation opportunity.
Detailed interpretation
- Kognitiv is positioned narrowly as an AI-driven personalization and behavioral analytics specialist, appearing in only 25% of queries versus 33% for competitors, limiting visibility in broader enterprise loyalty conversations.
- Comparison pages establish Kognitiv's strength in predictive analytics and machine learning but frame it as a specialized alternative rather than a comprehensive platform, positioning it against broader solutions like Salesforce.
- Buyer queries exclude Kognitiv entirely from enterprise retail loyalty recommendations, with Salesforce, Epsilon, and Braze dominating initial consideration sets across multiple use cases.
AI Visibility Gaps for Kognitiv in AI Search Results
- Kognitiv absent from 'best customer loyalty platform for enterprise retail' query where Salesforce and Epsilon appear; needs positioning in retail-specific loyalty architecture conversations.
- Missing from 'loyalty program software with API integration' query where Braze, Klaviyo, and Loyalty.com are cited; API-first integration capabilities underrepresented in buyer discovery.
- Not mentioned in 'enterprise loyalty management system' query featuring Marillions, Comarch, and Capillary; lacks visibility in high-transaction-volume, complex-structure loyalty scenarios.
Where AI mentions Kognitiv in buyer and comparison queries
Recommended AI search optimizations for Kognitiv
- Develop comparison pages positioning Kognitiv against Braze on CDP capabilities and against Salesforce on AI-powered personalization ROI; ensure these pages rank for 'Kognitiv vs [competitor]' queries to capture high-intent comparison traffic.
- Create category content establishing Kognitiv as the AI-intelligence layer for enterprise loyalty, citing specific use cases (predictive churn, behavioral segmentation) to earn mentions in 'loyalty analytics and rewards platform' and 'personalized customer engagement' buyer queries.
- Secure citations in authoritative martech guides and comparison frameworks by positioning Kognitiv's API-first architecture and behavioral modeling as differentiators in enterprise loyalty implementation guides, targeting the 'API integration for enterprise marketers' query segment.
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