Zero-to-Presence AI Visibility Establishment Reaching 47 Mentions Across 4 Engines (MarTech)
Akii Modules Involved
🔍 Detection
🧠 Orchestration
⚡ Execution Support
📊 Monitoring
Total AI Mentions
+47 (+0%)Total AI Mentions
+47 New
ChatGPT Responses
+18 New
Engines with Presence
+4 New
Monitored Prompts Ranked
+34 New
“We knew category creation required AI visibility from day one. Starting from zero was daunting, but the activation roadmap made it systematic.”
A European MarTech startup deployed Akii's system in November 2025 to proactively establish AI engine presence before competitor saturation in a nascent product category. AI Search Tracker and Visibility Activation confirmed zero AI engine mentions across ChatGPT, Google AI, Perplexity, and Copilot. Akii Intelligence translated the zero-presence baseline into a multi-week activation program combining structured data deployment, authoritative content creation, and crawl signal optimization. The client team executed the program with guidance from Visibility Activation, Website Optimizer, and AI Content Engine. By February 2026, AI Search Tracker confirmed 47 AI engine mentions across all 4 engines, compared to an average of fewer than 12 mentions among competitors in the same category.
Results Across AI Engines
% of monitored prompts where brand was cited
Recovery Journey
Visibility Recovery Over Time
Activation Audit Complete
Nov 15
Zero Presence Confirmed
Nov 16
Activation Plan Generated
Nov 19
Foundation Pages Deployed
Dec 1
Category Content Published
Dec 20
First AI Mentions Detected
Dec 28
47 Mentions Confirmed
Feb 15
The Challenge
Zero Presence Detected
critical- Threshold
- 1%
- Actual Delta
- -100%
- Event Date
- November 16, 2025
- Affected Engines
- ChatGPT, Google AI, Perplexity, Copilot
Starting Metrics
Total AI Mentions
ChatGPT Responses
Engines with Presence
Monitored Prompts Ranked
System Response
| Action | Impact | Urgency | Confidence | Effort | Priority |
|---|---|---|---|---|---|
| Create foundational product definition pages with comprehensive schema markup | 9 | 10 | 9 | 5 | high |
| Optimize crawl signal coverage with structured sitemaps and internal linking | 4 | 8 | 6 | 2 | high |
| Deploy industry glossary with 40+ term definitions targeting high-intent prompts | 6 | 7 | 8 | 4 | high |
| Publish 8 category-defining articles establishing product positioning and terminology | 7 | 9 | 7 | 6 | high |
| Establish weekly presence monitoring cadence across all 4 engines | 3 | 5 | 8 | 2 | medium |
| Create comparison and alternative pages for adjacent product categories | 5 | 6 | 6 | 5 | medium |
Metric Definitions
Overall AI Visibility: Composite index measuring brand presence across ChatGPT, Google AI, Perplexity, and Copilot. Calculated from mention frequency, citation depth, and response accuracy across monitored prompt clusters.
Brand Accuracy Score (0–100): Percentage of monitored AI responses containing materially accurate product descriptions based on current official specifications.
Monitored Prompts Ranked: Number of monitored prompt clusters where the brand appears in at least one AI engine response.
Competitive Position Index: Relative visibility indexed against tracked competitors across monitored prompts. Values above 100 indicate outperformance of the competitive set average.
Change / Delta: Difference between baseline and post-implementation values.
Monitoring Cycle: The interval at which AI engine responses are sampled and scored.
Action Priority Formula
Actions are scored using the formula: Priority = (Impact × Confidence × Urgency) / Effort
Each factor is scored 1-10. Higher priority scores indicate actions that are more impactful, urgent, and confident with lower effort requirements.
Key Takeaways
- The system confirmed complete absence from all 4 major AI engines, a critical gap for a startup in a nascent category where early AI presence shapes positioning.
- Foundational product definition pages with schema markup preceded the first AI engine mentions, which appeared during the first post-deployment monitoring cycle.
- Category-defining articles that established product terminology showed increased citation presence relative to standard feature description pages, suggesting engines may prioritize definitional content for new categories.
- ChatGPT showed the fastest activation response, generating 18 mentions over the implementation period, while Perplexity took longer to index but produced more contextually detailed citations.
- The startup reached 47 total AI mentions in 12 weeks, compared to an average of fewer than 12 mentions among competitors in the same category at the same measurement point.