Category Page Recovery with +23 Points Across 60 Collections (Marketplace)
Akii Modules Involved
🔍 Detection
🧠 Orchestration
⚡ Execution Support
📊 Monitoring
Overall AI Visibility
+23 (+43.4%)Overall AI Visibility
+23 (+43.4%)
Google AI Citations
+15 (+51.7%)
Monitored Prompts Ranked
+73 (+51.8%)
Copilot Mentions
+12 (+57.1%)
“We had no idea our collection pages were invisible to AI engines. The schema audit uncovered structural issues our SEO team had missed for months.”
A large online marketplace identified structural signal failures across 60 product collection pages in November 2025 through a Website Optimizer crawl and schema audit. The audit revealed broken breadcrumbs, missing collection schema, and crawl traps affecting AI engine indexing. AI Search Tracker confirmed the cross-engine visibility decline. Akii Intelligence translated the crawl and schema audit findings into six prioritized remediation actions spanning collection schema deployment, FAQ markup, internal linking optimization, and crawl trap fixes. The client team worked through the prioritized queue over the project timeline with support from Website Optimizer and AI Content Agent. Post-implementation monitoring confirmed visibility reached 76, a gain of 23 points from the baseline of 53 by February 2026.
Results Across AI Engines
% of monitored prompts where brand was cited
Recovery Journey
Visibility Recovery Over Time
Crawl + Schema Audit Started
Nov 10
Structural Failures Identified
Nov 18
Actions Generated
Nov 22
Implementation Started
Dec 1
Schema Deployed Across Collections
Dec 20
Crawl Traps Fixed
Jan 15
Recovery Confirmed
Feb 28
The Challenge
Structural Signal Failure
high- Threshold
- 10%
- Actual Delta
- -11%
- Event Date
- November 18, 2025
- Affected Engines
- Google AI, Copilot
Starting Metrics
Overall AI Visibility
Google AI Citations
Monitored Prompts Ranked
Copilot Mentions
System Response
| Action | Impact | Urgency | Confidence | Effort | Priority |
|---|---|---|---|---|---|
| Deploy collection schema and breadcrumbs across 60 pages | 8 | 8 | 7 | 4 | high |
| Add FAQ schema to top collection pages | 6 | 7 | 7 | 3 | high |
| Fix crawl traps and sitemap segmentation | 7 | 7 | 6 | 4 | high |
| Improve internal linking across collection pages | 6 | 6 | 7 | 6 | medium |
| Publish 10 collection comparison pages | 7 | 6 | 6 | 6 | medium |
| Refresh content snippets on top pages | 5 | 5 | 7 | 5 | low |
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
- Website Optimizer crawl audit revealed structural signal failures across 60 collection pages, including broken breadcrumbs, missing schema, and crawl traps that were preventing AI engine indexing.
- Collection schema deployment preceded the steepest recovery phase, with improvements appearing once structural fixes had propagated across monitored engines.
- Crawl trap fixes correlated with improved Copilot and Google AI citation rates, likely because these engines are more sensitive to crawl signal quality.
- Monitored Prompts Ranked increased from 141 to 214, a 51.8% gain, indicating significant expansion of the marketplace's AI visibility footprint.
- Post-recovery visibility reached 76, a gain of 23 points from baseline, indicating that the structural remediation likely addressed long-standing indexing issues in addition to the recent decline.