AI Overviews & Answer-Engine Capture Dashboard

Cognivex.io • Last updated: 2 hours ago

AIO Impression Share
12.4%
-1.8pp
CTR Suppression Rate
2.7%
+0.3pp
Perplexity Citation Rate
8.2%
+2.1pp
Vulnerability Score
6.8/10
+0.4
Schema Citation Lift
+41%
+8pp
Zero-Click Revenue Exposure
$55K/mo
+$7K

Answer-Engine Vulnerability by Query Category & Engine

Google AIO
Perplexity
Bing Copilot
ChatGPT
HR Automation
8.2
6.4
5.1
4.3
Performance Mgmt
7.1
5.8
4.6
3.9
Employee Onboarding
6.1
3.2
3.8
4.2
Payroll Compliance
8.7
9.4
6.8
5.5
Workforce Analytics
4.7
3.5
3.1
4.1
AI Software Comparison
9.8
7.2
8.1
6.9
Vulnerability Score: 0 = Low
10 = High

AI Overview CTR Impact vs. Traditional SERP

Citation Frequency by Content Format

Competitive Citation Share Timeline (Last 90 Days)

Google AIO Coverage

Tracked Keywords 492/1200
Our Citations 61
Avg. Position When Cited 4.2
CTR Delta -2.7%

Perplexity Citations

Sampled Queries 340
Brand Mentions 28
Citation Rate 8.2%
Growth (90d) +2.1pp

Bing Copilot & ChatGPT

Bing Copilot Citations 19
ChatGPT Browse Mentions 12
Combined Rate 5.4%
Schema Correlation +41%

AI Overview Ranking-to-Citation Gap

Structured Data Citation Correlation

FAQ Schema +58% citation lift
HowTo Schema +47% citation lift
Article Schema +34% citation lift
Product Schema +29% citation lift
Organization Schema +18% citation lift

Answer-Engine Opportunity Table (Top Vulnerable Queries)

Query Cluster Vuln Score AIO Impr. CTR Suppr. Rev. Exposure Current Rank Schema
hr automation software comparison AI Software Comparison 9.8 12,400 -3.9% $8,200 #2 Article
payroll compliance requirements 2024 Payroll Compliance 9.4 8,900 -4.1% $6,500 #3 FAQ
best hr analytics tools Workforce Analytics 8.7 7,600 -2.8% $5,100 #1 Product
employee onboarding checklist template Employee Onboarding 8.2 11,200 -3.2% $7,400 #5 HowTo
performance management system features Performance Mgmt 7.8 6,300 -2.4% $4,200 #2 Article
automated hr workflows setup HR Automation 7.4 5,800 -2.1% $3,900 #4 HowTo
workforce analytics dashboard examples Workforce Analytics 7.1 4,500 -1.9% $3,000 #3 Article
payroll tax compliance guide Payroll Compliance 6.9 3,900 -1.6% $2,600 #6 FAQ

Content Attribute Citation Predictor Score

Word Count 2000+ +0.82
89% of cited pages exceed 2000 words
Structured FAQ Section +0.76
FAQ schema drives 58% citation lift
Comparison Tables +0.68
Present in 71% of cited comparison queries
Updated Within 90 Days +0.54
Freshness signals matter for AIO inclusion
Author Byline + Bio +0.41
E-E-A-T signals correlate with citations

Revenue Recovery Projection (9-Month Goal)

Target: Increase AIO Citation Share 12% → 28%
Projected Revenue Recovery: $55K/mo by Month 9 through improved citation share on top 150 commercial-intent keywords