Share of Voice
How often each brand is mentioned when AI assistants answer relevant queries.
Visibility Comparison
Side-by-side comparison of mention rates, citation rates, and primary recommendations across brands.
Sentiment Analysis
How positively or negatively AI assistants describe each brand when responding to queries.
Detailed Metrics
Breakdown of visibility metrics including overall score, mention rate, citation rate, and primary recommendation rate.
| Company | Overall Score | Mention Rate | Citation Rate | Primary Rec. Rate |
|---|---|---|---|---|
| EcoQuant |
Low
|
Upgrade | Upgrade | Upgrade |
| Jacobs |
Low
|
Upgrade | Upgrade | Upgrade |
| AECOM |
Low
|
Upgrade | Upgrade | Upgrade |
| ERM |
Good
|
Upgrade | Upgrade | Upgrade |
Visibility Gaps Identified
16 gaps foundThese are queries where competitors appear but you don't — each represents potential customers you're losing to competition.
ERM and Jacobs dominate these queries
Unlock full report to see exact gap queries and conquest opportunities
Visibility by Query Intent
Competitive Positioning
Overall AI Visibility Ranking
Head-to-Head Battles
Visibility by Query Type
Query Performance Matrix
Query-by-query breakdown showing which brands appear in AI responses — C means cited as top recommendation, M means mentioned, Gap means competitors appear but you don't.
| Query | Intent | Platform | EcoQuant | Jacobs | AECOM | ERM |
|---|---|---|---|---|---|---|
| How can EcoQuant help me measure biodiversity in my restored wetlands? | Informational | Gemini | C | - | - | - |
| How does Industry's ecological monitoring compare to EcoQuant's? | Comparison | Gemini | C | - | - | - |
| Is EcoQuant better than Jacobs for monitoring carbon outcomes in rivers? | Comparison | Gemini | C | M | - | M |
| ! Do I actually need an ecological impact assessment for my small construction project? | Informational | Gemini | - | - | - | C |
| What's the average cost of a Phase I environmental site assessment? | Transactional | Gemini | - | - | - | - |
Topic Analysis
9 topics analyzedVisibility rate shows how often each brand appears when AI assistants answer queries on this topic. Rates are independent — multiple brands can appear in the same response, so percentages may not sum to 100%.
STRONG = You lead competitors. GAP = Competitors lead you. OPPORTUNITY = Low visibility across all brands — potential whitespace.
Comparisons
! GAPProduct Features
! GAPCustomer Service
! GAPReviews & Reputation
! GAPMobile & Digital
! GAPGeneral Info
! GAPAccount Opening
! GAPSecurity & Trust
! GAPPriority Gap Topics
Focus your content on: Account Opening Security & Trust Product Features. Competitors are winning these conversations. Upgrade to reveal
Business Impact Analysis
Estimated business value of AI visibility based on market size, customer acquisition potential, and operational efficiency gains.
AI assistants are becoming critical for software evaluation and selection
Customer Journey Coverage
Intent Coverage Analysis
26% High-IntentWin/Loss Overview
Needs ImprovementEquivalent PPC Value
Technical AEO Score
How well your website is optimized for AI crawlers and assistants — covering schema markup, content structure, and machine readability.
Actively blocked
AI crawlers can't access or parse your content effectively
Score Breakdown by Category
Upgrade to UnlockDetailed Audit Results
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Performance & Accessibility
AI Meta Tags
AI Crawler Access
Content Structure
What does Technical AEO Score mean?
Technical AEO is necessary but not sufficient for AI visibility. A high score ensures AI assistants can access, understand, and attribute your content — but your content quality and authority determine if you actually win recommendations. Think of it like SEO: perfect technical setup removes barriers but doesn't guarantee rankings.
Strategic Recommendations
Prioritized actions to improve your visibility in AI assistant responses based on gap analysis and competitive positioning.
Address negative sentiment for EcoQuant
Sentiment score of 5.3/10 indicates issues. Review negative themes:
Improves brand perception and recommendationsAdditional Strategic Recommendation
Detailed action plan for improving AI visibility...
High impact+3 more recommendations
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