What should EcoQuant do to improve AI visibility?

Increase AI visibility for EcoQuant: EcoQuant has low overall visibility (19.6%). Focus on creating authoritative content that AI systems can reference.

What should EcoQuant do to improve AI visibility?

Improve EcoQuant's presence in category searches: EcoQuant appears in only 20.0% of generic industry queries. Create comprehensive guides and comparison content.

What should EcoQuant do to improve AI visibility?

Close visibility gap: 'My pharmaceutical company needs help with environmental comp': Competitors Jacobs, AECOM appear for this query but EcoQuant doesn't. This is a missed opportunity where EcoQuant should be visible.

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EcoQuant vs Competitors

Q: What should EcoQuant do to improve AI visibility?

Address negative sentiment for EcoQuant: Sentiment score of 5.3/10 indicates issues. Review negative themes:

360° AI Visibility Analysis

EcoQuant

Jacobs

AECOM

ERM

Google Gemini Environmental Technology/Ecology 46 Queries Analyzed February 2026

ERM
54.6%
 Leader

EcoQuant

19.6%

AECOM

17.6%

Jacobs

15.7%

Room to Grow

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.

Share of Voice

19.6%

15.7%

17.6%

54.6%

Mention Rate

20%

63%

Citation Rate

20%

56%

Sentiment Analysis

How positively or negatively AI assistants describe each brand when responding to queries.

Neutral

Jacobs

Score in full report

Neutral

EcoQuant

Score in full report

Neutral

AECOM

Score in full report

Neutral

ERM

Score in full report

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 found

Visibility Gaps Detected

These are queries where competitors appear but you don't — each represents potential customers you're losing to competition.

6 informational6 recommendation4 transactional

ERM and Jacobs dominate these queries

Unlock full report to see exact gap queries and conquest opportunities

Visibility by Query Intent

Informational (9 queries)

11%

Low visibility

Transactional (8 queries)

Low visibility

Comparison (11 queries)

46%

Opportunity area

Recommendation (9 queries)

Low visibility

Competitive Positioning

Overall AI Visibility Ranking

🥇

ERM

Sentiment: 5.0/10

54.6%

Share of Voice

🥈

EcoQuant

Sentiment: 5.0/10

19.6%

Share of Voice

🥉

AECOM

Sentiment: 5.0/10

17.6%

Share of Voice

Jacobs

Sentiment: 5.0/10

15.7%

Share of Voice

Head-to-Head Battles

EcoQuant

mentions

Jacobs

mentions

🏆 Jacobs wins

EcoQuant

mentions

AECOM

mentions

🏆 AECOM wins

EcoQuant

mentions

ERM

mentions

🏆 ERM wins

Visibility by Query Type

Generic Industry Queries (5)

20%

Brand-Specific Queries (39)

18%

Comparison Queries (2)

50%

Query Performance Matrix

C Cited M Mentioned - Not Present Gap Opportunity

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 analyzed

Visibility 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

⚠ GAP

24 queries

EcoQuant 25%

Jacobs 25%

AECOM 21%

ERM 71%

Product Features

⚠ GAP

4 queries

EcoQuant 0%

Jacobs 0%

AECOM 25%

ERM 75%

Customer Service

⚠ GAP

4 queries

EcoQuant 25%

Jacobs 25%

AECOM 25%

ERM 50%

Reviews & Reputation

⚠ GAP

4 queries

EcoQuant 0%

Jacobs 25%

AECOM 50%

ERM 0%

Mobile & Digital

⚠ GAP

2 queries

EcoQuant 50%

Jacobs 50%

AECOM 0%

ERM 100%

General Info

⚠ GAP

2 queries

EcoQuant 50%

Jacobs 0%

AECOM 0%

ERM 100%

Account Opening

⚠ GAP

1 queries

EcoQuant 0%

Jacobs 0%

AECOM 0%

ERM 100%

Security & Trust

⚠ GAP

1 queries

EcoQuant 0%

Jacobs 0%

AECOM 0%

ERM 100%

+7 more topics in full report

Topics where you lead

Topics with gaps to close

Topics neutral/emerging

Priority 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.

UK B2B software decisions/year

500K

AI-Influenced Decisions

35% AI-influenced B2B research

AI Search Growth (YoY)

35% YoY

AI assistants are becoming critical for software evaluation and selection

Untapped Customer Opportunity

2,858

potential customers/month via AI

With only 20% Share of Voice, competitors are capturing most AI-influenced customers. This shows your growth potential if visibility improves.

CAC Reduction Potential

£XXX

saved per customer

Upgrade to unlock

Competitive Position

Trailing

35.0% behind ERM

Your visibility: 19.6% Top competitor: 54.6%

Customer Journey Coverage

Discovery & Research

22%

Critical Gap

Comparison Shopping

46%

Needs Work

Final Selection

Critical Gap

Ready to Switch

Critical Gap

Recommendation: Focus on creating content for the "Final Selection" stage

Intent Coverage Analysis

26% High-Intent

💰 Buying

0.0%

0 of 8 queries

🤔 Comparing

45.5%

5 of 11 queries

🧭 Navigating

33.3%

3 of 9 queries

📚 Researching

11.1%

1 of 9 queries

⭐ Recommendations

0.0%

0 of 9 queries

Win/Loss Overview

Needs Improvement

Wins

Losses

Ties

Win Rate 19.6%

Analyzed 46 queries

Equivalent PPC Value

Annual Value

£88,704/yr

Monthly Value

£7,392/mo

Industry Avg CPC

£12

Based on 9 AI mentions × estimated click-through × industry CPC

Technical AEO Score

How well your website is optimized for AI crawlers and assistants — covering schema markup, content structure, and machine readability.

/100

🔴 Critical

Actively blocked

AI crawlers can't access or parse your content effectively

Visibility Impact

Up to 60%

Urgency

Immediate action required

Score Breakdown by Category

Upgrade to Unlock

Schema.org Markup

0/25

Performance & Accessibility

10/15

AI Meta Tags

5/20

AI Crawler Access

15/20

Content Structure

0/20

Detailed Audit Results

Upgrade to Unlock

Schema.org Markup

Organization Schema

Missing - AI can't confidently identify your brand

5 pts

FAQ Schema

Missing - reduces chance of verbatim quotes in AI responses

5 pts

Content Schema

Missing - AI struggles to categorize your content

5 pts

Breadcrumb Schema

Missing - AI can't understand your site hierarchy

5 pts

Speakable Schema

Missing - voice assistants can't identify quotable content

5 pts

Performance & Accessibility

Page Load Speed

Loaded in 3.50s - slow, crawlers may timeout

5 pts

Mobile Responsive

Mobile-friendly detected

5 pts

SSL/HTTPS

Secure (HTTPS)

5 pts

AI Meta Tags

AI Content Summary

Missing - AI creates its own interpretation of your content

5 pts

Platform-Specific Tags

Missing - no platform-specific optimization signals

5 pts

Robots AI Directives

Missing or restrictive - may limit AI access

5 pts

Open Graph Tags

Found 3/4 tags

5 pts

AI Crawler Access

GPTBot Access

Allowed

5 pts

ClaudeBot Access

Allowed

5 pts

PerplexityBot Access

Allowed

5 pts

llms.txt File

Missing - no AI-specific guidance file (emerging standard)

5 pts

Content Structure

Semantic Headings

Found H1: ✗, H2: ✗, H3: ✗

5 pts

FAQ Content

No FAQ content detected - add Q&A sections for better AI extraction

5 pts

Structured Lists/Tables

Lists: ✗, Tables: ✗

5 pts

Internal Linking

Found 0 internal links - add more internal links

5 pts

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.

high

Address negative sentiment for EcoQuant

Sentiment score of 5.3/10 indicates issues. Review negative themes:

Improves brand perception and recommendations

Additional Strategic Recommendation

Detailed action plan for improving AI visibility...

High impact

+3 more recommendations

Upgrade to unlock

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Exact visibility percentages

CAC reduction analysis

All platform breakdowns

Call deflection savings

Full gap query details

Product category visibility

All strategic recommendations

Technical AEO audit details

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EcoQuant vs Competitors

ERM Leads in AI Visibility

Share of Voice

Visibility Comparison

Sentiment Analysis

Detailed Metrics

Visibility Gaps Identified

Visibility by Query Intent

Competitive Positioning

Overall AI Visibility Ranking

Head-to-Head Battles

Visibility by Query Type

Query Performance Matrix

Topic Analysis

Comparisons

Product Features

Customer Service

Reviews & Reputation

Mobile & Digital

General Info

Account Opening

Security & Trust

Priority Gap Topics

Business Impact Analysis

Customer Journey Coverage

Intent Coverage Analysis

Win/Loss Overview

Equivalent PPC Value

Technical AEO Score

Actively blocked

Score Breakdown by Category

Detailed Audit Results

Schema.org Markup

Performance & Accessibility

AI Meta Tags

AI Crawler Access

Content Structure

What does Technical AEO Score mean?

Strategic Recommendations

Address negative sentiment for EcoQuant

Additional Strategic Recommendation

Unlock 15+ Premium Insights

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