AI Visibility Scorecard
leadber.com · Technology
At 1.65/10, Big Mouth Marketing Pte Ltd is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.65
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"Leadber is a B2B AI lead generation platform serving Singapore, Vietnam, Malaysia and Thailand. It integrates with WhatsApp Business, Facebook Messenger, and Zalo, with AI research." That is how Big Mouth Marketing Pte Ltd introduces itself. When AI engines look at it, they find little to work with. It scores 1.65 out of 10.
Our crawl found structured data on the page (FAQPage, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.65/10, Big Mouth Marketing Pte Ltd is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Your Competitors Are Already Using AI. Are You?
See what changes when you stop doing it the hard way.Finding LeadsWithout Leadber2–3 days of manual researchScrolling directories, spreadsheets, dead endsWith LeadberScout finds 50 leads in 15 secondsVerified, enriched, ready to contactResearching LeadsWithout Leadber1–2 hours per lead in ExcelCopy-pasting from 10 different tabsWith LeadberLeadDive™ full intel in 60 secondsBusiness profile, intent signals, winning.
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The exact fixes for Big Mouth Marketing Pte Ltd
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leadber
Cite this score: Engagemii (2026). "AEO Score for Big Mouth Marketing Pte Ltd." Retrieved from https://engagemii.com/aeo/brands/leadber
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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