CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD
Company intelligence Management

CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD Company Intelligence, Employees & Workforce Signals

People graph depth
15 signals
Deep profile graph across 3 mapped departments.
Account research
6 steps
Account research checklist combines buying-committee coverage, ICP fit, technology workforce evidence, related-company graph, domain trust, and people graph depth; raw contact values are hidden.
Technology talent
9
Technology-oriented role signals in the workforce graph.
Funding signal
Historical funding signal
Historical funding signal; last round May 1985.
Evidence quality 100/100 Priority intelligence record

AeroLeads company intelligence

CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD workforce intelligence signals

Evidence from AeroLeads company records, matched professional profiles, and related company graph.

High confidence
Intelligence completeness
Strong intelligence record
7 of 11 major intelligence groups are available for this company.
Largest mapped team
IT
8 profile signals in IT.
Departments mapped
3
Workforce composition from AeroLeads profile data.
Profile graph
Deep profile graph
15 mapped workforce signals against a 29 employee size estimate.
Top seniority band
Individual contributor
13 of 16 classified profile signals.
Technology talent
8
Technology roles and departments found in workforce signals.
Social followers
44
Audience size from company social data.

Profile graph researchability

Visible people graph includes 16 visible people: 16 named, 16 titled, 16 located, and 0 contactable.

Multi-signal profile graph
Profile coverage evidence tier: Deep profile coverage evidence. Profile coverage evidence combines 15 mapped workforce signals, 29 employee size estimate, and 51.7% profile graph coverage.
Multi-signal profile graph evidence: Researchability is based on 16 visible people with 3 populated evidence dimensions: named, titled, and located signals.
People
16
Named
16
Titled
16
Located
16
Contactable
0

Data methodology

AeroLeads renders only source-backed fields for this company page.

4 source groups
Company record Matched profile graph Related company graph Company signal fields
Blank source fields are omitted
Related companies are ordered deterministically
Structured data uses aggregate counts only

Intelligence completeness

7 of 11 major intelligence groups are available for this company.

7 / 11 groups
Strong intelligence record 63.6%
Workforce composition Contactability Decision makers Buying committee Technology talent Domain confidence Market and peer context

Evidence quality

This page clears the 60+ AeroLeads company-intelligence evidence threshold.

100 / 100
Priority intelligence record Threshold 60+
Workforce composition Department seniority map Business function mix Functional team estimates Functional coverage gap Decision-maker coverage
Workforce graph
17 signals
Workforce composition, Department seniority map, Business function mix
Source trust
10 signals
Functional team estimates, Functional coverage gap, Domain confidence
Decision-maker intelligence
5 signals
Decision-maker coverage, Leadership signals, Department leadership coverage
Technology intelligence
2 signals
Technology talent, Technology leadership
Market and peer context
14 signals
Related company graph, Peer graph strength, Peer position benchmark
Company momentum
4 signals
Company signal breadth, Company momentum score, Funding signal
46 additional source-backed evidence signals are counted in this page quality score.

Prospecting readiness

CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD shows research-first prospecting fit based on decision-maker coverage, technology workforce evidence, people graph depth, and peer context.

40 / 100
Research-first prospecting fit Corroborated prospecting evidence

Prospecting evidence combines decision-maker coverage, technology workforce evidence, people graph depth, and peer context; raw contact values are hidden.

ICP fit
Qualified ICP fit

ICP fit combines company size, market specificity, buying committee, technology path, and people graph depth; raw contact values are hidden.

63 / 100
Company size
29 employees
Employee estimate is in a common outbound prospecting range.
Market specificity
Tagged market profile
2 category and specialty signals in the company record.
Buying committee
Mapped buying committee
Mapped decision-maker signals span 1 business function.
Technology path
Mapped technology evidence
9 matched technology role signals found in the workforce graph.
People graph depth
Deep profile graph
15 mapped workforce signals against a 29 employee size estimate.
Account research checklist
Multi-step account research checklist

Account research checklist combines buying-committee coverage, ICP fit, technology workforce evidence, related-company graph, domain trust, and people graph depth; raw contact values are hidden.

6 steps
Map reachable buying committee
Mapped buying committee
Buying-committee evidence combines 1 mapped buying-committee function and Technology / data function coverage.
Validate ICP fit
Qualified ICP fit
ICP fit combines company size, market specificity, buying committee, technology path, and people graph depth; raw contact values are hidden.
Review technology path
Mapped technology evidence
9 matched technology role signals found in the workforce graph.
Compare related peers
Limited peer comparison
Compares this company with related-company evidence across employee scale and peer graph evidence.
Check domain trust
Basic domain identity
Domain evidence combines website domain and social profile; raw email addresses are hidden.
Review people graph depth
Deep profile graph
15 mapped workforce signals against a 29 employee size estimate.
Decision-maker coverage
Mapped buying committee
Mapped decision-maker signals span 1 business function.
Technology contact path
Mapped technology evidence
9 matched technology role signals found in the workforce graph.
People graph depth
Deep profile graph
15 mapped workforce signals against a 29 employee size estimate.
Peer context
Multi-signal peer benchmark evidence
Peer benchmark combines 10 related companies with peer graph strength, size benchmark, and size position. Underlying peer graph includes 4 evidence types: industry context, employee benchmarks, website records, social profiles.
Person-level contact coverage missing: No visible people on this page include email or phone contact evidence.

Domain trust signals

Domain confidence for chenguan.com.my is based on website domain and social profile.

35 / 100
Basic domain identity Limited domain evidence

Domain evidence combines website domain and social profile; raw email addresses are hidden.

Website domain
chenguan.com.my
The official website domain is available from the company source record.
Social profile
LinkedIn organization page
A LinkedIn organization page is present for this company record.

AeroLeads coverage snapshot

Profile sample
4
Visible people attached to this company page.
Profile graph depth
Deep profile graph
15 mapped workforce signals against a 29 employee size estimate.
Department coverage
3
Departments represented in AeroLeads workforce signals.
Department concentration
Multi-department workforce
Mapped workforce signals span 3 departments, led by IT.
Leadership signals
1
Department lead or leadership signals in the org data.
Department leader sample
Limited department leader sample
AeroLeads source data includes 1 leadership signal across 1 department; rows show titles and contact-channel presence only.
Department leadership coverage
Focused department leadership coverage
Leadership signals appear in 1 of 3 mapped departments.
Leadership density
6.70
Percent of mapped department signals that are leadership signals.
Department seniority map
Multi-department seniority map
Visible department samples map 12 seniority-classified profiles across 3 departments and 2 seniority bands.
Technology talent
9
Visible profiles matching technology role patterns.
Technology evidence confidence
Mapped technology evidence
9 matched technology role signals found in the workforce graph.
Technology department signals
8
Mapped department profile signals in technology-oriented teams.
Domain confidence
Basic domain identity
Domain confidence for chenguan.com.my is based on website domain and social profile.
Company signal breadth
Two-signal company record
Company-level signals include social audience and funding.
Company momentum score
Limited company momentum score
Momentum score blends historical funding signal and peer position from AeroLeads company and profile evidence.
Audience density
Low audience density
44 followers against 29 employee estimate, about 1.50 followers per estimated employee.
Funding recency
Historical funding signal
Last funding round is 494 months before the Jun 2026 source update.
Specialty signals
1
Specialty tags in the company record.
Market specificity
Tagged market profile
2 category and specialty signals in the company record.
Peer industry clusters
4
Industries represented by related company records.
Related companies
10
Company graph links available for comparison.
Industry benchmark
Evidence-backed industry benchmark
Industry benchmark uses 10 related companies, 6 same-industry peers, 3 benchmark dimensions, and 4 peer evidence types from the AeroLeads related-company graph.
Peer benchmark confidence
Multi-signal peer benchmark evidence
Peer benchmark combines 10 related companies with peer graph strength, size benchmark, and size position. Underlying peer graph includes 4 evidence types: industry context, employee benchmarks, website records, social profiles.
Peer position benchmark
Employee-scale peer position benchmark
Peer-position benchmark shows employee scale above 20% of 10 comparable related peers.
Peer comparison matrix
Limited peer comparison
Compares this company with related-company evidence across employee scale and peer graph evidence.
Workforce locations
11
Locations represented in visible profile signals.
Workforce distribution
Distributed workforce
Visible profile location signals are spread across 11 locations.
Workforce location footprint
Multi-city workforce footprint
Visible profile locations span 11 cities across 1 country, led by Malacca.
Workforce distribution model
Workforce hub outside company location
The largest visible workforce hub is Malacca, Malaysia, while the company location is Puchong, Selangor, My.
Workforce geography evidence confidence
Multi-location workforce geography evidence
Workforce geography spans 11 locations across 16 visible profile signals. Top workforce hub differs from company location.
Workforce seniority tiers
2
Seniority bands derived from visible profile titles and levels.
Seniority evidence confidence
Multi-tier seniority evidence
Seniority graph spans 16 classified profile signals across 2 tiers. Contributor-heavy visible sample.
Classified seniority profiles
16
Visible profiles with usable seniority signals.
Management-to-IC proxy
Contributor-heavy visible sample
3 managerial seniority signals and 13 contributor signals appear in the visible seniority-classified sample.
Role title diversity
Diverse role title sample
15 distinct role titles across 16 visible titled profiles.
Visible role titles
15
Distinct role titles found in visible profile signals.
Business function mix
Focused business-function workforce sample
AeroLeads maps 10 visible profile signals into 2 business functions; 0 include visible contact data.
Mapped business functions
2
Business functions inferred from visible profile titles and departments.
Functional team estimates
Engineering team estimate
AeroLeads derives 9 visible engineering team profile signals from mapped business-function signals.
Functional coverage gaps
Partial function coverage map
Visible people signals cover 2 of 8 core business functions. Not observed in the visible graph: Sales / revenue, Marketing / growth, Product / design, and People / HR. Treat this as a coverage gap, not confirmed absence.
Decision-maker signals
3
Visible profiles matching seniority or leadership title patterns.
Decision-maker reachability
No visible decision-maker contact coverage
Mapped decision-maker signals do not include visible contact data.
Buying committee evidence confidence
Mapped buying committee
Mapped decision-maker signals span 1 business function.
Buyer persona availability
Single-persona buyer availability
Mapped decision-maker evidence covers Technology buyer; 0 of 1 buyer persona include visible contact data.
Prospecting fit
Research-first prospecting fit
CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD shows research-first prospecting fit based on decision-maker coverage, technology workforce evidence, people graph depth, and peer context.
ICP fit
Qualified ICP fit
CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD matches the qualified ICP fit band for common outbound filters based on company size, market specificity, buying committee, technology path, and people graph depth.
Account research checklist
Multi-step account research checklist
Account research checklist combines buying-committee coverage, ICP fit, technology workforce evidence, related-company graph, domain trust, and people graph depth; raw contact values are hidden.
Intelligence signal groups
16
AeroLeads signal groups available for this company.

Market focus signals

Primary industry
Construction
Market specificity
Tagged market profile
2 category and specialty signals in the company record.
Market evidence tier
High-confidence market evidence
Market evidence combines 6 classification signals from categories, specialties, related peer industries, and description keywords. 2 description-backed keyword signals are included.
Industry benchmark
Evidence-backed industry benchmark
Industry benchmark uses 10 related companies, 6 same-industry peers, 3 benchmark dimensions, and 4 peer evidence types from the AeroLeads related-company graph.
Top peer industry
Construction
60% of 10 related peer industry signals.
Peer benchmark evidence
Multi-signal peer benchmark evidence
Peer benchmark combines 10 related companies with peer graph strength, size benchmark, and size position. Underlying peer graph includes 4 evidence types: industry context, employee benchmarks, website records, social profiles.
Size position
Smaller than most related peers
8 of 10 related employee-estimated peers are higher.
Peer graph strength
Benchmark-ready peer graph
Related peer graph has industry context, employee benchmarks, website records, and social profiles across 10 related companies.
Benchmark dimensions: peer graph strength, size benchmark, and size position.
Categories
Construction
Specialties
Bayan Lepas
Product-market keyword evidence
Structured market keywords
Keyword evidence comes from 3 source field groups: Category, Specialty, Description.
Product-market keyword evidence tier: Corroborated product-market keyword evidence. Product-market keyword evidence combines 4 unique market keywords, 3 source field groups, and 2 description-backed keywords (1 category, 1 specialty, and 2 description).
Construction · Category Bayan Lepas · Specialty was established · Description acmv design supply · Description
Related peer industries
Peer-industry evidence tier: High-confidence peer-industry evidence. Peer-industry evidence combines 10 related companies, 4 peer-industry clusters, and top peer industry Construction at 60.0%.
Functional coverage gaps
Partial function coverage map
Visible people signals cover 2 of 8 core business functions. Not observed in the visible graph: Sales / revenue, Marketing / growth, Product / design, and People / HR. Treat this as a coverage gap, not confirmed absence.
Transparent function coverage evidence: Function coverage evidence combines observed functions Technology / data and Customer / support and 6 unobserved core functions in the visible graph.
Construction 6 peers
60.0% of related peer industries
Oil and Gas 2 peers
20.0% of related peer industries
Facilities Services 1 peer
10.0% of related peer industries
Appliances, Electrical, and Electronics Manufacturing 1 peer
10.0% of related peer industries

Company signals

Company signal breadth
Two-signal company record
Company-level signals include social audience and funding.
Corroborated company record evidence: Company record evidence combines 2 source-backed company signal types: social audience and funding.
Social audience
44
Followers in the company source record.
Social audience evidence tier: Limited social-audience evidence. Social audience evidence uses 44 followers from source field social_followers.
Audience density
Low audience density
44 followers against 29 employee estimate, about 1.50 followers per estimated employee.
Audience-density evidence tier: Limited audience-density evidence. Audience-density evidence combines 44 social followers, 29 employee estimate, and 1.50 followers per estimated employee.
Funding
Funding data
May 1985
Funding evidence tier: Corroborated funding evidence. Funding evidence combines last round date May 1985 and historical funding signal from structured company source fields.
Historical funding signal: Last funding round is 494 months before the Jun 2026 source update.

Workforce composition

Department concentration
Multi-department workforce
Mapped workforce signals span 3 departments, led by IT. 53.3% of mapped department signals are in the largest department.
Department concentration evidence tier: Multi-department concentration evidence. Department concentration evidence combines 3 mapped departments, top department IT, and 53.3% top-department share.
Department leadership coverage
Focused department leadership coverage
Leadership signals appear in 1 of 3 mapped departments. Leadership signals represent 6.7% of mapped department signals.
Department leadership evidence tier: Limited department leadership evidence. Department leadership evidence combines 1 leadership signal, 1 of 3 mapped departments, and 6.7% leadership density.
Department seniority map
Multi-department seniority map
Visible department samples map 12 seniority-classified profiles across 3 departments and 2 seniority bands.
Department seniority evidence tier: High-confidence department seniority evidence. Department seniority evidence combines 12 seniority-classified profiles, 3 departments, 2 seniority bands, and top cell General + Individual contributor with 5 profiles.
General 6 profiles
Manager: 1 Individual contributor: 5
IT 5 profiles
Individual contributor: 5
Healthcare 1 profile
Individual contributor: 1
1 leadership signals
Department leader sample
Limited department leader sample
0 contactable

AeroLeads source data includes 1 leadership signal across 1 department; rows show titles and contact-channel presence only.

Department leader evidence tier: Limited department leader evidence. Department leader evidence combines 1 leadership signal and 1 department; raw contacts are hidden.
Leader Department Seniority Channel
Mohamad Azrul Mohd Bohari
Bim Manager
 General Manager No visible contact channel
IT 8 signals
53.3% of mapped department signals
General 6 signals
40.0% of mapped department signals, 1 leadership signals
Healthcare 1 signals
6.7% of mapped department signals

Technology talent signals

9 matched technology role signals.

Technology evidence tier
Mapped technology evidence
9 matched technology role signals found in the workforce graph.
8 IT department signals
Engineering 9 profiles
100.0% of matched technology role signals
Matched role examples
New Maintenance Engineer - Recent Universiti Teknikal Malaysia Melaka Graduate 2
Project Manager at Chen Guan Air-conditioning & Engineering Sdn. Bhd. 1
Mechanical Engineer at Chen Guan 1
Administrative Clerk at Chen Guan Air Conditioning & Engineering Sdn Bhd 1

Workforce seniority mix

Aggregated from 16 classified profile signals.

Largest seniority band
Individual contributor
13 of 16 classified profile signals.
Multi-tier seniority evidence: Seniority graph spans 16 classified profile signals across 2 tiers. Contributor-heavy visible sample.
Management-to-IC proxy
Contributor-heavy visible sample
18.8%
managerial seniority signals
81.2%
contributor seniority signals
3 managerial seniority signals and 13 contributor signals appear in the visible seniority-classified sample.
Management-shape evidence tier: Contributor-heavy management-shape evidence. Management-shape evidence combines 16 seniority-classified signals, 3 managerial signals, 18.8% managerial share, and 13 contributor signals.
Individual contributor 13 profiles
81.2% of classified seniority signals
Manager 3 profiles
18.8% of classified seniority signals

Workforce geography

Aggregated from 16 visible profile location signals.

Workforce geography evidence
Multi-location workforce geography evidence
Workforce geography spans 11 locations across 16 visible profile signals. Top workforce hub differs from company location.
Distribution signal
Distributed workforce
Visible profile location signals are spread across 11 locations.
Workforce distribution model
Workforce hub outside company location
The largest visible workforce hub is Malacca, Malaysia, while the company location is Puchong, Selangor, My.
Corroborated workforce model evidence: Workforce model evidence combines 16 located profile signals, 11 workforce locations, 11 cities, 1 country, top hub Malacca, Malaysia at 18%, and company-location alignment.
Locations
11
Countries
1
Top hub share
18%
Workforce location footprint
Multi-city workforce footprint
Visible profile locations span 11 cities across 1 country, led by Malacca.
Cities
11
Countries
1
Company-location alignment
Top workforce hub differs from company location
The largest visible workforce location is Malacca, Malaysia, while the company location is Puchong, Selangor, My.
Top workforce hub share: 18.8%
Company-location evidence tier: Workforce-location divergence evidence. Company-location alignment evidence combines company location Puchong, Selangor, My, top workforce hub Malacca, Malaysia, 18.8% top workforce hub share, and location difference.
Malacca, Malaysia 3 profiles
18.8% of visible location signals
Selangor, Malaysia 2 profiles
12.5% of visible location signals
Bandar Baru Bangi, Selangor, Malaysia 2 profiles
12.5% of visible location signals
Melaka, Malacca, Malaysia 2 profiles
12.5% of visible location signals
Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia 1 profile
6.2% of visible location signals
Tangkak, Johore, Malaysia 1 profile
6.2% of visible location signals

Decision-maker coverage

3 seniority signals.

Decision-maker evidence tier
Mapped decision-maker evidence
Decision-maker evidence covers 3 seniority signals. Buying committee spans 1 function.
No visible decision-maker contact coverage
Mapped decision-maker signals do not include visible contact data.
Buying committee function coverage
Single-function buying-committee coverage
0 of 1 mapped functions include visible decision-maker contact data.
Mapped buying committee: Mapped decision-maker signals span 1 business function.
Buying committee evidence tier: Mapped buying-committee evidence. Buying-committee evidence combines 1 mapped buying-committee function and Technology / data function coverage.
Buyer persona availability: Single-persona buyer availability. Mapped decision-maker evidence covers Technology buyer; 0 of 1 buyer persona include visible contact data. Mapped buyer persona evidence: Buyer persona evidence combines 1 mapped buyer persona and Technology buyer coverage.
Technology / data
Manager 3 profiles
100.0% of mapped seniority signals

Role and function mix

16 visible titled profiles across 15 distinct role titles.

Title mix
Diverse role title sample
15 distinct role titles across 16 visible titled profiles.
Role-title evidence tier: Diverse role-title evidence. Role-title diversity evidence combines 16 visible titled profiles, 15 distinct role titles, and top title New Maintenance Engineer - Recent Universiti Teknikal Malaysia Melaka Graduate at 12.5%.
Business function mix
Focused business-function workforce sample
AeroLeads maps 10 visible profile signals into 2 business functions; 0 include visible contact data.
Business-function evidence tier: Mapped business-function evidence. Business-function evidence combines 10 mapped function profile signals, 2 business functions, and top function Technology / data at 90.0%.
Functional team estimates
Engineering team estimate
AeroLeads derives 9 visible engineering team profile signals from mapped business-function signals.
Mapped functional team evidence: Functional team estimate evidence combines 9 visible engineering team profile signals.
Engineering team estimate 9 profiles
90.0% of mapped function signals; Technology / data
Technology / data 9 profiles
90.0% of mapped function signals
Customer / support 1 profile
10.0% of mapped function signals
New Maintenance Engineer - Recent Universiti Teknikal Malaysia Melaka Graduate 2 profiles
12.5% of visible titled profiles
Administrative Clerk at Chen Guan Air Conditioning & Engineering Sdn Bhd 1 profile
6.2% of visible titled profiles
Bim Manager 1 profile
6.2% of visible titled profiles
Heating Air Conditioning Technician 1 profile
6.2% of visible titled profiles
Heating and Air Conditioning Engineer at Chen Guan Air Conditioning & Engineering Sdn Bhd 1 profile
6.2% of visible titled profiles
Honda Malaysia Service Instructor 1 profile
6.2% of visible titled profiles

Contactability signals

Visible people
4

Explore related pages

CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD management graph

Related company intelligence:

was established in May 1985, with its core business activity in ACMV design, supply and contracting in Malaysia.

Company source details

Employees
29
Address
Puchong, Selangor, My
Industry
Construction
NAICS
Construction
Website
chenguan.com.my
Keywords
Bayan Lepas.
HQ
Puchong
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CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD Questions

CHEN GUAN AIR CONDITIONING & ENGINEERING SDN BHD people graph sample