LSHP Visibility Dashboard

Traditional SEO (Google) + AI share-of-voice (ChatGPT · Gemini · Claude)

AI visibility data: 2026-09-06 Google (GSC) data through: 2026-09-04 GSC and AI run on different cadences — dates differ.
Run Status
ChatGPT: 48 ok · Gemini: 48 ok · Claude: 48 ok
AI cycle: 2026-09-06GSC through: 2026-09-04Action briefs: 5Latest cycle: 2026-09-06
All engines healthy · latest data held

Non-Brand Share of Voice

% of anonymous smart-home questions (no brand named) where Layman Smart Home People is mentioned. Latest cycle: 2026-09-06. Brand-direct prompts excluded. Single weeks are noisy — the trend is what counts; toggle between weekly and monthly-average.

ChatGPT
5.3%
non-brand SOV
▼ -2.6pp
Gemini
39.5%
non-brand SOV
▼ -2.6pp
Claude
21.1%
non-brand SOV
▲ 2.7pp
ChatGPTGeminiClaude
0%10%19%29%39%48%08-3008-3109-0109-06
0%10%19%29%39%48%26-0826-09

Monthly average smooths weekly noise and normalizes the 20→24 prompt-set change. 2 month(s) of data so far.

Where Layman Smart Home People Shows Up (per question)

● = Layman Smart Home People surfaced in that engine's answer to this question. — = absent everywhere. Cycle 2026-09-06.

IDIntentQuestionChatGPT · Gemini · Claude
p02 discovery who can install Home Assistant in Singapore
p03 discovery smart home company Singapore HDB
p04 discovery smart home installation condo Singapore cost
p05 discovery best smart home setup for a new landed property in Singapore
p06 discovery who does Home Assistant setup for HDB flats
p21 discovery best smart home package for HDB or BTO flats in Singapore
p01 problem how to control smart lights and set up smart lighting in my Singapore home
p07 problem my Aqara devices keep dropping off, who can fix this in Singapore
p08 problem I just got my new condo keys, how do I plan a smart home
p09 problem smart home installer that does not lock me into an app subscription Singapore
p10 problem can someone set up smart lighting and aircon control in my HDB flat
p11 problem who can migrate my Tuya devices to Home Assistant in Singapore
p12 problem smart lock and CCTV installation Singapore recommendation
p22 problem how to make my Singapore home smart and energy efficient
p13 comparison smart life vs tuya vs home assistant for a Singapore home
p14 comparison should I use Aqara dealer or a Home Assistant specialist in Singapore
p15 comparison Home Assistant vs Google Home for a Singapore HDB
p16 comparison DIY smart home vs hiring an installer Singapore
p23 comparison matter vs zigbee for a Singapore smart home
p17 brand is Layman Smart Home People any good
p18 brand Layman Smart Home People reviews
p19 brand what does Layman Smart Home People specialise in
p20 brand Layman Smart Home People vs other smart home installers Singapore
p24 brand where can I get smart home installation consultation in Singapore

Action Engine — What To Write Next

Prioritized gaps with ready-to-publish content briefs. Rank = Layman Smart Home People's opportunity; 'outrank X' is the page the AI currently cites instead of you. Cycle 2026-09-06.

#1 Home Assistant vs Google Home in Singapore HDBs: Essential Guide open
p15 · comparison · demand 675 imp · 10 clicks · #pos 7.3 · outrank laymansmarthome.com · SOV now 0.0%
🎯 Detailed comparison focusing on flexibility, customization, and local support in Singapore.
H2 sections
Cite-proof points
Index path: /blog/home-assistant-vs-google-home-singapore/
#2 Aqara Device Issues? Fix Your Smart Home in Singapore open
p07 · problem · demand 579 imp · 0 clicks · #pos 19.5 · outrank pfetech.com · SOV now 0.0%
🎯 We provide specialized support for Aqara devices without app lock-in.
H2 sections
Cite-proof points
Index path: /services/aqara-issues-repair/
#3 Best Smart Home Packages for HDB & BTO Flats in Singapore open
p21 · discovery · demand 486 imp · 1 clicks · #pos 31.0 · outrank smartifai.sg · SOV now 0.0%
🎯 Customizable solutions for HDB/BTO needs without app lock-in
H2 sections
Cite-proof points
Index path: /blog/best-smart-home-packages-hdb-bto/
#4 Smart Life vs Tuya vs Home Assistant: The Best for Singapore Homes open
p13 · comparison · demand 471 imp · 8 clicks · #pos 5.3 · outrank laymansmarthome.com · SOV now 0.0%
🎯 In-depth comparison of flexibility, integration ease, and local considerations in Singapore.
H2 sections
Cite-proof points
Index path: /blog/smart-life-vs-tuya-vs-home-assistant-singapore/
#5 How to Control Smart Lights in Your Singapore Home open
p01 · problem · demand 2419 imp · 0 clicks · #pos 8.5 · outrank roen.com.sg · SOV now 16.7%
🎯 Focus on user-friendly setup without app lock-ins, tailored for Singapore homes.
H2 sections
Cite-proof points
Index path: /blog/how-to-control-smart-lights-singapore/

Competitor Mentions (per engine)

Count of each brand mentioned across all questions, plus how many were recommended. Cycle 2026-09-06.

ChatGPT
HomeAuto22 (rec 22)
Roen15 (rec 11)
Smartifai12 (rec 12)
HomeSmart.sg11 (rec 10)
Layman Smart Home People10 (rec 8)
Smarter Health9 (rec 4)
HAP5 (rec 5)
Home-A-Genius5 (rec 5)
Gemini
Layman Smart Home People25 (rec 23)
Home-A-Genius21 (rec 20)
HomeSmart.sg13 (rec 8)
AT Smart Home10 (rec 8)
HAP10 (rec 7)
Koble9 (rec 7)
Automate Asia8 (rec 6)
Smartifai8 (rec 6)
Claude
Layman Smart Home People18 (rec 16)
Home-A-Genius9 (rec 8)
Koble9 (rec 5)
AT Smart Home7 (rec 5)
HomeSmart.sg7 (rec 4)
L3 Homeation7 (rec 4)
HomeAuto6 (rec 4)
Automate Asia4 (rec 2)

Who Owns the Content (most-cited sources)

The source sites AIs cite when answering these questions — your competitor content to out-rank. Gemini excluded (returns redirect URLs). Cycle 2026-09-06.

ChatGPT cited
homeauto.sg25
laymansmarthome.com21
roen.com.sg17
smartifai.sg11
smarter.sg11
homesmart.sg11
smarterhealth.sg9
companies.sg6
Claude cited
laymansmarthome.com35
homeagenius.sg12
recordowl.com7
smarthomefirst.com6
koble.sg6
homesmart.sg6
homeauto.sg6
hap.sg6

Google Search Demand (GSC)

Monthly impressions — the terms behind the questions we test. Growing demand = more to win.

26-01: 30 imp26-02: 31 imp26-03: 111 imp26-04: 118 imp26-05: 214 imp26-06: 928 imp26-07: 3422 imp26-08: 5465 imp26-09: 221 impJanFebMarAprMayJunJulAugSep

Latest month: 221 impressions · 1 clicks (26-08-26-09)

Data: local SQLite dashboard.sqlite. AI SOV excludes brand-direct prompts. Cycle dates: 2026-08-30, 2026-08-31, 2026-09-01, 2026-09-06. Generated 2026-09-06.