LSHP Visibility Dashboard

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

AI visibility data: 2026-09-01 Google (GSC) data through: 2026-08-28 GSC and AI run on different cadences — dates differ.
Run Status
ChatGPT: 48 ok · Gemini: 48 ok · Claude: 48 ok
AI cycle: 2026-09-01GSC through: 2026-08-28Action briefs: 5Latest cycle: 2026-09-01
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: 2026-09-01. Brand-direct prompts excluded. Single weeks are noisy — the trend is what counts; toggle between weekly and monthly-average.

ChatGPT
7.9%
non-brand SOV
▼ -2.6pp
Gemini
42.1%
non-brand SOV
Claude
18.4%
non-brand SOV
▲ 2.6pp
ChatGPTGeminiClaude
0%10%19%29%39%48%08-3008-3109-01
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 2026-09-01.

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 2026-09-01.

#1 How to Control Smart Lights in Your Singapore Home open
p01 · problem · demand 2342 imp · 0 clicks · #pos 8.5 · outrank roen.com.sg · SOV now 0.0%
🎯 Focus on user-friendly installation and integration without app lock-in
H2 sections
Cite-proof points
Index path: /blog/how-to-control-smart-lights-singapore/
#2 Home Assistant vs Google Home: Best for Singapore HDBs open
p15 · comparison · demand 659 imp · 10 clicks · #pos 7.3 · outrank laymansmarthome.com · SOV now 0.0%
🎯 In-depth analysis of capabilities tailored for Singapore HDBs
H2 sections
Cite-proof points
Index path: /blog/home-assistant-vs-google-home-singapore-hdb/
#3 Aqara Device Issues? Expert Smart Home Support in Singapore open
p07 · problem · demand 572 imp · 0 clicks · #pos 19.5 · outrank homesmart.sg · SOV now 0.0%
🎯 All-in-one service targeting Aqara device stability and installation.
H2 sections
Cite-proof points
Index path: /services/aqara-fix-singapore/
#4 Smart Life vs Tuya vs Home Assistant for Singapore Homes open
p13 · comparison · demand 462 imp · 8 clicks · #pos 5.3 · outrank laymansmarthome.com · SOV now 0.0%
🎯 In-depth comparison focused on local market needs and app flexibility
H2 sections
Cite-proof points
Index path: /blog/smart-life-vs-tuya-vs-home-assistant-singapore/
#5 Smart Home Installation Cost for Condos in Singapore open
p04 · discovery · demand 366 imp · 0 clicks · #pos 23.8 · outrank hap.sg · SOV now 0.0%
🎯 Transparent pricing and no app lock-in for smart home solutions
H2 sections
Cite-proof points
Index path: /blog/smart-home-installation-condo-cost-singapore/

Competitor Mentions (per engine)

Count of each brand mentioned across all questions, plus how many were recommended. Cycle 2026-09-01.

ChatGPT
HomeAuto25 (rec 21)
Roen22 (rec 20)
Smartifai13 (rec 12)
HomeSmart.sg10 (rec 8)
Layman Smart Home People9 (rec 9)
Home-A-Genius8 (rec 8)
Ambi Pur5 (rec 5)
HAP5 (rec 4)
Gemini
Layman Smart Home People26 (rec 26)
Home-A-Genius19 (rec 18)
AT Smart Home14 (rec 13)
HomeSmart.sg13 (rec 10)
Koble13 (rec 10)
Automate Asia10 (rec 8)
Smartifai9 (rec 7)
HomeAuto8 (rec 7)
Claude
Layman Smart Home People17 (rec 14)
HomeSmart.sg7 (rec 4)
AT Smart Home6 (rec 4)
Home-A-Genius6 (rec 5)
HomeAuto6 (rec 5)
Koble6 (rec 3)
L3 Homeation5 (rec 0)
Roen3 (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 2026-09-01.

ChatGPT cited
homeauto.sg26
roen.com.sg24
laymansmarthome.com15
smartifai.sg14
homesmart.sg11
homeagenius.sg9
hap.sg7
smarter.sg5
Claude cited
laymansmarthome.com34
homesmart.sg10
homeagenius.sg10
homeauto.sg8
atsmarthomesg.com8
terris.sg7
koble.sg7
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 impJanFebMarAprMayJunJulAug

Latest month: 5465 impressions · 20 clicks (26-07-26-08)

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