LSHP Visibility Dashboard

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

AI visibility data: 2026-08-31 Google (GSC) data through: 2026-08-28 GSC and AI run on different cadences — dates differ.

Non-Brand Share of Voice

% of anonymous smart-home questions (no brand named) where Layman Smart Home People is mentioned. Latest cycle: 2026-08-31. Brand-direct prompts excluded. Single weeks are noisy — the trend is what counts; toggle between weekly and monthly-average.

ChatGPT
10.5%
non-brand SOV
▼ -2.0pp
Gemini
42.1%
non-brand SOV
Claude
15.8%
non-brand SOV
ChatGPTGeminiClaude
0%10%19%29%39%48%08-3008-31
0%10%19%29%39%48%26-08

Monthly average smooths weekly noise and normalizes the 20→24 prompt-set change. 1 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 2026-08-31.

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 2026-08-31.

#1 Easy Smart Lighting Setup in Your Singapore Home open
p01 · problem · demand 2342 imp · 0 clicks · #pos 8.5 · outrank roen.com.sg · SOV now 0.0%
🎯 Step-by-step guide with local product recommendations and smart lighting tips
H2 sections
Cite-proof points
Index path: /blog/smart-lighting-setup-singapore/
#2 Home Assistant vs Google Home: Best for Singapore HDBs open
p15 · comparison · demand 659 imp · 10 clicks · #pos 7.3 · outrank joinhomeshift.com · SOV now 0.0%
🎯 Comprehensive comparison tailored for HDB living, focusing on local needs
H2 sections
Cite-proof points
Index path: /blog/home-assistant-vs-google-home-hdb/
#3 Aqara Device Issues? Top Repair Services in Singapore open
p07 · problem · demand 572 imp · 0 clicks · #pos 19.5 · outrank pfetech.com · SOV now 0.0%
🎯 Specialized Aqara troubleshooting and seamless integration support
H2 sections
Cite-proof points
Index path: /aqara-device-issues/
#4 Best Smart Home Packages for HDB and BTO Flats in Singapore open
p21 · discovery · demand 481 imp · 1 clicks · #pos 31.0 · outrank smartifai.sg · SOV now 0.0%
🎯 Customizable smart home solutions with no app lock-in for HDB/BTO flats
H2 sections
Cite-proof points
Index path: /blog/best-smart-home-packages-hdb-bto/
#5 Smart Life vs Tuya vs Home Assistant: The Best for Singapore Homes open
p13 · comparison · demand 462 imp · 8 clicks · #pos 5.3 · outrank homeagenius.sg · SOV now 0.0%
🎯 Focus on local installation expertise and support for Home Assistant.
H2 sections
Cite-proof points
Index path: /blog/smart-life-vs-tuya-vs-home-assistant/

Competitor Mentions (per engine)

Count of each brand mentioned across all questions, plus how many were recommended. Cycle 2026-08-31.

ChatGPT
HomeAuto23 (rec 21)
Roen23 (rec 18)
Smartifai12 (rec 12)
Layman Smart Home People10 (rec 8)
HomeSmart.sg9 (rec 7)
HAP7 (rec 6)
Home-A-Genius6 (rec 6)
Smarter Health6 (rec 4)
Gemini
Layman Smart Home People26 (rec 25)
Home-A-Genius17 (rec 15)
HomeAuto11 (rec 9)
Koble11 (rec 9)
AT Smart Home10 (rec 8)
HAP9 (rec 6)
HomeSmart.sg8 (rec 5)
Smartifai7 (rec 6)
Claude
Layman Smart Home People16 (rec 12)
Home-A-Genius7 (rec 5)
HomeSmart.sg7 (rec 3)
Koble7 (rec 4)
HomeAuto5 (rec 4)
AT Smart Home4 (rec 3)
L3 Homeation4 (rec 2)
Aqara2 (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 2026-08-31.

ChatGPT cited
homeauto.sg24
roen.com.sg22
laymansmarthome.com12
smartifai.sg11
homesmart.sg8
smarterhealth.sg6
homeagenius.sg6
hap.sg6
Claude cited
laymansmarthome.com32
homesmart.sg9
homeagenius.sg9
terris.sg8
koble.sg8
atsmarthomesg.com8
recordowl.com5
homeauto.sg5

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. Generated 2026-09-01.