In our preschool panel, 17 of 24 questions ask about ages or fees. Government domains take 72 of ChatGPT’s 131 listed citations (55%). This chapter covers AI search for preschools in Singapore as measured in November 2026, across 24 questions per engine. MindChamps has the highest composite citation score, 68.8 out of 100, and the most raw citations. Little Footprints Preschool, the first preschool in Google’s results for “preschool singapore”, shares seventh place (=7) with two others.
One gap shapes the chapter. Ahrefs Brand Radar’s Singapore prompt database holds no enrichment-class question with buying intent, so the AI side measures preschool and childcare questions only. Five enrichment providers that entered the panel through Google are listed separately below and are not ranked.
The ranking: 15 preschools by AI visibility, plus five enrichment providers not assessed
Citations by engine
ChatGPT: 6 · Gemini: 0 · Perplexity: 12 · Google AI Overviews: 9
Citations by engine
ChatGPT: 7 · Gemini: 1 · Perplexity: 3 · Google AI Overviews: 11
Citations by engine
ChatGPT: 5 · Gemini: 2 · Perplexity: 0 · Google AI Overviews: 2
Citations by engine
ChatGPT: 5 · Gemini: 3 · Perplexity: 0 · Google AI Overviews: 1
Citations by engine
ChatGPT: 1 · Gemini: 4 · Perplexity: 2 · Google AI Overviews: 1
Show all 15 assessed businesses
Citations by engine
ChatGPT: 8 · Gemini: 0 · Perplexity: 0 · Google AI Overviews: 0
Citations by engine
ChatGPT: 0 · Gemini: 2 · Perplexity: 0 · Google AI Overviews: 5
Citations by engine
ChatGPT: 1 · Gemini: 1 · Perplexity: 0 · Google AI Overviews: 5
Citations by engine
ChatGPT: 0 · Gemini: 1 · Perplexity: 0 · Google AI Overviews: 6
Citations by engine
ChatGPT: 1 · Gemini: 3 · Perplexity: 0 · Google AI Overviews: 2
Citations by engine
ChatGPT: 0 · Gemini: 1 · Perplexity: 1 · Google AI Overviews: 3
Citations by engine
ChatGPT: 0 · Gemini: 0 · Perplexity: 0 · Google AI Overviews: 4
Citations by engine
ChatGPT: 0 · Gemini: 1 · Perplexity: 0 · Google AI Overviews: 0
Citations by engine
ChatGPT: 0 · Gemini: 0 · Perplexity: 0 · Google AI Overviews: 0
Citations by engine
ChatGPT: 0 · Gemini: 0 · Perplexity: 0 · Google AI Overviews: 0
Linked citations in four scored engines. Equal scores share a rank. Scores describe visibility in this panel, not business quality. Not assessed: Kumon Singapore, Learning Point, SuperMinds, The Eton Academy, Young Engineers.
Source: Ahrefs Brand Radar, Singapore, November 2026.
View data: AI citation leaderboard
| Rank | Business | Score | ChatGPT | Gemini | Perplexity | AI Overviews | Google rank | DR |
|---|---|---|---|---|---|---|---|---|
| 1 | MindChamps | 68.8 | 6 | 0 | 12 | 9 | - | 45 |
| 2 | My First Skool | 59.4 | 7 | 1 | 3 | 11 | 10 | 42 |
| =3 | PCF Sparkletots | 28.1 | 5 | 2 | 0 | 2 | - | 24 |
| =3 | E-Bridge Pre-School | 28.1 | 5 | 3 | 0 | 1 | - | 37 |
| =5 | Edufarm Learning Centre | 25.0 | 1 | 4 | 2 | 1 | - | 6 |
| =5 | EtonHouse | 25.0 | 8 | 0 | 0 | 0 | - | 51 |
| =7 | Little Footprints Preschool | 21.9 | 0 | 2 | 0 | 5 | 4 | 27 |
| =7 | Mulberry Learning | 21.9 | 1 | 1 | 0 | 5 | - | 24 |
| =7 | Children’s Cove | 21.9 | 0 | 1 | 0 | 6 | - | 8 |
| 10 | Little Skool-House | 18.8 | 1 | 3 | 0 | 2 | - | 31 |
| 11 | KiddiWinkie Schoolhouse | 15.6 | 0 | 1 | 1 | 3 | - | 26 |
| 12 | NTUC First Campus | 12.5 | 0 | 0 | 0 | 4 | - | 49 |
| 13 | Julia Gabriel Education | 3.1 | 0 | 1 | 0 | 0 | 7 | 23 |
| =14 | Learning Vision | 0.0 | 0 | 0 | 0 | 0 | 6 | 15 |
| =14 | New Life Preschool | 0.0 | 0 | 0 | 0 | 0 | 5 | 10 |
Engine columns show listed citation counts, summed across host variants (www, non-www and subdomains). One answer can contribute more than once. The panel contains 24 questions and 96 stored answers, none missing. Score: up to 25 points per engine, with full marks at 8 citations (how the score works). It is not a quality rating. ”=” marks a shared score; rows inside a tie are in display order only. Google rank is the organic position for “preschool singapore” (Ahrefs, 19 October 2026); ”-” means not in the recorded results. DR is Ahrefs Domain Rating. ChatGPT answers last updated 15 October to 3 November 2026. Source: e-Alchemists analysis of Ahrefs Brand Radar data, Singapore, November 2026.
Not assessed for enrichment visibility in this panel. These five entered through Google’s results for “enrichment classes singapore” (Ahrefs’ 10 October 2026 snapshot). The panel holds no enrichment questions, so they have no rank here. For completeness, none has a linked citation in the stored preschool answers.
View data: AI citation leaderboard
| Business | Google rank for “enrichment classes singapore” | DR |
|---|---|---|
| Young Engineers | 2 | 10 |
| Learning Point | 3 | 28 |
| Kumon Singapore | 5 | 15 |
| The Eton Academy | 7 | 19 |
| SuperMinds | 8 | 18 |
Original ranking data and notes
| Rank | Business | Score (0–100) | Score |
|---|---|---|---|
| 1 | MindChamps | 68.8 | |
| 2 | My First Skool | 59.4 | |
| =3 | PCF Sparkletots | 28.1 | |
| =3 | E-Bridge Pre-School | 28.1 | |
| =5 | Edufarm Learning Centre | 25 | |
| =5 | EtonHouse | 25 | |
| =7 | Little Footprints Preschool | 21.9 | |
| =7 | Mulberry Learning | 21.9 | |
| =7 | Children's Cove | 21.9 | |
| 10 | Little Skool-House | 18.8 | |
| 11 | KiddiWinkie Schoolhouse | 15.6 | |
| 12 | NTUC First Campus | 12.5 | |
| 13 | Julia Gabriel Education | 3.1 | |
| =14 | Learning Vision; New Life Preschool | Not cited in this panel | 0.0 |
Linked citations only. Equal scores share a rank and equal-length bars. Not assessed: Kumon Singapore; Learning Point; SuperMinds; The Eton Academy; Young Engineers.
Source: e-Alchemists analysis of Ahrefs Brand Radar data, Singapore, November 2026.
MindChamps has 27 citations across the four scored engines, five more than My First Skool.
Three findings
Government sites answer the age and fee questions
9 of the 24 questions ask what age a child starts infant care, playgroup, nursery or preschool, and 8 ask about fees, cost or the most expensive preschool. Agencies such as ECDA and MSF publish answers to many of these, and the engines cite them. Government sites take 88 of the 370 citations in the four scored engines’ top-15 domain lists (24%). ChatGPT’s government citations are led by ecda.gov.sg (18 listed citations, summed across host variants), ask.gov.sg (15) and madeforfamilies.gov.sg (13). Google’s top three results for “preschool singapore” are LifeSG, a preschool directory and ECDA.
Two operators lead, and the rest trail well behind
MindChamps scores 68.8 and My First Skool 59.4. No other preschool passes 28.1. Both are chains, as are 14 of the 15 ranked businesses. MindChamps does not appear in Google’s results for “preschool singapore” at all; it ranks sixth for the enrichment term instead. Little Footprints Preschool, the highest-placed preschool on Google at fourth, shares =7 on the composite score. Three of the domains belong to one group: NTUC First Campus operates My First Skool and Little Skool-House, and each domain is scored separately.
This panel does not measure enrichment-class visibility
Two of the 15 ranked preschools are not cited on any scored engine: New Life Preschool and Learning Vision, which are 5th and 6th on Google for “preschool singapore”. The five enrichment providers above are a different case. They came in through the enrichment search term, and the prompt database holds no enrichment question for an engine to answer, so this panel cannot say anything about their AI visibility.
Who AI cites instead
Of the 370 citations in the four scored engines’ top-15 lists, businesses’ own websites take 140 (38%), directories and parent guides 119 (32%), government sites 88 (24%), and social platforms and news sites 21 (6%). A preschool is the sole most-cited domain on one engine: MindChamps on Perplexity (12 citations). On AI Overviews, My First Skool shares first place with skoolopedia.com on 11.
View data: Who AI cites instead
| Engine | Most-cited sites outside the 20 (citations, host variants added) |
|---|---|
| ChatGPT | ecda.gov.sg (18), ask.gov.sg (15), madeforfamilies.gov.sg (13), msf.gov.sg (10), schoolfees.sg (8) |
| Gemini | skoolopedia.com (10), preschooler.sg (5), kiasuparents.com (3) |
| Perplexity | owis.org (10), globalindianschool.org (9), astor.edu.sg (8), honeykidsasia.com (7) |
| Google AI Overviews | skoolopedia.com (11), sassymamasg.com (7), theinternationalschools.com (6), instagram.com (6) |
| Microsoft Copilot | fussymama.sg (7), morebetter.sg (4), misslobang.com (4), parentlah.com (4), moe.gov.sg (4) |
Skoolopedia is the sole most-cited domain on Gemini and joint first on Google AI Overviews. Perplexity leans on education businesses outside the panel, mostly international schools with kindergarten sections; together they take 39 of its 99 top-15 citations (39%).
Google vs AI in preschools
Google organic position 4
AI rank: =7
Highest AI score: 68.8 / 100
Google term: preschool singapore. AI ranks apply only within this panel; tied scores share their rank.
View data: Google vs AI in preschools
| Google top 3 for “preschool singapore” (19 Oct 2026) | AI rank | AI composite top 3 | Google rank |
|---|---|---|---|
| life.gov.sg (government) | not a business | MindChamps | not in recorded results |
| preschooler.sg (directory) | not a business | My First Skool | 10 |
| ecda.gov.sg (government) | not a business | =3 PCF Sparkletots and E-Bridge Pre-School | not in recorded results |
None of Google’s top three is a preschool.
Technical readiness
View data: Technical readiness
| Check (20 businesses, including the five enrichment providers) | Count |
|---|---|
| Put a barrier in front of AI crawlers (robots.txt block, GPTBot refused, or homepage refused) | fewer than 3 of 20 |
| Block any of seven AI crawlers in robots.txt | 0 of 20 |
| Publish an llms.txt file | 6 of 20 |
| Have LocalBusiness-type structured data on the homepage | 6 of 20 |
At least 18 of 20 homepages carry some JSON-LD; fewer than three carry FAQ markup. No robots.txt bars an AI search crawler from the homepage. Counts only, from one homepage check on 14 November 2026.
The preschool playbook
Each move below is a test to run and track, not a result this study measured.
→ Answer the age and fee questions on your own site. 17 of the 24 questions ask about ages, fees or cost, and government sites supply many of the cited answers. A page setting out your fees, intake ages and subsidy steps is worth testing next to them.
→ Check the parent guides for accuracy. Skoolopedia, preschooler.sg, Honeykids Asia and Sassy Mama sit in the engines’ most-cited lists. Make sure what they say about your centres is current.
→ Mark up every centre. Only 6 of 20 homepages have LocalBusiness-type structured data. Operators with many centres can mark up each centre’s address and hours.
→ Enrichment providers: build your own question set. This panel holds no enrichment questions, so it cannot measure enrichment visibility. Track it on a consistent set of questions your customers actually ask.
How this was measured
The e-Alchemists team took every question with buying or local intent in Ahrefs Brand Radar’s Singapore prompt database about preschool, childcare, kindergarten, nursery and enrichment classes (24, listed below; none is about enrichment classes) and counted the citations to each business’s website in the stored answers from ChatGPT, Gemini, Perplexity and Google AI Overviews (AI Mode and Copilot recorded, not scored). One or two citations either way is not meaningful. Measured, not modelled. Full method: How we measured this.
The 24 questions in this panel
- What is the minimum age for infant care in Singapore?
- How much is preschool fees in Singapore?
- What age is preschool in Singapore?
- Which is the best preschool in Singapore?
- Which preschool is best in Singapore?
- What age is infant care in Singapore?
- How much is nursery fee in Singapore?
- What age is nursery 1 in Singapore?
- How much does childcare cost in Singapore?
- Which childcare is best in Singapore?
- Is kindergarten free in Singapore?
- How old is Nursery 1 in Singapore?
- How much does nursery cost in Singapore?
- Which preschool is the best in Singapore?
- Which is the most expensive preschool in Singapore?
- What is the most expensive preschool in Singapore?
- What is the most expensive PreSchool in Singapore?
- Which PreSchool is best in Singapore?
- What age is playgroup in Singapore?
- What is the cheapest option for childcare?
- How do I choose a nursery in Singapore?
- What age is childcare in Singapore?
- What age is nursery in Singapore?
- How old is Nursery Singapore?
Is something about your business wrong? Email admin@e-alchemists.com and we will check it against the data and correct it within five working days.