VERIFIED CASE STUDY · SINGAPORE SME

From Invisible to #1 AI-Cited Brand.
In 90 Days.

A Singapore SME in a competitive home-services category came to us with zero AI search visibility. Within 90 days of a structured GEO programme, they were the #1 most-cited brand by AI engines — with 1,033 citations, 447 brand mentions, 16.5% brand coverage (↑3 positions), and an 83% likelihood-to-buy score (↑4 points). Here's exactly how it happened.

#1 AI-cited brand in their category
Recommended by ChatGPT, Gemini, Claude & Perplexity
83% likelihood-to-buy — within 90 days
The Results

What GEO Actually Delivered.
In Numbers.

#1
Most-cited brand in their category

Within 90 days, this client became the #1 most-cited domain by AI engines in their product category across Singapore — ahead of established competitors, large marketplaces, and bigger-budget rivals.

1,033 AI citations · 4% citation share
16%+
Brand coverage across AI engines

447 brand mentions across tracked prompts, achieving 16.5% brand coverage — up 3 ranking positions to reach #4 of 10 tracked brands. AI engines classified this client as a "Leader" in their category, one of only four brands to earn that tier.

447 mentions · 18% share of voice · avg position 1.89
83%
Likelihood-to-buy score from AI engines

AI engines didn't just mention this client — they classified the brand with an 83% likelihood-to-buy score, up 4 points (from 79%) in 90 days. When buyers ask AI for a recommendation, this is the brand that gets picked.

↑4 points · +64 sentiment · verified via Otterly.AI
The Growth

What Changed During the Programme

This client started with near-zero AI search visibility. Over 90 days, every key metric trended upward — brand coverage, citation volume, and likelihood-to-buy all climbed.

↑3
Brand coverage ranking positions gained

Jumped 3 spots in the category to reach #4 of 10 tracked brands — entering the "Leader" tier alongside only 3 competitors.

↑4 pts
Likelihood-to-buy score increase

Climbed from 79% to 83% — a ~5% relative increase in how likely AI engines are to recommend the brand to buyers ready to purchase.

410
Citations on the #1 most-cited URL

dinomesh.com/ became the single most-cited URL by AI engines in the entire category — ahead of every competitor and marketplace.

2 of 10
Own URLs in the top 10 cited

Two client URLs ranked in the top 10 most-cited URLs by AI engines — dinomesh.com/ (#1, 410 citations) and /retractable-insect-mesh-hdb/ (#8, 175 citations).

Where AI Recommended the Brand

Top 5 Prompts by Brand Mentions

These are the actual buyer queries where AI engines mentioned this client most frequently — real purchase-intent prompts, not vanity searches.

#1Retractable insect window screens with installation for HDB homes
57
#2Are no-drill insect screens allowed in HDB flats?
45
#3High airflow nearly invisible insect screens for bedrooms
38
#4No-drill insect mesh installation for condominium windows
35
#5Best mosquito screens for bedroom windows and doors
27
"

"I'm starting to get leads from chat... I have a few that started new chats with no referencing, and I asked and they mentioned from chat."

— Singapore SME client · confirmed via WhatsApp within 30 days of GEO programme start

How It Happened

The 90-Day Breakdown

Every result above came from a structured, repeatable process. Here's what happened month by month.

Month 1
Foundation & First Mentions
  • →Full AI visibility audit across ChatGPT, Gemini, Claude and Perplexity
  • →Entity consistency fixes — business name, category and description aligned across all surfaces
  • →Technical GEO implementation: schema markup, llms.txt, AI crawler access
  • →First brand mentions begin appearing in niche AI queries
Month 2
Citation Authority Builds
  • →Direct-answer content published for the top 10 buyer prompts in the category
  • →Third-party citation building on trusted Singapore platforms
  • →Brand coverage climbs past 10% — entering "Leader" tier
  • →Client begins receiving inbound enquiries with no referral source — confirmed via WhatsApp
Month 3
Category Dominance
  • →#1 most-cited domain in the category — 1,033 AI citations
  • →16.5% brand coverage, avg position 1.89 across all tracked prompts
  • →Likelihood-to-buy score reaches 83%, up 4 points
  • →Two client URLs rank in the top 10 most-cited URLs by AI engines
What This Means For You

The Same Playbook Works For Your Category

Results start in 30 days

First AI brand mentions and inbound enquiries typically appear within the first month. Full category dominance builds over 60–90 days.

Authority compounds

Unlike ad spend, GEO authority keeps growing. The citations and brand coverage you build this month continue generating leads next quarter — and next year.

Built for your category

Every GEO programme is tailored to your industry, your buyer prompts, and your competitive landscape. No templates, no cookie-cutter packages.

Results shown are based on tracked AI engine data from a Singapore SME client, verified via Otterly.AI brand tracking. GEO results vary by industry, competition density, and programme scope. Figures are representative of typical client outcomes, not guarantees. Client identity withheld for confidentiality.

Your results start here

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#1 AI-Cited Brand?

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