Building an evidence-ready digital visibility platform for a Singapore property adviser
How InfinitusNow launched GleniceToh.sg in August 2026, and put the measurement system in place to prove outcomes over time.
Early-stage case study. The site launched on 4 August 2026. Measurement records used in this case study begin in the first week after launch. Figures are as of the dates stated.
glenicetoh.sg/hdb
01
The challenge
A property adviser's website has three jobs. It has to help buyers, sellers and landlords understand where they stand. It has to be readable by search engines and AI assistants. And it has to give the business a way to find out whether any of it is working.
For GleniceToh.sg our goal was to do all three, and to be disciplined about what we could and could not prove.
02
What we built
InfinitusNow built and launched GleniceToh.sg, which went live on 4 August 2026. Over the following three months the site's structure grew from 11 sitemap URLs at the 3 August repository baseline to 35 at our 11 November 2026 check.
Journeys hub · glenicetoh.sg/journeys · captured 11 Nov 2026
Five property pillars and five journeys
HDB, condominiums, landed, investment and commercial pillars, plus journey pages for first-home buyers, upgraders, investors, sellers and commercial property, joined by a journeys hub.
One of the guides (HDB eligibility and grants, scrolled view) · glenicetoh.sg/hdb/eligibility-grants · captured 11 Nov 2026
17 property guides
Organised under those pillars.
Affordability calculator (page default demo values) and planner start page (blank state) · captured 11 Nov 2026
Four calculators and a property planner
Affordability, stamp-duty (BSD and ABSD), mortgage and seller-proceeds calculators, plus a planner that keeps a visitor's saved plan in their own browser.
Structure
Search-intent architecture
Pages and copy structured around the specific questions property buyers and sellers ask.
My Lease Outlook (empty state) · glenicetoh.sg/tools/lease-outlook · captured 11 Nov 2026
My Lease Outlook
A tool that shows remaining lease for HDB and condominium properties, built on government datasets, with an optional illustrative value view. It is illustrative, not a valuation.
Assistant
Ask Glenice
An AI property assistant, built with guardrails and covered by automated tests.
03
Building the measurement foundation
We treated measurement as part of the build, not an afterthought:
Analytics and conversion-event instrumentation on the site, so that clicks to call, message or email, and use of the planner and tools, can be counted rather than guessed.
Monitoring from the first week. DIP measurement records for the site date from 10 August 2026.
A weekly readiness audit that checks the site's llms.txt file, its structured data and its MCP manifest.
The principle was simple: instrument first, claim later.
04
Technical foundations we can prove
Each statement below is tied to a dated record.
11 → 35
sitemap URLs
3 Aug 2026 repository baseline to the 11 Nov 2026 check
Check of 11 Nov 2026. Our own structural check, not Google validation
13/13
weekly readiness audits passed
16 Aug–8 Nov 2026, UTC dates. A readiness check, not a measure of visibility
A dated site check. At our check on 11 November 2026, all 35 sitemap URLs returned HTTP 200 and declared a self-referencing canonical address.
Structured data on every page. All 35 carried well-formed JSON-LD structured data under our own structural check. This is not Google validation.
Structured data stayed complete as the site grew. Every page carried structured data at the 3 August repository baseline (11 of 11), and every page did at 11 November 2026 (35 of 35), while the site more than tripled in size. Coverage was already complete at the start; the work was keeping it complete at scale.
Readiness checked every week. All 13 recorded weekly readiness audits passed between 16 August and 8 November 2026 (UTC dates). The audit confirms that the site's machine-readable files are present and readable. It is a readiness check, not a measure of visibility.
05
What the first 90 days actually showed
The first 90 days established the measurement baseline.
Search visibility is still early. The available evidence does not support claims of ranking growth, traffic growth, AI-visibility growth, enquiries or revenue yet, and it does not support any claim of causation. We are not making those claims, and we are not attributing any movement in those measures to the work.
That is a deliberate boundary on what we claim, not an attempt to turn early signals into outcomes. The domain had no pre-launch Search Console history to compare against, and the site changed continuously through the period. In those conditions an upward line would prove very little. What we do have is a site built to be measured, with the measurement already running.
06
What we are measuring next
Search Console performance, with brand and non-brand queries kept separate, plus index coverage.
Rankings for the search intents the site was built around.
Whether AI assistants surface the site when people ask non-brand property questions.
Click-to-contact events and use of the calculators, planner and My Lease Outlook.
Core Web Vitals field data.
Whether the implementation translates into durable visibility is what the ongoing measurement is designed to establish.
07
The lesson
Shipping is not a result. Implementation facts (what was built, when, and how it checks out) and measured outcomes (what changed for the business) are different things, and a case study should keep them apart.
Build so that outcomes can be measured from day one, then let the measurements decide what you are allowed to say. That is the approach behind InfinitusNow's Assessment and the ongoing, scheduled measurement in DIP.
Evidence note
Figures are dated. Site checks reflect a single dated crawl of the sitemap on 11 November 2026, and weekly audit dates are UTC.
The structured-data result is our own structural check, not Google validation.
The readiness audit is a readiness check, not a visibility measure.
The credit line as it appears in the GleniceToh.sg footer.
