We measure how ChatGPT, Gemini and Google answer your buyers — then make you the answer, with evidence you can re-verify.
Canlah AI is a premium SEO + GEO (generative engine optimization) agency in Singapore. Every engagement runs a locked pool of real buyer questions through multi-engine probes, then engineers your brand into the answers — with probe records, screenshots and timestamps you can independently re-verify.
Free · No sign-up · Results in 1–2 minutes
ENGAGEMENTS & FOUNDING TEAM'S PRIOR WORK
PARTNER STATUS
As part of the OpenAI Partner Network, we help organizations build, deploy, and scale AI solutions responsibly and effectively.
About the OpenAI Partner NetworkThe delivery engine behind every engagement: three agents on measurement and strategy, three on delivery — on-site engineering, content and off-site authority — supervised end-to-end by human strategists.
Market Intelligence
I find where you are invisible.
I map the questions your buyers ask — and the answers that leave your brand out. Before we move, we measure.
A clear baseline. Not a guess.
Measure. Strategize. Optimize.
Argus
Strategy & Planning
I turn the signal into a strategy.
I turn what we learn into a focused plan: which questions to own, what to build, and what deserves your attention first.
A plan the whole team can act on.
Measure. Strategize. Optimize.
Athena
Performance Analysis
I separate progress from a good story.
I re-run the same measurement protocol and compare the evidence. If something moved, I show you where — and how to verify it.
Movement you can independently verify.
Measure. Strategize. Optimize.
Sage
SEO + GEO Delivery Lead
I make your expertise readable by AI.
I engineer the foundations: schema, answer capsules and consistent entities. The goal is a site engines can understand and quote.
A quotable site, built on solid foundations.
Make the site quotable. Earn the sources engines cite.
Hephaestus
Content Production
I give good answers a voice of their own.
I shape your expertise into useful content that answers real questions. Clear, distinctive, and reviewed by people before it ships.
Useful content. Not more noise.
Make the site quotable. Earn the sources engines cite.
Calliope
KOL / PR & Communities
I take your authority beyond your website.
I work on the places beyond your own pages: earned mentions, relevant communities and disclosed participation. Real authority, in the open.
Authority earned where your buyers look.
Make the site quotable. Earn the sources engines cite.
Pheme
Three stages. One reproducible protocol.
We lock a pool of buyer queries and probe it across ChatGPT, Gemini and Google — sampling depth calibrated per metric by measurement, applied per query per engine, every result archived.
Baseline delivered in the first cycle
On-site: answer capsules, schema, entity consistency, comparison pages. Off-site: earned citations and disclosed community participation. Executed by our AI agent workforce, supervised by strategists.
Human-reviewed before anything ships
Each month we re-run the same protocol and report before/after citation share — with screenshots and timestamps you can verify yourself.
Evidence you can reproduce
Real numbers from real audits. We report what we measured and diagnosed — never invented ROI.
Two restaurants in the same price band, neither Michelin-starred. One is mentioned by AI in 34% of answers; the other in 3%. We measured that gap for the client — word for word.
A 20-year restaurant group with 3,452 genuine positive reviews across its venues. 49 probes across three AI engines: zero recommendations. The credentials are earned — AI just can't read them.
August 2026: 5 buyer questions across 3 AI engines. Our own site was cited as a source 0 times. Our name surfaced once — inside a third-party listicle, not from anything we publish. We keep the running log public, failures included.
Generic AI tools cannot measure AI answers. Traditional SEO agencies cannot reproduce their results. We run the whole line — on-site, off-site and measurement — and re-verify it monthly.
Every tier runs the same measurement protocol.
Comparing vendors? See the 10 best GEO agencies in Singapore, ranked with probe data — or run the 12-question evidence checklist on any of them, including us.
The full scope of a Canlah engagement, stated as a specification table rather than adjectives. Timings below are protocol steps, not guarantees of outcomes.
| DIMENSION | WHAT IS INCLUDED |
|---|---|
| AI visibility snapshot | Free 48-hour AI-visibility snapshot: we probe how the major AI engines answer your buyers' questions today, and show you exactly where you stand — evidence included. |
| Measurement protocol | A locked pool of real buyer questions, probed across ChatGPT, Gemini, Google AI Overviews and Google AI Mode — sampling depth calibrated per metric, applied per query per engine, every result archived as raw evidence. |
| Cadence | Foundation, Authority and Dominance all use the same engines and monthly measurement protocol on a locked buyer-query pool. Tiers differ in buyer intents covered, content volume and off-site authority work. |
| On-site deliverables | Answer capsules, structured data (Organization, Service and FAQ schema), entity consistency, comparison pages, and indexation plumbing — the fixes that make your pages quotable by machines. |
| Off-site deliverables | Presence in the sources AI engines actually cite: review platforms, authoritative roundups, original research, and disclosed-identity community participation. |
| Reporting | Monthly report with before/after citation share — with screenshots and timestamps you can verify yourself — plus a verifiable evidence archive included in every tier. |
| Pricing | Three monthly subscription tiers: Foundation, Authority and Dominance. See the pricing page for current USD prices and included scope; programs beyond a listed tier are scoped individually after the free snapshot. |
| Honesty clause | We report what we measured and diagnosed — never invented ROI. Guaranteed AI citations or guaranteed rankings are not sold: no agency controls what a generative model says. We run the same audit on ourselves and publish every round, failures included. |
Every tier includes the same measurement protocol and evidence archive · Full comparison on the pricing page.
GEO — generative engine optimization — is the work of making your business appear, accurately and favourably, in the answers AI assistants give: ChatGPT, Gemini, Google AI Overviews and Google AI Mode. It builds on SEO rather than replacing it: the same crawlable, structured, authoritative site that ranks in search is what AI engines read. We deliver both as one line of work, and measure the AI side on a locked protocol.
Something else on your mind?
admin@canlah.aiWithin 48 hours we probe the major AI engines with real buyer questions and send you the evidence: where you are cited, where you are invisible, and what to fix first.
Featured On
Canlah AI · 2026
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When AI becomes the first reader and the first buyer
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