We make you the answer in ChatGPT — and prove it.
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
BRANDS WE'VE WORKED WITH
Six agents, two centers of gravity
The 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.
Measure. Strategize. Optimize.
Make the site quotable. Earn the sources engines cite.
From brand chaos to consistent output
Three stages. One reproducible protocol.
Measure your baseline
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
Build the foundation
On-site: answer capsules, schema, llms.txt, comparison pages. Off-site: earned citations and disclosed community participation. Executed by our AI agent workforce, supervised by strategists.
Human-reviewed before anything ships
Prove the movement
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
Results you can measure — and re-verify
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.
We ran the same audit on ourselves: an AI-visibility baseline of 0/100, from 360 samples across 24 buyer questions and 3 engines. We publish it, because this is exactly the problem we sell the cure for.
Three ways to chase AI visibility — one is measurable
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.
None
Not offered
Locked query pool, re-probed monthly
Prompts, no site changes
Classic SEO only
Schema, answer capsules, llms.txt
None
Link buying, undisclosed
Real identity, disclosed participation
None
Monthly slide deck
Raw records, screenshots, timestamps — re-runnable
Your accounts, your risk
Grey tactics, luck-based
Real identity, written into the contract
Every tier runs the same measurement protocol.
Three Tiers. One Measurement Protocol.
- Weekly AI-answer probing on a locked buyer-query pool
- Coverage across ChatGPT, Gemini and Google AI Overviews
- On-site AI readability: schema, answer capsules, llms.txt
- Monthly report + verifiable evidence archive
- Everything in Visibility, re-probed weekly
- Expanded engine coverage, including Perplexity
- Monthly content engineered for AI citation
- Off-site authority building with disclosed identity
- Monthly report + verifiable evidence archive
- Daily probing across all covered engines
- Highest content volume, human-reviewed before shipping
- Vertical authority build-out across your key platforms
- Priority strategist access and quarterly deep audit
- Monthly report + verifiable evidence archive
Every tier includes the same measurement protocol and evidence archive · Full comparison on the pricing page.
Questions we get asked
GEO — generative engine optimization — is the work of making your business appear, accurately and favourably, in the answers AI assistants give: ChatGPT, Perplexity, Gemini, Google AI Overviews. 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.aiSee how AI answers your buyers — right now.
Within 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.









