A Singapore-registered SEO and generative engine optimization agency, CANLAH AI PTE. LTD., operating since 2024. It measures and works to grow how often ChatGPT, Perplexity, Gemini, and Google AI Overviews cite a client's brand.

What is GEO and how is it different from SEO?

GEO, generative engine optimization, targets the answers AI assistants produce rather than the ranked list of links. Canlah treats it as an extension of SEO: the crawlable, structured, authoritative site that ranks is also what AI engines read.

Is the AI visibility audit free?

Yes. The audit at canlah.ai/audit runs on any URL with no sign-up and returns a score in one to two minutes. A free account unlocks the full six-dimension breakdown, a deeper scan, and a PDF report.

What does the audit actually score?

Six weighted dimensions: AI citability at 25%, brand authority at 20%, content quality at 20%, technical foundations at 15%, structured data at 10%, and platform optimization at 10%, combined into one score out of 100.

How much does Canlah AI cost?

Retainer prices are not published. Three tiers exist — Visibility, Authority, and Flagship — scoped per engagement by probe frequency, engine coverage, content volume, and off-site work. Quotes follow the free snapshot.

How long before AI citations change?

The agency states citations typically start moving in month two or three. Month one covers the baseline, the locked query pool, and the on-site foundation.

Does Canlah AI guarantee rankings or citations?

No, and it puts that in writing. What it commits to is a reproducible protocol: the same query pool, re-probed monthly, with every result archived for independent verification.

Which markets and languages does it cover?

Singapore and Southeast Asia, working in English and Chinese. Probing runs in the languages buyers use and content is written natively in both rather than machine-translated.

Canlah AI

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Singapore SEO and GEO agency that measures brand citations inside ChatGPT, Gemini, and AI Overviews.

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What is Canlah AI?

Canlah AI is a Singapore-registered SEO and GEO (generative engine optimization) agency that measures how often AI assistants cite a brand, then works to raise that share. Its free entry point is a self-serve audit at canlah.ai/audit: enter a URL and it returns a weighted GEO score out of 100 in one to two minutes, with no sign-up required.

The audit scores six dimensions at fixed weights — AI Citability (25%), Brand Authority (20%), Content Quality (20%), Technical Foundations (15%), Structured Data (10%), and Platform Optimization (10%). It detects whether the site is e-commerce, SaaS, or local first and applies only the dimensions that fit. Creating a free account unlocks the full breakdown, a deeper five-to-eight-minute scan, and a downloadable PDF. The site is explicit that the score measures how citable a site is, not how often engines currently cite it.

Paid engagements run a three-stage protocol: lock a pool of real buyer queries and probe it across ChatGPT, Gemini, and Google to set a baseline; build the on-site and off-site foundation (answer capsules, schema, llms.txt, comparison pages, earned citations); then re-run the identical protocol monthly and report before/after citation share with archived screenshots and timestamps. Delivery is handled by six named AI agents split across a decision center and a delivery center, supervised by human strategists. Retainers come in three tiers — Visibility, Authority, and Flagship — priced per engagement rather than published, and the agency states in writing that it does not guarantee rankings or citations.

What can Canlah AI do?

Free Six-Dimension GEO Audit
Scores any URL on AI citability, brand authority, content quality, technical foundations, structured data, and platform presence, returning a weighted score out of 100 without a sign-up.
Business-Type Detection
Classifies a site as e-commerce, SaaS, or local before scoring so irrelevant criteria do not drag the result down.
Locked Query-Pool Probing
Fixes a pool of real buyer questions and re-probes the same pool each cycle, so month-over-month movement is comparable rather than anecdotal.
Multi-Engine Coverage
Probes ChatGPT, Gemini, and Google AI Overviews on every tier, extending to Perplexity and the remaining major engines on higher tiers.
Reproducible Evidence Archive
Archives every probe result with screenshots and timestamps so clients can independently re-run the checks.
On-Site AI Readability Work
Implements answer capsules, structured data, llms.txt, and comparison pages so engines can parse and quote the site.
Disclosed-Identity Off-Site Authority
Builds earned citations and community presence under affiliated identities, ruling out rented accounts and bought engagement.
Six-Agent Delivery Workforce
Splits work across Argus, Athena, and Sage on measurement and strategy, and Hephaestus, Calliope, and Pheme on engineering, content, and outreach, with human review before shipping.

Who is Canlah AI for?

Marketing Leads: Establish a baseline for how often AI assistants name the brand before committing budget to GEO work.
SEO Teams: Track citation share per engine month over month against a fixed query pool.
Restaurants and F&B: Diagnose why a venue with strong review counts still goes unrecommended by AI engines.
Education Providers: Improve how AI assistants describe programs and credentials to prospective students.
Agencies and Consultants: Run the free audit on a prospect site to produce a prioritized fix list for a pitch.