GEO PLATFORM · MEASURE · BUILD · REPORT

MemeCMO
Make your brand the answer in AI.

Hundreds of millions of buyers now ask ChatGPT, Gemini, Perplexity and Google AI before they open a search box. MemeCMO measures exactly how those engines describe your brand, builds what's missing, and reports every week — one platform, ten agents.

Free preview scan · real ChatGPT & Google AI Overview answers · no credit card
10Agents
5AI engines
6+50SEA markets + US states
v1.1Public measurement standard
app.memecmo.ai · monitor
MemeCMO monitor: five AI engines, five metrics, presence over time
MemeCMO — Make your brand the answer in AI.
Measured to a public standard. Built from your own facts. Proven on a frozen panel.
MEASURE · FIVE ENGINES · FIVE METRICS

See exactly how AI sees you.

Every scan asks ChatGPT, Gemini, Claude, Perplexity and Google AI Overview the questions your buyers really ask, in their language, on a frozen panel — so week-to-week movement is real, not noise.

  • Presence, share of voice, prominence, sentiment and citation — each shown with its denominator
  • One engine at a time: the same tables re-sliced per engine, because the same brand differs sharply between them
  • Every cell opens the answer behind it, with the sources the engine cited
app.memecmo.ai
MemeCMO monitor dashboard: presence over time, brand visibility table, presence by engine
SOURCES · WHERE AI LOOKS

Know where AI looks for answers — and be there.

We read the pages the engines cite: structure, freshness, length, schema. What gets cited becomes a measured bar for your content, not a guess.

  • The domains each engine leans on in your market, with citations across every scan
  • Page features of the cited pages — schema, FAQ, update date — per engine and by citation intensity
  • A public monthly list of the sources AI cites in Vietnam, released under CC BY 4.0
Sources AI cites in Vietnam →
app.memecmo.ai
Sources the AI engines cite, with page features per domain
ACT · BUILD WHAT'S MISSING

Build the missing answers, in the buyer's language.

Content, site upgrades, distribution kits and encyclopedia drafts come out of the same workspace, briefed by what the engines actually cite in your market. What your team edits, a re-run never overwrites.

  • Ten agents, one workspace: dispatch on the left, review on the stage, live activity on the right
  • Every draft is written to the measured citation profile of your market — structure, depth, freshness
  • Human edits are kept on top of every regeneration
app.memecmo.ai
MemeCMO workspace with card-style deliverables and the live activity panel
PROVE · CLOSE THE LOOP

Every action verified. Every change attributed.

Log what went live; we fetch it, hash it and watch whether the engines start citing it. The next scans show what moved — by question, by engine — on the same frozen panel.

  • Actions verified live, with word count and content changes over time
  • Before/after outcomes per question and engine, plus site coverage and contradictions in every report
  • One public measurement standard (v1.1) behind every number we publish
Read the measurement standard →
app.memecmo.ai
MemeCMO report with collapsed recommendations, site coverage and verified actions
Open the live demo →
A real brand, really measured — refreshed weekly, no sign-up needed.
WHAT WE BELIEVE

Six principles, written into the product.

GEO is not a trick played on the engines. It is the discipline of putting true, findable facts where AI looks — and measuring honestly whether AI picks them up. Every principle below is a feature in the workspace, not a line on a slide.

01

Facts live on your site, not in our app

AI can only repeat what is public. So the platform never becomes the place where truth is kept: it reads your own pages, shows where AI contradicts them or finds nothing, and sends you back to fix the source. No hidden database of “verified facts”.

02

Define the standard; don't compete on scale

Presence, share of voice, prominence, sentiment, citation — every rate published with its numerator and denominator, sample sizes and confidence labels, in a public Measurement Standard (v1.1) anyone can check. Plans differ in scope, never in method.

03

Honest measurement

A frozen prompt panel per market, the real Google AI Overview page, judged answers you can open and re-check. An effect is reported only when the targeted prompts beat the control prompts by more than 10 points. We never promise rankings or sales.

04

Feedback kept in the system becomes an asset

Every competitor you re-tag, every prompt you reword, every action you log is recorded with its reason and re-applied on every re-run. Your team's judgement compounds inside the platform instead of evaporating in chat threads.

05

One person + AI helpers closes a loop

The workspace is built for a minimal unit: one owner and scoped agents that sense, judge, act, measure and record on their own. Your team specifies and gives feedback; the platform side builds the agents. No engineering hires on your side.

06

Be the source

AI trusts a short list of domains in each market. We rank them across every scan, fetch and profile the pages they cite, publish the Vietnam list monthly, and verify what you put live — so your pages and the media AI already cites carry your facts.

THE PLATFORM

Ten agents,
one closed loop

Discover what buyers ask → measure what AI answers → build what is missing from your own facts → log what went live → re-measure on the same panel. Every step is an agent; every agent leaves a deliverable in your workspace.

01

Profile + Discovery + Standard answers

A public fact base built from your own pages and documents; 110 buyer questions per market in the buyer's language, 20 of them key; canonical answers grounded only in those facts.

02

Monitor — five engines, real surfaces, one frozen panel

ChatGPT, Gemini, Perplexity, Claude and the real Google AI Overview page. Presence over time, brand visibility, share of voice, presence by engine and by question — every cell opens the answer behind it.

03

Sources + cited pages

The domains AI cites in your market, ranked across scans; the cited pages fetched and profiled (structure, freshness, schema) so content is written to a measured bar. Your own pages join the corpus: site coverage and contradictions in every report.

04

Content + Site + Distribute + Encyclopedia

Publish-ready pages and FAQ, paste-in JSON-LD, placement kits for the sources AI trusts (competitors excluded), encyclopedia drafts with a compliant path. Numbers without a source become placeholders, never inventions.

05

Actions + Report + digest

Log what went live; we fetch it, hash it and attribute what moved by question and engine. Stage-aware weekly digests, monthly reports, alerts on drops — and your edits survive every re-run.

Not a dashboard —
an agent team that ships.

The workspace is built for a minimal unit: one owner and scoped agents that sense, judge, act, measure and record on their own. Your team specifies and gives feedback; the platform side builds the agents. No engineering hires on your side.

MARKETS

Southeast Asia, six markets.
The United States, state by state.

One project is one brand × one market. In Southeast Asia the AI knowledge layer is nearly empty in local languages; in the US, state law changes the right answer — so each state is its own market.

🇻🇳
Vietnam
Tiếng Việt
ChatGPT 8M+ MAU. GEO competition near zero. Our flagship market.
🇹🇭
Thailand
ภาษาไทย
Thai-language AI ecosystem just emerging — the brand window is wide open.
🇮🇩
Indonesia
Bahasa Indonesia
270M people, the region's largest market — AI adoption leads Southeast Asia.
🇲🇾
Malaysia
Bahasa Melayu
Malay / English / Chinese crossroads — GEO needs tri-lingual coordination.
🇺🇸
United States
State-aware · us.memecmo.ai
50 states, Tier-1 CA · TX · FL · NY. Regulated verticals where state law changes the answer: legal, insurance, healthcare, home services, solar.

Why these markets?

English-language AI cognition for global brands is already a red ocean. In Vietnamese, Thai, Indonesian, Malay and Filipino, the AI knowledge layer is still largely vacant — first movers write the default answer. And in the United States, buyers ask AI with a state attached ("best injury lawyer in Texas"), and the correct, compliant answer differs at the state line — a national score hides where you actually win or lose.

HOW IT RUNS

Baseline. Build. Prove — on the same panel.

Scheduled scans run at your plan's cadence; the agents build in between; every action you log is verified and attributed in the next scan.

DAY 0 · BASELINE

Profile, panel, first scan

Profile builds the fact base from your site; Discovery writes the prompt panel in the buyer's language; Monitor measures five engines; Report prioritizes the gaps. Your Day-0 baseline in about five minutes, on a panel that then stays frozen.

WEEKS 1–4 · BUILD

Ship the assets, log the actions

Standard answers, JSON-LD, gap content, placements, encyclopedia drafts — each grounded in your facts, each edited by you, each edit kept on re-runs. When something goes live, log it: the platform fetches and verifies the page.

EVERY PERIOD · PROVE

Re-measure, attribute, adjust

Scheduled scans on the frozen panel keep scores comparable. Effect = change on the prompts you targeted minus change on the control prompts; only changes above 10 points count. Digest to the inbox, alerts on drops, credits for “run it now”.

FAQ · ANSWERS

Questions, answered.

The answers we give most often — written so AI engines can quote them cleanly too.

What is GEO (Generative Engine Optimization)?
GEO is the practice of optimizing how a brand is represented inside generative AI engines such as ChatGPT, Gemini, Perplexity, Claude and Google AI Overview. Where SEO targets a ranked list of links, GEO targets the answer itself — whether your brand is mentioned, how prominently, how accurately, and which sources the engine cites.
How is GEO different from SEO?
SEO optimizes for ranking in a list of blue links; GEO optimizes for inclusion, accuracy and prominence inside a generated answer. The levers differ: structured data, authoritative third-party citations, canonical answers to buyer questions, and content written to be cited — not backlinks and keyword density.
What does MemeCMO measure, and how?
Five standard metrics per engine, each with its numerator and denominator: presence (answers mentioning you ÷ all answers), share of voice (your mentions ÷ all tracked-brand mentions, sums to 100%), prominence, sentiment when present, and citation (answers citing your own domain). Plus top-of-mind rate and a high-intent gap list. Everything is measured on a frozen prompt panel per market and defined in the public AI Visibility Measurement Standard v1.1.
How do you stop the AI from inventing facts?
Content agents may only use figures from your brand profile and the documents you upload; any number without a source becomes a placeholder for you to fill. Competitor and vendor domains are excluded from placement targets, calques are rewritten into market phrasing, unsourced claims are flagged, and nothing is published by us — you publish, then log the action and we verify it.
What is the Measurement Standard?
A public document (v1.1, September 2026) that defines every metric, the sampling design, confidence labels, citation coverage (4/5 engines), comparison against the client's own public pages, verification of logged actions and the rule for publishing source lists. Every number the platform shows can be traced to it. Read the standard →
Which AI engines and markets are covered?
ChatGPT, Gemini, Perplexity, Claude and the real Google AI Overview page, location-targeted. Markets: Vietnam, Thailand, Indonesia, Malaysia, Singapore and the Philippines in their local languages, and the United States state by state (Tier-1: California, Texas, Florida, New York), with state-law frames for regulated verticals.
How does pricing work?
Three plans per brand × market: Starter US$99, Growth US$199 and Scale US$1,999+ per month. The plan sets the scheduled scan cadence, prompt panel size, engines, projects, report frequency and included credits; scheduled scans and reports are included. Credits pay only for runs you trigger yourself. Seats are unlimited; agency partners get a workspace per client and wholesale pricing. Plans, credits and service items →
Who owns the data — and the feedback?
Your brand facts, marks and documents stay yours; the platform, prompt method and scoring rules are ours. Every correction your team makes — a re-tagged competitor, a reworded prompt, a logged action — is recorded with its reason and reused, so the feedback becomes your project's asset. You can export your full history up to 12 months after termination, and any figure we publish comes from at least 5 brands, de-identified.
Who is MemeCMO for?
Brands entering Southeast Asia — especially Chinese companies going global — regional brands defending their home market, US brands in regulated verticals where answers differ by state, and the agencies and media groups that serve them as channel partners.
How is MemeCMO different from Semrush, Profound or other GEO tools?
Most GEO tools stop at monitoring: they show you a dashboard and leave the work to you. MemeCMO's ten agents also produce the deliverables — standard answers, JSON-LD schema, gap content, placements, encyclopedia entries — grounded only in your public facts, and then verify what you publish and attribute what moved. Two more differences: a public measurement standard behind every number, and market depth others lack — Southeast Asian languages and US state-by-state measurement. Full comparison with sources →
CONTACT

Your brand's first line in the AI conversation —
you decide what it says.

Request platform access or a partner conversation. Tell us the brand and the market; we'll run the baseline scan and walk you through the results.

EMAIL
HEADQUARTERS
Hong Kong · operating across Southeast Asia and the United States

Request access

We respond within 24 hours.