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How AceMQ Generated 11k+ AI Crawler Visits Across 8 Languages in Just 7 Days with MultiLipi

Enterprise Messaging & RabbitMQ Services · 8 Target Languages · 30 Countries Reached · A technical analysis of unlocking generative discovery across Perplexity, ChatGPT, and Gemini.

MultiLipi Team
MultiLipi Team•September 29, 2026•
10 min read
AceMQ multilingual SEO and GEO case study with 11,210 LLM crawls across 8 languages
Live AI Crawl Telemetry
11,210 Crawl Events in Week 1

Executive 7-Day Performance Dashboard

Verified telemetry recorded within the first 7 days of MultiLipi deployment.

AceMQ operates in one of the most technical B2B categories on the web: enterprise messaging infrastructure, RabbitMQ, Redis, Kafka, VMware Tanzu, and distributed systems. Its audience is inherently global. AceMQ supports more than 130 enterprises across 26+ countries and operates as Broadcom’s exclusive strategic RabbitMQ managed-service provider.

Week 1
11,210
AI Crawler Visits
Perplexity, GPT, Gemini
Week 1
6,725
Multilingual Requests
Page views & requests
Week 1
1.35M+
Translated Words
7.4M+ characters
Week 1
96.5%
LLM Indexing Rate
97% schema & llms.txt
7-Day ResultAceMQ
AI crawler visits11,210
Multilingual page views / translation requests6,725
Countries tracked30
Target languages launched8
Translated words1.35M+
AI translation characters processed7.4M+
Pages reported indexed in LLM analytics96.5%
Schema & llms.txt optimization status97% across all 8 languages
Important Notice: Every result in this case study represents only the first 7 days after implementation. This is not a quarterly or annual performance snapshot.

About AceMQ

AceMQ enterprise RabbitMQ website localized into multiple languages with MultiLipi
Figure 1: AceMQ website equipped with MultiLipi's native multilingual language toggle and subfolder routing.

AceMQ is an enterprise messaging and distributed-systems specialist focused on technologies such as RabbitMQ, Redis, Apache Kafka, VMware Tanzu, AWS, Azure Service Bus, IBM MQ, ActiveMQ, and related infrastructure.

The company describes itself as a globally distributed senior engineering team and reports active customers across 26 countries. Its services include architecture, troubleshooting, support, training, migration, managed services, and enterprise messaging modernization.

This makes AceMQ an especially relevant multilingual use case:
RabbitMQ consulting in Germany
🇩🇪 Germany · Enterprise Message Broker Beratung
RabbitMQ support in Brazil
🇧🇷 Brazil · Suporte de mensageria corporativa
Tanzu RabbitMQ services in France
🇫🇷 France · Architecture et migration Tanzu
Redis consulting in Japan
🇯🇵 Japan · Redis エンタープライズ導入支援
enterprise messaging specialists in Spain
🇪🇸 Spain · Especialistas en colas de mensajes

Engineers may have exactly the same technical problem while searching in completely different languages.

For AceMQ, international visibility is therefore not simply a translation problem.
It is a search-discovery and AI-discovery problem.

The Visibility Gap Analysis

Why world-class expertise remained hidden from global AI models and international engineers.

Before MultiLipi, AceMQ already had deep technical authority and a global client footprint. Its website contained highly specialized content around: RabbitMQ architecture, messaging infrastructure, support, migration, troubleshooting, Redis, Kafka, VMware Tanzu, cloud messaging, and enterprise use cases.

The problem was that most of this expertise was concentrated within the original English-language experience. That created three distinct discovery gaps:

2. AI Visibility Gap

AI discovery introduces another layer. ChatGPT, Gemini and Perplexity increasingly retrieve, crawl and synthesize web information when users ask questions.

A website can therefore be technically strong while still having limited retrievable content in the language in which a user asks the question.

The MultiLipi Implementation & SEO Layer

From English-first to 8 fully indexed international instances with dedicated URL structures.

AceMQ expanded from English into eight target language experiences: German (Germany), French (France), Brazilian Portuguese, Spanish (Latin America), Spanish (Spain), Polish, Japanese, and Italian.

Translation alone is not enough to create meaningful international visibility. The localized website also needs to remain discoverable and technically structured for search engines. AceMQ’s implementation therefore extended beyond text translation to include localized URL structures and multilingual site delivery:

/it/
Italian Root Experience
/es-es/
Spanish (Spain) Path
/de-de/
German (Germany) Path
/ja/
Japanese Root Path
/pt-br/
Brazilian Portuguese
/es-latam/
Spanish (Latin America)
/fr-fr/
French (France) Path
/pl-pl/
Polish Root Path
That distinction matters: Instead of every visitor being redirected to the same English document, each market receives its own discoverable localized web experience.
Adding the GEO Layer: Schema + llms.txt
97% Optimization Score

A translated page helps a human read the content. A structured GEO layer helps machines understand:

• What the page is about
• Which entity the content describes
• What services the company provides
• How content relates to other pages
• Which information should be easier for AI systems to discover and retrieve

AI Crawler Activity: 11,210 Visits in 7 Days

Breakdown of crawler hits across major autonomous LLM agents.

Week 1 Telemetry

This is where the AceMQ implementation becomes particularly interesting. MultiLipi’s LLM analytics recorded 11,210 AI crawler visits in just 7 days distributed across three major AI ecosystems:

Perplexity62%
6,959
Recorded crawler visits
ChatGPT22%
2,450
Recorded crawler visits
Gemini16%
1,801
Recorded crawler visits
Perplexity: 6,959 (62%) ChatGPT: 2,450 (22%) Gemini: 1,801 (16%)
Crucial Distinction: This does not mean that 11,210 people clicked from AI assistants to AceMQ. It means MultiLipi detected 11,210 crawler/model visits associated with these AI systems, showing that AceMQ's content was being actively discovered and accessed by major AI platforms during the first week. That distinction is important — and makes the result more credible.

AI Activity on Commercial & Technical Pages

The LLM crawler activity was not restricted to a sitemap; it targeted deep commercial offerings.

🎯 Top Pages by AI System Activity
Commercial Intent Signal
PageLLM Visits
/rabbitmq/managed-rabbitmq3,210
/pricing2,156
/solutions/enterprise-messaging1,890
/about1,204
/blog (multiple posts)876
/docs/getting-started763
Others1,111

Key signal: Pricing and Solutions pages rank 2nd and 3rd — AI systems are bringing commercial-intent queries, not just informational.

Brand Layer
Homepage & About
High-level entity discovery
Commercial Layer
Pricing & Solutions
Buyer evaluation queries
Expertise Layer
RabbitMQ, Blogs, Docs
Technical problem-solving

Multilingual Intelligence Matrix

Explore words translated, LLM activity, human page views, and global reach.

8 Languages Deployed — 1,350,000 Words Translated
LanguageLocale CodeTranslated Words
German/de-de/168,750
French/fr-fr/168,750
Brazilian Portuguese/pt-br/168,750
Spanish (Latin America)/es-latam/168,750
Spanish (Spain)/es-es/168,750
Polish/pl-pl/168,750
Japanese/ja-jp/168,750
Italian/it-it/168,750
TOTAL—1,350,000
MultiLipi also processed 7,404,368 AI-translation characters during this initial deployment period.

Search Discovery and AI Discovery Are Now Happening Together

Moving beyond linear SEO into simultaneous Generative Discovery.

Historically, multilingual strategy was linear: Translate → Index → Rank → Receive traffic. Generative search adds another parallel path supported by the same infrastructure:

Traditional Search Architecture
Localized pages (/de-de/, /ja/)
↓
Language-specific indexing & hreflang
↓
International search discovery
↓
Localized visits
Generative AI Discovery Architecture
Localized structured content & llms.txt
↓
AI crawler access (Perplexity, GPT, Gemini)
↓
Machine understanding
↓
Potential mentions, retrieval & citations
The Modern B2B Mandate
The objective becomes larger than “Make the website understandable in Spanish.” It becomes:Make AceMQ's expertise discoverable, understandable and retrievable wherever its international audience searches — whether that journey begins in Google, ChatGPT, Gemini or Perplexity.

Before vs. Seven Days After MultiLipi

The complete 1-week transformation matrix.

⚖️ Before vs. After: The 7-Day Transformation
1-Week Delta
MetricBefore MultiLipiAfter 7 Days
Languages1 (English only)9 (8 new + English)
AI Crawler Visits~0 (non-English)11,210 in 7 days
Countries Reached~5 (English-speaking)30 countries
Indexed Translated Pages0%96.5% indexed
AI System CoverageChatGPT only (partial)Perplexity + ChatGPT + Gemini
llms.txt DeploymentNoneAll 8 language variants
Schema OptimizationEnglish only97% score across 9 languages

A large percentage growth claim can look impressive after six or twelve months. AceMQ's case is different: The strongest part of the story is not a percentage increase. It is the speed at which the new discovery infrastructure started producing measurable signals.

Key Takeaway

AceMQ's first seven days show an important shift in multilingual growth. International website expansion is no longer only about translating pages for human visitors. A modern multilingual strategy also needs to make the same expertise accessible to the machines increasingly involved in discovery.

“Within one week, AceMQ's multilingual knowledge had already begun entering the discovery layer used by major AI systems.”

And that gives us a measurable foundation for what happens next.

Want to Know Whether AI Systems Can Discover Your Website Across Languages?

MultiLipi combines multilingual website translation, international SEO and Generative Engine Optimization to help businesses make their content discoverable across both traditional and AI-powered search.

Run a Multilingual SEO + GEO Audit to see:
✓ Which languages your website can expand into
✓ Whether localized pages are discoverable
✓ How AI crawlers interact with your content
✓ Whether schema & llms.txt are optimized

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Let's discuss how MultiLipi can transform your content strategy and help you reach global audiences with AI-powered multilingual optimization.

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