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Independent analysis from public Facebook Page data
In this article:Executive summary
  1. Executive summary
  2. Low engagement performance on the AI Livestream DeepCore Việt Nam page
  3. What the Page says, and how it says it
  4. The themes the Page returns to
  5. The content that drives engagement
  6. Content that fails to land
  7. Who engages with the Page
  8. What is worth testing next
  9. If we ran this Page
  10. What this data cannot tell us yet

AI Livestream DeepCore Việt Nam: plenty of CTAs, yet 29/38 posts drew no engagement

The page's product messaging on automation, natural-looking AI and copycat warnings is consistent, but median engagement is 0 and total engagement just 19. A useful read for SaaS marketers trying to turn CTAs into real conversations.

Fanpage Insight Research DeskPublished
AI Livestream DeepCore Việt Nam: plenty of CTAs, yet 29/38 posts drew no engagement
AI Livestream DeepCore Việt Nam
AI Livestream DeepCore Việt NamSoftware & SaaS · Independent analysis
View Page
Followers467
Posts analyzed50
Total engagement19
Median / post0
Executive summaryHigh confidence

Low engagement performance on the AI Livestream DeepCore Việt Nam page

  • The "AI Livestream DeepCore Việt Nam" page shows strong consistency in positioning its AI Livestream technology product, focusing on automation features, the naturalness of the AI and international market expansion.
  • Content also proactively warns about copycat products and creates a sense of urgency around adopting the technology.
  • However, the page's overall engagement is very low, with most posts receiving no engagement at all.
  • Current audience data is very limited, making in-depth assessment difficult.
Evidence:engagement_total_known: 19engagement_median: 0post:9290post:9294post:9292post:9364post:9297unique_profiles: 3gender.unknown: 3

01 · Positioning & voiceWhat the Page says, and how it says it

DeepCore: a pioneer and end-to-end solution for automated AI livestreaming

ObservationHigh confidence
Data observation

DeepCore positions AI Livestream as an advanced, end-to-end technology solution able to automate almost the entire sales livestream process, from interaction to product introduction and 24/7 operation. DeepCore also asserts its standing as a reputable provider by warning about copycat products and emphasising the continuous development of its AI technology to become ever more natural.

Strategic implication

This positioning helps DeepCore attract businesses that want to optimise costs, scale up sales and catch new technology trends. Emphasising naturalness and credibility helps lower barriers around AI quality and reliability.

Post image 9294
DeepCore có thể hỗ trợ giới thiệu sản phẩm, tương tác với khách hàng, trả lời bình luận, chuyển sản phẩm và tự động hóa kịch bản livestream.

Translation: "DeepCore can help introduce products, interact with customers, reply to comments, switch products and automate livestream scripts."

Use of open questions and shock/clickbait headlines

ObservationHigh confidence
Data observation

Many posts open with direct questions aimed at the reader or headlines with surprising, shocking elements to grab attention.

Strategic implication

This style aims to spark curiosity and encourage viewers to click through or read the full content, especially in a competitive social media environment.

Post image 9292
😳 Nếu không nói đây là livestream AI, bạn có nhận ra không?

Translation: "If we did not tell you this is an AI livestream, would you notice?"

Urgent language and benefit-focused keywords

ObservationHigh confidence
Data observation

Content often uses words such as 'Do not wait', 'opportunity', 'secret', 'change' and 'booming', together with emoji (fire, rocket, siren and warning symbols), to create urgency and emphasise benefits and trends.

Strategic implication

This style aims to push viewers to act quickly and not miss new technology trends, in line with the goal of creating demand and persuading prospects.

Post image 9290
⚠️ Hôm nay đối thủ chỉ mới thử AI. Ngày mai có thể họ đã chạy trước bạn. Đừng chờ đến khi thị trường thay đổi rồi mới bắt đầu.

Translation: "Today your competitors are only just trying AI. Tomorrow they may already be ahead of you. Do not wait until the market changes to start."

02 · Content pillarsThe themes the Page returns to

End-to-end automation of the livestream process with AI
Pillar 1End-to-end automation of the livestream process with AI

DeepCore positions AI Livestream not merely as a support tool but as a system that can automate almost every stage of a livestream sales session, from product introduction to interaction and continuous operation.

The importance of being an early adopter of AI technology
Pillar 2The importance of being an early adopter of AI technology

Many posts use urgent phrasing, warning that 'competitors are already ahead' or 'the age of AI is beginning', to encourage businesses to start exploring and adopting AI Livestream early.

A solution for international, multilingual market expansion
Pillar 3A solution for international, multilingual market expansion

DeepCore emphasises AI Livestream's ability to support cross-border selling by offering multilingual livestreaming, removing language barriers and the need for separate streamer teams for each country.

03 · What worksThe content that drives engagement

Communication focused on AI Livestream's automation features and conveniences

ObservationHigh confidence
Data observation

Posts consistently highlight the automation capabilities of AI Livestream DeepCore, including hosting the live, interacting with customers, introducing products, pinning products and 24/7 operation.

Strategic implication

Consistent communication about AI Livestream's core benefits can help position the product as an end-to-end solution to the operational problems of traditional livestreaming. This is a strength in educating the market about the technology's value.

Post image 9294
DeepCore có thể hỗ trợ giới thiệu sản phẩm, tương tác với khách hàng, trả lời bình luận, chuyển sản phẩm và tự động hóa kịch bản livestream.

Translation: "DeepCore can help introduce products, interact with customers, reply to comments, switch products and automate livestream scripts."

Emphasis on the AI's naturalness and development

ObservationHigh confidence
Data observation

Many posts focus on showing that DeepCore's AI Livestream is becoming more natural, harder to distinguish from a real person, and continually improved through new versions.

Strategic implication

This helps reduce customer scepticism about the AI's quality and authenticity, while demonstrating the product's continuous innovation. Emphasising the technology's development is necessary to sustain market interest.

Post image 9292
Nếu không nói đây là livestream AI, bạn có nhận ra không? Mọi thứ được setup để tạo cảm giác chân thật như một phiên livestream thực tế.

Translation: "If we did not tell you this is an AI livestream, would you notice? Everything is set up to feel as authentic as a real livestream."

Warning and educating the market about copycat products

ObservationHigh confidence
Data observation

A series of posts warns about AI Livestream products that copy the interface, have no real product behind them, or carry a risk of fraud. These posts advise users to check the origin and brand.

Strategic implication

Proactive warnings help protect prospects from risk while affirming DeepCore's standing and credibility in the market. This also builds trust and differentiation from unfair competitors.

Post image 9364
🚨 ĐỪNG CHỈ NHÌN GIAO DIỆN — HÃY NHÌN VÀO SẢN PHẨM THỰC. Nhưng nếu giao diện đó được lấy từ sản phẩm của bên khác, còn sản phẩm thực tế lại không tồn tại như những gì được thể hiện, thì câu chuyện đã trở nên đáng chú ý hơn rất nhiều.

Translation: "DO NOT JUST LOOK AT THE INTERFACE — LOOK AT THE ACTUAL PRODUCT. But if that interface was taken from another company's product, and the actual product does not exist as shown, then the story becomes far more noteworthy."

Direct and specific calls to action (CTAs)

ObservationHigh confidence
Data observation

Posts often end with or include sections asking viewers to 'Message me', 'Comment AI' or 'Watch the video now' to receive free advice or see a demo.

Strategic implication

Clear CTAs help turn viewers' interest into specific actions, creating opportunities for consultation and closing sales, an important element of a conversion-oriented marketing strategy.

Post image 9294
👉 Comment “AI” để mình gửi thông tin chi tiết.

Translation: "Comment "AI" and I will send you the details."

Despite the many CTAs, the actual number of comments remains very low, suggesting the current CTAs are not very effective.
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04 · What does not workContent that fails to land

Low overall engagement

ObservationHigh confidence
Data observation

Most posts (29/38) received no engagement at all (reactions, comments, shares). Posts that did receive engagement got very little (at most 4 reactions or 1 share).

Strategic implication

With such low engagement, current posts may not be reaching many people or may not be compelling enough to prompt action. The content and distribution strategy should be reviewed to increase viewers' attention and engagement.

Post image 9290
reactions_count":0,"comments_count":0,"shares_count":0

05 · AudienceWho engages with the Page

Doubts about the AI's authenticity and naturalness

HypothesisHigh confidence
Data observation

Many DeepCore posts ask viewers or challenge them to tell AI apart from a real person, suggesting this is a common concern among prospects.

Strategic implication

This suggests customers may worry that AI Livestream will lack the authenticity, emotion or flexible interaction of a human, which could affect sales effectiveness.

Post image 9292
😳 Nếu không nói đây là livestream AI, bạn có nhận ra không?

Translation: "If we did not tell you this is an AI livestream, would you notice?"

Concerns about technical complexity and setup

HypothesisHigh confidence
Data observation

One post directly addresses the concern 'But I am not technical, how do I install it?' and stresses that DeepCore has a dedicated technical support team.

Strategic implication

Customers may worry that AI technology will be hard to set up and operate, especially those without a technical background. This complexity may be a major barrier to product adoption.

Post image 9295
Nhiều người nghe đến đây sẽ nghĩ: “Nhưng tôi không rành kỹ thuật thì cài thế nào?” Đó là lý do bên mình có đội kỹ thuật hỗ trợ trực tiếp.

Translation: "Many people hearing this will think: "But I am not technical, how do I install it?" That is why we have a technical team providing direct support."

The cost of hiring streamers versus using AI

HypothesisHigh confidence
Data observation

Many posts compare hiring streamers with using AI, emphasising rising staff costs when livestreaming more or scaling up, implying AI is the more cost-efficient solution.

Strategic implication

Customers may be weighing the upfront cost of AI Livestream against the long-term cost of hiring streamers. This is a financial pain point DeepCore is trying to address, but it may also be a concern about switching costs.

Post image 9335
TÔI TỪNG NGHĨ THUÊ NGƯỜI LIVESTREAM LÀ CÁCH DUY NHẤT ĐỂ BÁN HÀNG ONLINE. Muốn live lâu hơn thì phải thuê thêm hoặc tăng ca. Muốn mở rộng thì lại phải tuyển thêm người.

Translation: "I USED TO THINK HIRING LIVESTREAMERS WAS THE ONLY WAY TO SELL ONLINE. To stay live longer, you had to hire more people or add overtime. To scale up, you had to recruit even more."

06 · OpportunitiesWhat is worth testing next

Strengthen content proving the AI's naturalness and interactivity

HypothesisHigh confidence
Data observation

Prospects may have doubts about AI Livestream's authenticity. Current posts already ask 'Can you tell it is AI?' but this may not be enough to fully address the concern.

Strategic implication

Addressing this doubt directly and effectively may increase trust and help prospects accept the product more easily.

Post image 9292
😳 Nếu không nói đây là livestream AI, bạn có nhận ra không?

Translation: "If we did not tell you this is an AI livestream, would you notice?"

Simplify the messaging on technical setup and support

HypothesisHigh confidence
Data observation

Customers may have concerns about AI Livestream's complex setup process, even though DeepCore has emphasised its technical support team.

Strategic implication

Addressing this concern may lower the entry barrier for non-technical users and broaden the pool of prospects.

Post image 9295
Nhiều người nghe đến đây sẽ nghĩ: “Nhưng tôi không rành kỹ thuật thì cài thế nào?” Đó là lý do bên mình có đội kỹ thuật hỗ trợ trực tiếp.

Translation: "Many people hearing this will think: "But I am not technical, how do I install it?" That is why we have a technical team providing direct support."

Optimise calls to action (CTAs) and content formats

ObservationHigh confidence
Data observation

Posts contain many direct CTAs, but engagement (especially comments) is very low.

Strategic implication

Optimising CTAs and content formats could increase viewer participation and convert them into leads more effectively.

Post image 9294
👉 Comment “AI” để mình gửi thông tin chi tiết.

Translation: "Comment "AI" and I will send you the details."

Other factors such as video quality, posting time and target audience need to be examined for a more complete picture.

07 · Action planIf we ran this Page

P10–7 daysEffort: medium

Create short, engaging videos that clearly show AI Livestream's natural interaction capabilities.

Directly address customers' concerns about the AI's authenticity and interactivity. Short video formats (Reels/Stories) may increase shareability and attract attention given the low engagement.

Goal
Strengthen brand awareness and ease doubts about AI quality.
KPI
Video views, video completion rate, reactions (LIKE/LOVE).
Success when
Increase views by 10-15% and reactions by at least 5% on new video posts compared with the current median.
P28–30 daysEffort: low

Diversify CTAs in posts beyond 'Comment AI' or 'Message me'.

Current CTAs are not generating enough engagement. Testing different CTAs may reveal more effective triggers for action.

Goal
Increase the conversion rate from viewers to engagers.
KPI
Number of comments, shares and messages to the page.
Success when
Gain at least 5 more comments/messages on posts with new CTAs within 1 week.
P28–30 daysEffort: medium

Build a content series explaining DeepCore's installation process and technical support in detail.

Directly address customers' concerns about technical complexity, build trust and clarify the value of DeepCore's support.

Goal
Reduce the psychological barrier for non-technical prospects.
KPI
Views of explainer content, visits to the FAQ page (if any), messages asking about technical issues/support.
Success when
Increase views of technical guide posts by 20% and receive at least 3 messages asking about support within 2 weeks.

Suggested experiment (A/B test)

Hypothesis

Changing the CTA from 'Comment AI' to an open question about benefits may increase the comment rate.

Variant AUse the current CTA: 'Comment "AI" and I will send you the details.'
Variant BUse a new CTA: 'Which AI Livestream feature do you think would boost your shop's sales the most? Share with us!'
Primary KPI: Number of comments on the post.Window: 7 daysWins if: Variant B gets 2 times as many comments as Variant A over the same period.
The audience reached and posting time of the two variants must be comparable for a fair comparison. With current low engagement, results may require a larger number of posts to be reliable.

Suggested experiment (A/B test)

Hypothesis

Video content demonstrating clear, direct 'human-AI' interaction (e.g. the AI responding to comments in real time) may achieve higher engagement than videos that only introduce features.

Variant AA general video introducing AI Livestream's automation features.
Variant BA video specifically demonstrating the AI interacting directly with viewer comments or questions (simulated or real).
Primary KPI: Total engagement (reactions + comments + shares).Window: 14 daysWins if: Variant B achieves at least 20% higher total engagement than Variant A.
Measured differences in engagement may be affected by the complexity of producing a real interactive demo video compared with a simple introduction video. Production quality must be comparable between the 2 variants.

08 · LimitationsWhat this data cannot tell us yet

Data limitations

  • Audience data (gender, age, city) is insufficient for in-depth analysis, with all 3 profiles identified as 'unknown'. This limits the ability to build customer profiles and personalise content.
  • There is no data on specific reactions (LOVE/ANGRY) or comment content to assess viewers' responses to topics in depth.
  • There is no information on reach, impressions or ad spend, so the distribution effectiveness or ROAS of posts cannot be assessed.
  • Overall engagement data is very low (median engagement is 0, total engagement 19), making it harder to draw conclusions about trends or success factors, especially when comparing posts.
  • Data covers only a limited period (September-October 2026), so long-term trends or seasonal campaigns cannot be assessed.

Data still needed

  • More detailed demographic data on people who engage with and follow the page (gender, age, location).
  • User comment content to better understand their questions, feedback and concerns.
  • Post distribution performance metrics such as reach and impressions.
  • Click-through rate (CTR) data on videos/posts to assess how appealing headlines and thumbnails are.
  • Traffic source data (e.g. from ads, organic) to assess the effectiveness of marketing channels.

Methodology & data sources

This article is edited from an AI report that Fanpage Insight generated on Oct 2, 2026 from public data on the AI Livestream DeepCore Việt Nam Facebook Page. Figures are kept exactly as reported; each finding is labeled as an Observation (drawn directly from the data) or a Hypothesis (needs further testing), with a confidence level. This is independent analysis with no commercial affiliation to the brand mentioned. Images are thumbnails of the original posts, used for citation.

Posts analyzed
50 posts
Content read
50 posts read in full
Comments read
0
Engagement metric
Reactions + comments + shares, recorded at collection time
Report date
Oct 2, 2026
Finding labels
Observation: drawn directly from the data. Hypothesis: an inference that needs testing
Report ID
1e02598d

Fanpage Insight Research Desk

Social data research

Our research team uses the Fanpage Insight platform to read public data from brand Pages, then edits the findings into evidence-backed articles with practical takeaways.

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