Triller Group Inc. ILLRW

Competitive advantage analysis · technology

Software & SaaS Specialized
Overall moat score
29/100
Developing

About Triller Group Inc.

Triller Group Inc. operates an artificial intelligence powered technology platform in Hong Kong, the United States, and internationally. The company offers Triller app, a video sharing app platform. It also provides content amplification, brand marketing, and event creation services, as well as agency partnership and advertising services. In addition, the company offers financial services, such as life insurance, property-casualty insurance, … Full ILLRW analysis →

Competitive advantage assessment

Key strengths

  • Asset-Light Returns Return profile is strong (score 0.97), supporting a capital-efficient model.
  • FCF Margin Is Improving FCF trend is favorable (score 0.88), indicating improving cash scalability.

Key risks

  • Margin Compression Risk Margin quality is below peer norms (score 0.05), suggesting pricing pressure.
  • Lumpy Revenue Trajectory Revenue consistency is weak (score 0.34), suggesting demand may be less recurring than peers.

The dashed ring is the peer median. Defense scores are percentile ranks against peers, so 50 is roughly the typical company in this group.

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Pricing Power

Weak
8

Where ILLRW ranks in Software - Application

Triller Group Inc. ranks #207 of 264 scored companies in Software - Application by moat score — the top 78%. The widest moat in the group is Dave Inc. (DAVE) at 80/100.

Moat scores for companies ranked near ILLRW in Software - Application
# Company Moat score Rating
203 MMTec, Inc. MTC 29/100 Developing
204 Collective Audience, Inc. CAUD 29/100 Developing
205 CXApp Inc. CXAI 29/100 Developing
206 Triller Group Inc. ILLR 29/100 Developing
207 Triller Group Inc. ILLRW 29/100 Developing
208 YXT.COM GROUP HOLDING LIMITED - YXT 28/100 Developing
209 XIAO-I Corporation AIXI 28/100 Developing
210 Phunware, Inc. PHUN 27/100 Developing
211 Future FinTech Group Inc. FTFT 27/100 Developing

See every Software & SaaS company ranked by moat score →

How ILLRW scores on the Software & SaaS Specialized defenses

Pricing Power

Score 8 · 20% of the moat score

In software, pricing power is visible in gross margin: a vendor that has to discount in order to renew gives it up first.

Recurring Revenue Stickiness

Score 22 · 18% of the moat score

Recurring revenue is the model's central claim, and it is a moat only when customers renew and expand without being re-sold each year.

Innovation Engine

Score 19 · 16% of the moat score

Software is competed away rather than depreciated, so a vendor that stops investing loses its category.

Cash Scalability

Score 43 · 18% of the moat score

The test of a software business is whether growth eventually stops consuming cash.

Capital Efficiency

Score 67 · 16% of the moat score

A software platform employs very little capital, so a genuine franchise should produce high returns on it without leverage.

Balance Sheet Resilience

Score 14 · 12% of the moat score

Software companies fund years of customer acquisition before those customers pay back, which makes access to capital a strategic variable rather than a treasury detail.

How each Software & SaaS Specialized defense is measured, in full →

Understanding ILLRW's moat

What is Triller Group Inc.'s moat score?

Triller Group Inc. (ILLRW) scores 28 out of 100 on the StatsAlpha Moat Map, which rates its competitive advantage as developing. It ranks #207 of 264 scored companies in Software - Application, the top 78%. The score is a weighted composite of 6 competitive defenses, each measured against industry peers of 263 companies in Software - Application. Its strongest defense is Capital Efficiency (67/100) and its weakest is Pricing Power (8/100).

How does Triller Group Inc. compare with other Software - Application companies?

Triller Group Inc. ranks #207 of 264 scored companies in Software - Application by moat score. The widest moat in Software - Application is Dave Inc. (DAVE) at 80/100. The companies ranked closest are Triller Group Inc. (ILLR) at 29 just above it and YXT.COM GROUP HOLDING LIMITED - (YXT) at 28 just below it.

How is the moat score calculated?

Each company is scored with an industry-specific template — Software & SaaS Specialized in this case, chosen because the defenses that matter to a bank are not the ones that matter to a software company. Every defense combines several financial signals, and each signal is measured as a percentile against a peer group of 263 companies in Software - Application. The defenses are then weighted to produce the overall score out of 100.

Why is Triller Group Inc. scored with the Software & SaaS Specialized template?

Software costs almost nothing to reproduce, so the entire economic question is whether customers keep paying. Revenue is a subscription rather than a sale, the cost of winning a customer is paid years before that customer becomes profitable, and margins arrive only if renewals hold. The Software & SaaS template scores retention, reinvestment, and the point at which growth turns into cash.

Which competitive defenses are measured for Triller Group Inc.?

The Software & SaaS Specialized template measures 6 defenses, and ILLRW scores: Pricing Power (8), Recurring Revenue Stickiness (22), Innovation Engine (19), Cash Scalability (43), Capital Efficiency (67), Balance Sheet Resilience (14). Each is scored independently as a percentile against peers, so a company can be strong on one and weak on another — the overall score reflects how those defenses are weighted for this industry.

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