Collective Audience, Inc. provides audience-based performance advertising and media platform for brands, agencies and publishers in the United States. The company offers push business unit, such as lead generation and performance based engagement; BattleBridge, a full-service branding and digital marketing agency serving both external clients and other DLQ business units which offers branding and identity development in addition to digital …
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Competitive advantage assessment
Key strengths
R&D Reinvestment Supports GrowthR&D commitment is strong relative to peers (score 0.63).
Key risks
Lumpy Revenue TrajectoryRevenue consistency is weak (score 0.29), suggesting demand may be less recurring than peers.
Weak Cash ConversionCash conversion is weak (score 0.24), limiting evidence of scalable cash generation.
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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Collective Audience, Inc. ranks #204 of 264
scored companies in Software - Application by moat score — the top 77%.
The widest moat in the group is Dave Inc. (DAVE)
at 80/100.
Moat scores for companies ranked near CAUD in Software - Application
How CAUD scores on the Software & SaaS Specialized defenses
Pricing Power
Score 53
· 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 18
· 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 40
· 16% of the moat score
Software is competed away rather than depreciated, so a vendor that stops investing loses its category.
Cash Scalability
Score 21
· 18% of the moat score
The test of a software business is whether growth eventually stops consuming cash.
Capital Efficiency
Score 22
· 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 11
· 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.
Collective Audience, Inc. (CAUD) scores 29 out of 100 on the StatsAlpha Moat Map, which rates its competitive advantage as developing. It ranks #204 of 264 scored companies in Software - Application, the top 77%. 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 Pricing Power (53/100) and its weakest is Balance Sheet Resilience (11/100).
How does Collective Audience, Inc. compare with other Software - Application companies?
Collective Audience, Inc. ranks #204 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 MMTec, Inc. (MTC) at 29 just above it and CXApp Inc. (CXAI) at 29 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 Collective Audience, 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 Collective Audience, Inc.?
The Software & SaaS Specialized template measures 6 defenses, and CAUD scores: Pricing Power (53), Recurring Revenue Stickiness (18), Innovation Engine (40), Cash Scalability (21), Capital Efficiency (22), Balance Sheet Resilience (11). 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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