AI Threat Assessment · 26 May 2026

Grappus

Name: Grappus — AI Threat Assessment
Item: Grappus
Rating: 7.8
Author: AIRoast

Digital Agency

COOKED

7.8/ 10

“Grappus built a beautiful portfolio of mobile apps and websites for startups who needed someone to translate their vision into pixels and code. They mastered the delicate art of being the technical team for companies that couldn't afford a technical team — which worked perfectly until Claude and Cursor arrived to offer the same service for $20/month instead of $20,000/project. It's like being a professional letter-writer in 1995, right as email was getting popular.”

Business Model

8.5

Automation Risk

8.0

Moat Strength

6.5

Adaptability

7.0

Need Survival

8.5

AI Threat Level

BUSINESS MODEL REPLACEABILITY

Their pitch was 'we turn your idea into an app' — which was valuable when app development required months of specialized labor. Now ChatGPT writes the initial codebase, Cursor handles the iterations, and Vercel deploys it, all before the first client call ends.

8.5

WORKFORCE AUTOMATION RISK

UI/UX designers are watching Figma's AI generate their mockups, frontend developers are watching v0 ship their React components, and project managers are watching Claude write their status updates. The agency model collapses when the agency is three humans supervising AI workflows instead of thirty humans writing code.

8.0

MOAT STRENGTH

Their moat was supposed to be client relationships and domain expertise, but both evaporate when the client can prototype their next feature in ChatGPT during the kickoff meeting. Good taste in design persists; charging $150/hour for implementing that taste doesn't.

6.5

AI ADAPTABILITY SIGNALS

Their recent case studies still showcase 6-month development timelines for MVPs that Replit and Claude now ship in 6 hours. Either they haven't noticed the shift, or they're hoping their clients haven't — both strategies have expiration dates measured in quarters, not years.

7.0

WILL THE NEED SURVIVE AI?

Startups still need digital products built, but they don't need agencies to build them — AI eliminates the question 'who should we hire to code this?' by making the founder the developer. The need survives; the intermediary doesn't.

8.5

Verdict

“Digital agencies are discovering that 'full-stack development' now means 'human + AI' instead of 'human + human + human,' and the math stops working when the retainer covers three salaries but only funds one. Grappus spent years becoming experts at a craft that generative AI turned into a weekend hobby.”

Scores are based on public information and AI analysis. This is an affectionate roast, not a financial assessment. The best companies use this as a mirror, not a verdict.