Sample report

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Real audit of Linear.app — 27 pages, 10 sections, 3 AI layers. Yours covers your product, your docs, your competitors.

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Product
linear.app
Competitors analyzed
Notion, Asana
Sections
10
Layers
Claude Research + Groq Expert Review

1
Executive Summary

Linear is a well-positioned project management tool for engineering teams with a compelling differentiation strategy around speed, AI agents, and developer-first UX. However, the product suffers from critical messaging confusion, insufficient trust signals for enterprise buyers, and onboarding friction that undermines its core value prop of speed.

Honest assessment: Linear has built something genuinely good, but the positioning is confused between Jira replacement and AI-first product development system. This ambiguity is leaving revenue on the table and confusing prospects in consideration.

Sample Reports

Linear.app
Project Management
Competitors: Notion, Asana

Issue tracking positioning audit — AI messaging confusion, missing trust signals, Jira comparison gaps

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15‑20 page detailed audit
Resend.com
Developer Tools / Email API
Competitors: SendGrid, Mailgun

Developer email API audit — onboarding friction, documentation gaps, trust signal analysis

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No spam. One email if we find something interesting about your product.

15‑20 page detailed audit
Cal.com
Scheduling & Booking
Competitors: Calendly, SavvyCal

Open source scheduling audit — positioning gaps, enterprise trust signals, self‑hosting documentation

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No spam. One email if we find something interesting about your product.

15‑20 page detailed audit

2
What This Product Does Well

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3
What Confused Me

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4
Positioning Gaps vs Competitors

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5
Documentation Issues

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6
Missing Trust Signals

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7
Objections Analysis

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8
Prioritized Recommendations

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9
Onboarding Friction Map

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10
Expert Review Memo

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11
Founder Note

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