5-minute demo
AI coding assistant revenue workflow
A complete demo story showing how CommunityDesk turns manual Reddit research into pain evidence, an offer, safe content, leads, proof, and a client-ready report.
Demo 是什么
这个页面把整个产品用一个样例项目串起来，让客户五分钟内理解系统怎么从痛点走到报告。
为什么和收入有关
它展示的是可交付过程：研究、offer、内容、线索、证明和报告，而不是承诺结果。
下一步做什么
演示时从 Goal 开始，一步一步讲到 Report，最后复制 sample report 给客户看。
常见错误
- 不要说系统能保证收入或保证线索。
- 不要把 manual queue 讲成自动发帖。
- 不要跳过 proof permission。
AI coding assistant for solo developers
The story is deliberately narrow: one audience, one high-intent pain, one pilot offer, one weekly sprint, and one report. That makes the demo believable and sellable.
Goal
Input
AI coding assistant for solo developers
System output
Get 10 qualified conversations in 30 days without posting automation.
Revenue value
Focuses the workspace on revenue learning, not vanity traffic.
Next action
Open onboarding with the demo workspace.
Manual research import
Input
Public thread notes about AI-generated pull requests feeling hard to review.
System output
Operator-pasted notes, selected quotes, and rule context.
Revenue value
Keeps evidence manual, inspectable, and client-safe.
Next action
Paste public thread notes or customer-call notes.
Pain signals
Input
The diff works, but it changes too many files to trust.
System output
Pain: AI-generated diffs are too broad to review confidently.
Revenue value
Turns messy complaints into a business pain that can be validated.
Next action
Cluster repeat pain and score buying intent.
Opportunity scored
Input
r/webdev, r/SideProject, solo technical founders, high self-promo risk.
System output
Reviewable AI PR audit scored 78 with comment-first recommendation.
Revenue value
Shows where the opportunity is worth testing and where risk is high.
Next action
Pick the highest-fit, lowest-risk opportunity.
Offer created
Input
Founders need reviewable AI work before another automation tool.
System output
$199 Reviewable AI PR Audit with deliverables and proof needed.
Revenue value
Packages research into something a customer can buy.
Next action
Define deliverables, proof needed, and objections.
Reddit-native content
Input
Helpful technical reply, no link, transparent founder context if needed.
System output
Comment draft about limiting PR surface area and asking a workflow question.
Revenue value
Starts useful conversations without turning the workspace into spam tooling.
Next action
Send draft to rule check before any publishing.
Rule check
Input
Draft mentions AI workflow, possible founder affiliation, no link.
System output
Passed after edits: no guarantees, no hard CTA, no repeated content.
Revenue value
Protects the operator and client from risky claims.
Next action
Apply edits and keep disclosure visible.
Manual queue
Input
Approved draft and target community.
System output
Prepared task for a human to copy, review, and post manually.
Revenue value
Publishing stays human-reviewed. No account control, no automation.
Next action
Copy only after a final human review.
Lead recorded
Input
u/ship-small asked for the checklist after a helpful reply.
System output
Qualified lead, $199 estimated value, manual next action.
Revenue value
Connects community learning to pipeline.
Next action
Record fit, next action, and follow-up timing.
Proof captured
Input
Founder replied that smaller PRs would help them trust AI changes.
System output
Proof item with permission status and public-use warning.
Revenue value
Prevents fake claims while building report evidence.
Next action
Request permission before using proof publicly.
Weekly report
Input
Pain signals, leads, proof, risks, and next sprint.
System output
Client-ready Markdown report and sales follow-up copy.
Revenue value
Turns the work into a deliverable a client can understand.
Next action
Copy the client-ready report or email version.
Next sprint
Input
Two more comment-first tests before any checklist post.
System output
Recommended 7-day sprint with metrics and decisions needed.
Revenue value
Moves the operator from activity to weekly learning.
Next action
Approve one narrow sprint for the next week.
Demo talk track
CommunityDesk does not automate Reddit. It makes the human work visible, safer, and easier to sell as a service.
Copyable sample report
Use this as the final artifact in a client demo. It avoids income claims and names the decisions still needed.
Start with this demo workspace