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OpenSeed Product Guide

Inside the OpenSeed Report: More Than a One-Line Star Rating

2026.05.13·8 min·OPENSEED

Most other AI business-plan tools stop at a one-line verdict like '80/100, high chance of approval.' You never learn where that score came from, which sentences are weak, or how to fix them. OpenSeed's report is different — from the star rating and verdict down to category-by-category scores, strengths and weaknesses, and sentence-level rewrites, it recreates the exact flow of a reviewer marking up your plan with a pen.

Intro.

#Overall Star Rating + Verdict + Progress Label

The top of the report opens with three pieces of information you can take in at a glance.

  • Overall star rating (out of 5 stars) — the average score of 15 reviewers, converted into stars
  • Verdict label — 'promising,' 'needs review,' or 'revise and resubmit'
  • Percentile label — where you rank against the 3.5-star cutoff that typically clears the first round of Korea's pre-startup grant program

The star rating isn't a simple average — the weighting adjusts by industry and stage. The same 3.8-star score might show as 'promising' if it clears the 3.5-star grant-program cutoff, but as 'needs review' if you're evaluated at the Series A stage.

02

#Seven Evaluation Categories

Fifteen reviewers each evaluate your plan across seven core categories, and each category receives its own star rating in 0.5-point increments.

Evaluation CategoryKey Question
Clarity of problem definitionDid you specify the target customer, pain point, and current alternatives concretely?
Rigor of market analysisDid you calculate TAM/SAM/SOM bottom-up, with sources cited?
Differentiation of the solutionIs the differentiation from existing alternatives clear? Why now?
Feasibility and execution planMVP progress, customer interviews, letters of intent, quantitative beta-user evidence
Team composition and capabilityDomain experience, why this team, and gaps still to fill
Logical soundness of the financial planRevenue model, CAC/LTV/ARPU, break-even point
Social value and scalabilityImpact, exit scenario, path to scale
03

#142 Checkpoints

Each of the seven categories contains 15-25 detailed checkpoints, for a total of 142. Within 'clarity of problem definition,' for example, you'll find:

  • Is the target customer specified down to company type, job function, or age group?
  • Is the frequency and severity of the pain point expressed in numbers?
  • Are current alternatives and their limitations clearly stated?
  • Is the cost customers currently pay — in money or time — quantified?
  • Is there evidence of at least 5 direct interviews or a survey?

For each checkpoint, a system agent searches your document directly for supporting evidence and marks it with a checkmark, an X, or a warning icon.

04

#Comments from Each Reviewer

The report displays each of the 15 reviewers' comments separately — the result of viewing the same business plan through different lenses.

  • Financial analyst reviewer — focuses on revenue model, unit economics, and cash burn
  • Market analyst reviewer — validates TAM/SAM/SOM and compares competitors
  • Team evaluator — domain experience, execution track record, team cohesion
  • Technical reviewer — technical moat, implementation difficulty, patentability
  • GTM reviewer — strategy for the first 100 customers, channels, CAC sanity-check
  • Government-grant reviewer — fit with the PSST framework, comparison to the passing bar
  • Risk reviewer — red flags and potential grounds for rejection

Each reviewer scores independently, so you can see the distribution — which reviewer was the most generous, and which was the toughest.

05

#Sentence-Level Rewrites

Suggestions for turning weak sentences into strong ones appear directly inline in your document. For example:

Original (Weak)Rewrite Suggestion (Strong)
The domestic edtech market is growing every year, with a bright outlook.The domestic edtech market will grow from ₩4.2T in 2024 to ₩6.8T in 2027 (17.3% CAGR), with the B2B segment growing 23% (source: KESDI, 2025).
Our product is much faster than competitors.280ms processing time vs. a 1.2-second competitor average (self-measured PoC against 3 competitors, March 2025).
The founder has extensive experience in this field.CEO Kim [name] spent 8 years as a manufacturing ERP project manager at a major IT services firm, personally running 14 projects with an average 5-month implementation time.

Rewrites appear as side comments next to your original text, and an 'Apply' button lets you swap in the suggested version instantly.

06

#Comparison Against Successful Applicants

Your star rating is shown against the distribution of top applicants who succeeded on the same track — benchmarked against N first-round winners of Korea's 2026 pre-startup grant program.

  • Where your overall star rating falls within the percentile distribution of successful applicants
  • Which of the 7 evaluation categories are stronger or weaker than the successful-applicant average
  • The 3 keywords most often emphasized by successful applicants in your same star-rating range

The distribution data is used only in anonymized, aggregate form — individual successful applicants' business plans are never disclosed.

Summary.

#How to Use the Report

  • Step 1 — get a sense of your overall level from the star rating and verdict
  • Step 2 — identify your 1-2 lowest-scoring categories
  • Step 3 — go into your document and directly address the X's and warnings among that category's checkpoints
  • Step 4 — apply rewrite suggestions to replace weak sentences
  • Step 5 — run a re-analysis (50% off at ₩2,500) to confirm your star rating improved
CTA
After signing up, simply upload your business plan and your OpenSeed report is generated within 5 minutes. During the current free beta, it includes everything — 7 evaluation categories, 142 checkpoints, comments from 15 reviewers, sentence rewrites, and comparison against successful applicants.
광고

Not a One-Line Score — the Full Flow of a Reviewer's Pen Marking Up Your Plan

7 evaluation categories, 142 checkpoints, comments from 15 reviewers, sentence-level rewrites, and a comparison against successful applicants — all included.

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