REPOGEO REPORT · LITE

ferdinandobons/startup-skill

Default branch main · commit b1377b93 · scanned 6/29/2026, 10:46:46 AM

GitHub: 504 stars · 73 forks

AI VISIBILITY SCORE

27 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface ferdinandobons/startup-skill, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition the README's opening sentence to explicitly state 'AI agent skills'

Why:

CURRENT

What a $10K strategy consultant would deliver: market research, competitive battle cards, positioning, financial projections, and a 30-day action plan. If your idea should die, it will tell you. Works with Claude Code and any agent that supports skills.

COPY-PASTE FIX

A collection of AI agent skills that deliver what a $10K strategy consultant would: market research, competitive battle cards, positioning, financial projections, and a 30-day action plan. If your idea should die, it will tell you. Works with Claude Code and any agent that supports skills.

mediumreadme#2

Add a 'How is this different?' section to the README

Why:

COPY-PASTE FIX

## How is this different from ChatGPT or Jasper?
This repository provides structured, pre-built *skills* for AI agents (like Claude Code) to perform specific, complex startup strategy tasks. It's not a general-purpose chatbot or a content generation tool. Instead, it equips your AI agent with the expertise of a strategy consultant to deliver concrete, actionable startup deliverables.

lowreadme#3

Add a 'Who is this for?' section to the README

Why:

COPY-PASTE FIX

## Who is this for?
This repository is designed for startup founders, aspiring entrepreneurs, and early-stage teams who want to leverage AI agents to accelerate their startup validation, competitive analysis, and strategic planning processes. It's particularly useful for those working with Claude Code or other skill-enabled AI agents.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface ferdinandobons/startup-skill

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Jasper

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Jasper · recommended 2×
ChatGPT Enterprise · recommended 1×
Google Gemini Advanced · recommended 1×
Statista · recommended 1×
Dovetail · recommended 1×

CATEGORY QUERY
How can AI agents assist with comprehensive startup validation and competitive intelligence gathering?
you: not recommended
AI recommended (in order):
1. ChatGPT Enterprise
2. Google Gemini Advanced
3. Statista
4. Dovetail
5. UserTesting
6. Survicate
7. Typeform
8. Copy.ai
9. Jasper
10. Brandwatch
11. Talkwalker
12. Google Alerts
13. Crayon
14. Similarweb
15. Aylien Text Analysis
AI recommended 15 alternatives but never named ferdinandobons/startup-skill. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking AI tools to generate competitive battle cards and market positioning for new ventures.
you: not recommended
AI recommended (in order):
1. ChatGPT
2. Jasper
AI recommended 2 alternatives but never named ferdinandobons/startup-skill. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of ferdinandobons/startup-skill?
pass
AI did not name ferdinandobons/startup-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts ferdinandobons/startup-skill in production, what risks or prerequisites should they evaluate first?
pass
AI named ferdinandobons/startup-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo ferdinandobons/startup-skill solve, and who is the primary audience?
pass
AI did not name ferdinandobons/startup-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

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ferdinandobons/startup-skill — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite