RRepoGEO

REPOGEO REPORT · LITE

deanpeters/product-manager-prompts

Default branch main · commit 418049a6 · scanned 6/13/2026, 5:57:20 PM

GitHub: 918 stars · 194 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 deanpeters/product-manager-prompts, 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
    Add a clear differentiator statement to the README's opening

    Why:

    CURRENT
    Practical AI tools that actually help with both the strategic thinking and daily execution of product management
    COPY-PASTE FIX
    This repository provides 50+ practical, AI-assisted product management prompts, specifically curated for product managers to enhance strategic thinking and daily execution, differentiating it from generic prompt engineering guides.
  • highhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant URL here (e.g., a project page, documentation, or a related company site).
  • mediumtopics#3
    Expand repository topics with more specific product management terms

    Why:

    CURRENT
    agile, chatgpt, documentation-generator, generative-ai, product-management, product-owner
    COPY-PASTE FIX
    agile, chatgpt, documentation-generator, generative-ai, product-management, product-owner, product-strategy, user-stories, roadmap-planning, ai-for-pm

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 deanpeters/product-manager-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI's Prompt Engineering Guide
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI's Prompt Engineering Guide · recommended 1×
  2. Google's Prompt Engineering Best Practices · recommended 1×
  3. AIPRM for ChatGPT · recommended 1×
  4. LearnPrompting.org · recommended 1×
  5. PromptBase · recommended 1×
  • CATEGORY QUERY
    What are some useful generative AI prompts for product managers to enhance productivity?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    How can I find effective AI prompts to streamline product documentation and agile planning?
    you: not recommended
    AI recommended (in order):
    1. OpenAI's Prompt Engineering Guide
    2. Google's Prompt Engineering Best Practices
    3. AIPRM for ChatGPT
    4. LearnPrompting.org
    5. PromptBase
    6. Awesome Prompt Engineering
    7. ChatGPT
    8. GPT-4

    AI recommended 8 alternatives but never named deanpeters/product-manager-prompts. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 deanpeters/product-manager-prompts?
    pass
    AI did not name deanpeters/product-manager-prompts — 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 deanpeters/product-manager-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named deanpeters/product-manager-prompts 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 deanpeters/product-manager-prompts solve, and who is the primary audience?
    pass
    AI did not name deanpeters/product-manager-prompts — 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?

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deanpeters/product-manager-prompts — 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