RRepoGEO

REPOGEO REPORT · LITE

realrossmanngroup/no_ai_slop_writing_rules

Default branch main · commit 35e32ae4 · scanned 7/1/2026, 1:22:47 PM

GitHub: 521 stars · 64 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 realrossmanngroup/no_ai_slop_writing_rules, 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 statement of purpose to the README's opening

    Why:

    CURRENT
    # no-ai-slop-writing-rules

[](https://skills.sh/realrossmanngroup/no_ai_slop_writing_rules)

> # 👋 Hi, you were probably sent here.
    COPY-PASTE FIX
    # no-ai-slop-writing-rules

This repository provides a practical guide and ruleset for human writers and editors to avoid common AI-generated 'slop' and produce distinctively human, high-quality content.

[](https://skills.sh/realrossmanngroup/no_ai_slop_writing_rules)

> # 👋 Hi, you were probably sent here.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-writing, content-creation, writing-guide, human-writing, anti-ai-slop, editing-llm-output, writing-best-practices
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository with the text of the MIT License.

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 realrossmanngroup/no_ai_slop_writing_rules
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. QuillBot · recommended 2×
  3. Grammarly Premium · recommended 2×
  4. Jasper · recommended 1×
  5. Copy.ai · recommended 1×
  • CATEGORY QUERY
    How can I make AI-generated content sound more human and less robotic?
    you: not recommended
    AI recommended (in order):
    1. Jasper
    2. Copy.ai
    3. Writesonic
    4. ChatGPT
    5. Sudowrite
    6. QuillBot
    7. Grammarly Premium

    AI recommended 7 alternatives but never named realrossmanngroup/no_ai_slop_writing_rules. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are best practices for editing large language model output to remove generic phrasing?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Word
    2. Google Docs
    3. Thesaurus.com
    4. Grammarly Premium
    5. ProWritingAid
    6. Google Search
    7. Wikipedia
    8. Hemingway Editor
    9. QuillBot
    10. ChatGPT
    11. Bard

    AI recommended 11 alternatives but never named realrossmanngroup/no_ai_slop_writing_rules. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 realrossmanngroup/no_ai_slop_writing_rules?
    pass
    AI did not name realrossmanngroup/no_ai_slop_writing_rules — 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 realrossmanngroup/no_ai_slop_writing_rules in production, what risks or prerequisites should they evaluate first?
    pass
    AI named realrossmanngroup/no_ai_slop_writing_rules 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 realrossmanngroup/no_ai_slop_writing_rules solve, and who is the primary audience?
    pass
    AI did not name realrossmanngroup/no_ai_slop_writing_rules — 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

Drop this badge into the README of realrossmanngroup/no_ai_slop_writing_rules. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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realrossmanngroup/no_ai_slop_writing_rules — 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