RRepoGEO

REPOGEO REPORT · LITE

ericosiu/ai-marketing-skills

Default branch main · commit a9f11007 · scanned 5/29/2026, 3:23:52 AM

GitHub: 2,498 stars · 535 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 ericosiu/ai-marketing-skills, 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 README opening to clarify AI agent workflows

    Why:

    CURRENT
    # AI Marketing Skills

**Open-source Claude Code skills for marketing and sales teams.** Built by the team at Single Brain — battle-tested on real pipelines generating millions in revenue.

These aren't prompts. They're complete workflows — scripts, scoring algorithms, expert panels, and automation pipelines you can plug into Claude Code (or any AI coding agent) and run today.
    COPY-PASTE FIX
    # AI Marketing Skills: Open-Source Workflows for AI Agents

**These are not just prompts.** This repository provides battle-tested, open-source AI agent workflows (scripts, scoring algorithms, expert panels, and automation pipelines) for marketing and sales teams. Designed for Claude Code or any AI coding agent, these complete pipelines are built by Single Brain and have generated millions in revenue.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-marketing, sales-automation, seo-automation, content-generation, growth-hacking, ai-workflows, open-source-ai, claude-code, marketing-automation, sales-pipeline, revenue-intelligence
  • mediumabout#3
    Update the repository description to emphasize 'workflows'

    Why:

    CURRENT
    Open-source AI marketing skills — growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation
    COPY-PASTE FIX
    Open-source AI marketing workflows — complete, battle-tested pipelines for growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation.

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 ericosiu/ai-marketing-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Salesforce Einstein
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Salesforce Einstein · recommended 1×
  2. HubSpot Operations Hub Enterprise · recommended 1×
  3. Drift · recommended 1×
  4. Jasper · recommended 1×
  5. Chorus.ai · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automate my marketing and sales processes effectively?
    you: not recommended
    AI recommended (in order):
    1. Salesforce Einstein
    2. HubSpot Operations Hub Enterprise
    3. Drift
    4. Jasper
    5. Chorus.ai
    6. Gong.io
    7. Marketo Engage
    8. Zendesk Answer Bot

    AI recommended 8 alternatives but never named ericosiu/ai-marketing-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools exist for automating SEO and content generation workflows?
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Apache OpenNLP
    3. spaCy
    4. Gensim
    5. Google Ads API
    6. Beautiful Soup
    7. NLTK (Natural Language Toolkit)

    AI recommended 7 alternatives but never named ericosiu/ai-marketing-skills. 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 ericosiu/ai-marketing-skills?
    pass
    AI did not name ericosiu/ai-marketing-skills — 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 ericosiu/ai-marketing-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ericosiu/ai-marketing-skills 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 ericosiu/ai-marketing-skills solve, and who is the primary audience?
    pass
    AI did not name ericosiu/ai-marketing-skills — 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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