RRepoGEO

REPOGEO REPORT · LITE

TheCraigHewitt/seomachine

Default branch main · commit 70231da1 · scanned 6/24/2026, 11:18:40 PM

GitHub: 7,177 stars · 972 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
3 / 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 TheCraigHewitt/seomachine, 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
    Clarify the core technology and nature of the repo in the README's opening

    Why:

    CURRENT
    A specialized Claude Code workspace for creating long-form, SEO-optimized blog content for any business. This system helps you research, write, analyze, and optimize content that ranks well and serves your target audience.
    COPY-PASTE FIX
    The SEO Machine is an open-source, comprehensive AI system built *on* Claude Code, designed to empower businesses to create, analyze, and optimize long-form, SEO-optimized blog content. It provides a structured workspace and advanced agents to streamline your content workflow, leveraging Anthropic's powerful models.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-content-generation, seo-optimization, claude-code, content-marketing, generative-ai, anthropic-api, blog-content, content-strategy, seo-tools, open-source
  • mediumreadme#3
    Position the repo as a customizable, open-source alternative to commercial SaaS tools

    Why:

    COPY-PASTE FIX
    Integrate into the 'Overview' section: 'Unlike proprietary SaaS platforms like Surfer SEO or Jasper, SEO Machine provides a fully customizable, open-source framework built on Claude Code, giving you complete control over your content strategy and AI workflows without vendor lock-in.'

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 TheCraigHewitt/seomachine
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Surfer SEO
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Surfer SEO · recommended 2×
  2. Clearscope · recommended 2×
  3. Frase.io · recommended 2×
  4. MarketMuse · recommended 2×
  5. Jasper · recommended 1×
  • CATEGORY QUERY
    How can I use AI to generate and optimize long-form blog content for better search rankings?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. Jasper
    3. Clearscope
    4. Frase.io
    5. Copy.ai
    6. MarketMuse

    AI recommended 6 alternatives but never named TheCraigHewitt/seomachine. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help analyze existing content and improve SEO performance with data insights?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. MarketMuse
    3. Clearscope
    4. SEMrush
    5. Frase.io
    6. Topic (by DemandJump)

    AI recommended 6 alternatives but never named TheCraigHewitt/seomachine. 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 TheCraigHewitt/seomachine?
    pass
    AI named TheCraigHewitt/seomachine explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts TheCraigHewitt/seomachine in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TheCraigHewitt/seomachine 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 TheCraigHewitt/seomachine solve, and who is the primary audience?
    pass
    AI named TheCraigHewitt/seomachine explicitly

    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 TheCraigHewitt/seomachine. 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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MARKDOWN (README)
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TheCraigHewitt/seomachine — 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