RRepoGEO

REPOGEO REPORT · LITE

AJaySi/ALwrity

Default branch main · commit 96fa469f · scanned 5/26/2026, 10:56:47 PM

GitHub: 1,049 stars · 270 forks

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 AJaySi/ALwrity, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of the MIT License, as hinted by the README.
  • highreadme#2
    Emphasize 'open-source' and 'self-hostable' in the README's core claim

    Why:

    CURRENT
    Core claim: ALwrity is a contextual content OS: it understands your brand, website, competitors, and channels, then uses that understanding to drive every story, video, podcast, and campaign, with memory and analytics in one place.
    COPY-PASTE FIX
    Core claim: ALwrity is an **open-source, self-hostable** contextual content OS: it understands your brand, website, competitors, and channels, then uses that understanding to drive every story, video, podcast, and campaign, with memory and analytics in one place.
  • mediumtopics#3
    Add 'open-source' and 'self-hosted' to repository topics

    Why:

    CURRENT
    ai-agent, ai-content-generation, ai-content-marketing, ai-digital-marketing, ai-seo-tools, ai-social-media, automated-seo, content-marketing, marketing-automation, multimodal-content-generation, seo-automation
    COPY-PASTE FIX
    ai-agent, ai-content-generation, ai-content-marketing, ai-digital-marketing, ai-seo-tools, ai-social-media, automated-seo, content-marketing, marketing-automation, multimodal-content-generation, seo-automation, open-source, self-hosted

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 AJaySi/ALwrity
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jasper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Jasper · recommended 2×
  2. Surfer SEO · recommended 2×
  3. Copy.ai · recommended 2×
  4. Frase.io · recommended 2×
  5. Synthesys AI Studio · recommended 2×
  • CATEGORY QUERY
    What are the best AI platforms for comprehensive digital marketing and content strategy?
    you: not recommended
    AI recommended (in order):
    1. Jasper
    2. Surfer SEO
    3. Copy.ai
    4. Frase.io
    5. MarketMuse
    6. Synthesys AI Studio
    7. Semrush

    AI recommended 7 alternatives but never named AJaySi/ALwrity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to automate SEO and multimodal content generation for various marketing channels?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. Jasper
    3. Frase.io
    4. Copy.ai
    5. Midjourney
    6. DALL-E 3
    7. Synthesys AI Studio
    8. Canva
    9. HeyGen
    10. Zapier
    11. Make

    AI recommended 11 alternatives but never named AJaySi/ALwrity. 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 AJaySi/ALwrity?
    pass
    AI named AJaySi/ALwrity explicitly

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

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