RRepoGEO

REPOGEO REPORT · LITE

arlanrakh/talk-to-girlfriend-ai

Default branch main · commit 58b0024a · scanned 6/14/2026, 9:23:04 AM

GitHub: 521 stars · 96 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 arlanrakh/talk-to-girlfriend-ai, 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
  • highabout#1
    Refine the repository description for clarity

    Why:

    CURRENT
    im busy building ai agents so why not let an ai talk to my girlfriend? (i am single)
    COPY-PASTE FIX
    An AI-powered Telegram agent that provides witty, engaging message suggestions and enhancements for human conversations, leveraging Claude Sonnet and Nia semantic search.
  • highreadme#2
    Remove the personal 'p.s' from the README introduction

    Why:

    CURRENT
    # p.s: we broke up after this
    COPY-PASTE FIX
    (Remove this line entirely from the README, ensuring the next line "An AI-powered Telegram agent..." follows the main title.)
  • mediumtopics#3
    Update repository topics for better categorization

    Why:

    CURRENT
    ai, ai-agents, indexing, mcp
    COPY-PASTE FIX
    ai, ai-agents, telegram, messaging-assistant, semantic-search, conversation-ai, writing-assistant

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 arlanrakh/talk-to-girlfriend-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Jasper · recommended 1×
  3. Copy.ai · recommended 1×
  4. Writesonic · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    How can I automate witty and engaging responses for my messaging conversations?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Jasper
    3. Copy.ai
    4. Writesonic
    5. Hugging Face Transformers
    6. Zapier
    7. Make

    AI recommended 7 alternatives but never named arlanrakh/talk-to-girlfriend-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help integrate semantic search for dynamic message suggestions in chat applications?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers (huggingface/transformers)
    3. Cohere API
    4. Pinecone
    5. Weaviate (weaviate/weaviate)
    6. Qdrant (qdrant/qdrant)
    7. Elasticsearch (elastic/elasticsearch)
    8. Faiss (facebookresearch/faiss)

    AI recommended 8 alternatives but never named arlanrakh/talk-to-girlfriend-ai. 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 arlanrakh/talk-to-girlfriend-ai?
    pass
    AI did not name arlanrakh/talk-to-girlfriend-ai — 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 arlanrakh/talk-to-girlfriend-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named arlanrakh/talk-to-girlfriend-ai 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 arlanrakh/talk-to-girlfriend-ai solve, and who is the primary audience?
    pass
    AI did not name arlanrakh/talk-to-girlfriend-ai — 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 arlanrakh/talk-to-girlfriend-ai. 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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arlanrakh/talk-to-girlfriend-ai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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