RRepoGEO

REPOGEO REPORT · LITE

alistaitsacle/free-llm-api-keys

Default branch main · commit 470ef737 · scanned 5/30/2026, 8:02:08 PM

GitHub: 1,219 stars · 124 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 alistaitsacle/free-llm-api-keys, 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 explicitly state 'free API keys source'

    Why:

    CURRENT
    The easiest way to access LLM APIs for free — no credit card, no registration. Copy a key from the table below, paste it into your app, and start building.
    COPY-PASTE FIX
    Get free, ready-to-use LLM API keys for GPT-5.5, Claude, DeepSeek, Gemini, Grok. No credit card, no registration. Copy a key from the table below, paste it into your app, and start building.
  • mediumtopics#2
    Add topics emphasizing 'collection' or 'list' of keys

    Why:

    CURRENT
    ai, api, api-key, api-keys, chatgpt, claude, deepseek, free, free-api, free-api-key, free-gpt, free-llm, gemini, gpt, gpt4, grok, large-language-models, llm, llm-api, openai
    COPY-PASTE FIX
    ai, api, api-key, api-keys, chatgpt, claude, deepseek, free, free-api, free-api-key, free-gpt, free-llm, gemini, gpt, gpt4, grok, large-language-models, llm, llm-api, openai, llm-api-key-collection, free-llm-access, llm-api-key-resource
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## 🆚 How is this different from OpenAI API or Hugging Face?
This repository provides *free API keys* for various LLMs, allowing you to access existing LLM services without a credit card or registration. It is not an LLM API provider itself, nor is it a library or development environment. Think of it as a curated list of access tokens, not the service or infrastructure.

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 alistaitsacle/free-llm-api-keys
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Inference API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Inference API · recommended 2×
  2. OpenAI API · recommended 2×
  3. Hugging Face Transformers Library · recommended 1×
  4. Hugging Face Spaces · recommended 1×
  5. Google Colaboratory (Colab) · recommended 1×
  • CATEGORY QUERY
    How can I get free access to large language model APIs without a credit card?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers Library
    2. Hugging Face Inference API
    3. Hugging Face Spaces
    4. Google Colaboratory (Colab)
    5. Llama 2
    6. Mistral
    7. OpenAI API
    8. Perplexity AI
    9. Perplexity Labs
    10. Microsoft Azure AI Studio
    11. Azure OpenAI Service
    12. Meta Llama 2
    13. Replicate

    AI recommended 13 alternatives but never named alistaitsacle/free-llm-api-keys. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find readily available API keys for various LLMs for development testing?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Vertex AI (Gemini API)
    3. Anthropic Claude API
    4. Hugging Face Inference API
    5. Cohere API
    6. Mistral AI API

    AI recommended 6 alternatives but never named alistaitsacle/free-llm-api-keys. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 alistaitsacle/free-llm-api-keys?
    pass
    AI named alistaitsacle/free-llm-api-keys explicitly

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

  • If a team adopts alistaitsacle/free-llm-api-keys in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alistaitsacle/free-llm-api-keys 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 alistaitsacle/free-llm-api-keys solve, and who is the primary audience?
    pass
    AI did not name alistaitsacle/free-llm-api-keys — 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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite