RRepoGEO

REPOGEO REPORT · LITE

nashsu/FreeAskInternet

Default branch main · commit 3fa58d17 · scanned 6/24/2026, 11:53:03 AM

GitHub: 8,736 stars · 913 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
28 /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
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 nashsu/FreeAskInternet, 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 to emphasize "complete application" nature

    Why:

    CURRENT
    ## What is FreeAskInternet
FreeAskInternet is a completely free, private and locally running search aggregator & answer generate using LLM, Without GPU needed.
    COPY-PASTE FIX
    ## What is FreeAskInternet
FreeAskInternet is a complete, user-ready application that functions as a free, private, and locally running search aggregator & answer generator using LLMs, without GPU needed.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-search-engine, local-llm, private-search, search-aggregator, generative-ai, self-hosted, no-gpu, perplexity-alternative
  • mediumhomepage#3
    Add a homepage URL to the About section

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://github.com/nashsu/FreeAskInternet

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 nashsu/FreeAskInternet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Haystack · recommended 1×
  3. Sentence Transformers · recommended 1×
  4. FAISS · recommended 1×
  5. Whoosh · recommended 1×
  • CATEGORY QUERY
    How to run a private AI search engine locally without powerful hardware?
    you: not recommended
    AI recommended (in order):
    1. Haystack
    2. Sentence Transformers
    3. FAISS
    4. Whoosh
    5. OpenSearch
    6. k-NN plugin
    7. Qdrant
    8. Chroma DB
    9. LangChain
    10. SpaCy
    11. GloVe
    12. FastText
    13. BERT
    14. GPT
    15. RoBERTa
    16. Llama

    AI recommended 16 alternatives but never named nashsu/FreeAskInternet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for aggregating search results and generating answers without paid API keys?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. LangChain
    3. LlamaIndex
    4. Llama 3
    5. Hugging Face Inference API
    6. Ollama
    7. Beautiful Soup
    8. Scrapy
    9. Requests
    10. DuckDuckGo API
    11. Google Custom Search Engine (CSE)
    12. You.com
    13. Perplexity AI

    AI recommended 13 alternatives but never named nashsu/FreeAskInternet. 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 nashsu/FreeAskInternet?
    pass
    AI did not name nashsu/FreeAskInternet — 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 nashsu/FreeAskInternet in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nashsu/FreeAskInternet 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 nashsu/FreeAskInternet solve, and who is the primary audience?
    pass
    AI named nashsu/FreeAskInternet 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 nashsu/FreeAskInternet. 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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nashsu/FreeAskInternet — 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