RRepoGEO

REPOGEO REPORT · LITE

groupultra/telegram-search

Default branch main · commit c210103b · scanned 5/20/2026, 12:43:16 PM

GitHub: 3,893 stars · 247 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)

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

AI VISIBILITY SCORE
27 /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
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 groupultra/telegram-search, 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's opening to clearly state its purpose and audience

    Why:

    COPY-PASTE FIX
    Telegram Search is a self-hosted, AI-powered solution designed to export, intelligently search, and summarize your personal Telegram chat history, overcoming native search limitations with advanced features like vector search and AI-driven summaries.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ai, ai-agent, embedding, mcp, telegram, telegram-bot
    COPY-PASTE FIX
    telegram, telegram-export, telegram-search, ai-search, semantic-search, chat-history, personal-archive, self-hosted, ai-summarization, vector-search, rag
  • lowabout#3
    Enhance the 'About' description with AI summarization

    Why:

    CURRENT
    🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history
    COPY-PASTE FIX
    🔍 导出、智能搜索并 AI 摘要 Telegram 聊天记录 | Export, intelligently search, and AI-summarize your Telegram chat history.

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 groupultra/telegram-search
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Telegram Desktop application
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Telegram Desktop application · recommended 1×
  2. grep · recommended 1×
  3. BurntSushi/ripgrep · recommended 1×
  4. microsoft/vscode · recommended 1×
  5. Fuzzy Search · recommended 1×
  • CATEGORY QUERY
    How to export and perform intelligent fuzzy search on my Telegram chat history?
    you: not recommended
    AI recommended (in order):
    1. Telegram Desktop application
    2. grep
    3. ripgrep (BurntSushi/ripgrep)
    4. Visual Studio Code (microsoft/vscode)
    5. Fuzzy Search
    6. Fuzzy Finder
    7. fuzzywuzzy (seatgeek/fuzzywuzzy)
    8. thefuzz (seatgeek/thefuzz)
    9. Elasticsearch (elastic/elasticsearch)
    10. OpenSearch (opensearch-project/OpenSearch)
    11. telegram-history-dump
    12. telegram-export

    AI recommended 12 alternatives but never named groupultra/telegram-search. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI-powered tools help summarize and search personal messaging archives effectively?
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Readwise Reader (with Ghostreader AI)
    3. Rewind AI
    4. ChatGPT (with custom instructions/plugins)
    5. Notion AI
    6. Evernote (with AI Search/Summarization)

    AI recommended 6 alternatives but never named groupultra/telegram-search. 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 groupultra/telegram-search?
    pass
    AI did not name groupultra/telegram-search — 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 groupultra/telegram-search in production, what risks or prerequisites should they evaluate first?
    pass
    AI named groupultra/telegram-search 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 groupultra/telegram-search solve, and who is the primary audience?
    pass
    AI did not name groupultra/telegram-search — 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

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MARKDOWN (README)
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groupultra/telegram-search — RepoGEO report