RRepoGEO

REPOGEO REPORT · LITE

zhengbangbo/chat-simplifier

Default branch main · commit afc4ea40 · scanned 6/10/2026, 3:22:35 PM

GitHub: 516 stars · 53 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
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 zhengbangbo/chat-simplifier, 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 the README's opening to clearly state it's a self-hostable, open-source application

    Why:

    CURRENT
    # Chat Simplifier

English | 中文

This project simplify chat content for you using AI.
    COPY-PASTE FIX
    # Chat Simplifier: Your Self-Hostable AI Chat Simplifier (Open-Source Next.js App)

English | 中文

This is an open-source Next.js application that allows you to simplify chat content using AI, designed for easy self-hosting and deployment.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a file named `LICENSE` in the repository root and populate it with the text of the MIT License.
  • mediumtopics#3
    Expand the repository topics to include more descriptive keywords

    Why:

    CURRENT
    openai
    COPY-PASTE FIX
    openai, chat-summarizer, ai-assistant, vercel-deploy, nextjs, self-hosted, open-source, text-simplification, llm-app

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 zhengbangbo/chat-simplifier
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. Claude · recommended 2×
  3. QuillBot · recommended 2×
  4. Notion AI · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How to quickly summarize and simplify long chat conversations using an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude
    3. Notion AI
    4. Google Gemini
    5. Microsoft Copilot
    6. QuillBot
    7. Scribe

    AI recommended 7 alternatives but never named zhengbangbo/chat-simplifier. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help condense verbose text messages and online discussions efficiently?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Bard
    3. Claude
    4. QuillBot
    5. Scribbr Summarizer
    6. TLDR This
    7. SummarizeBot
    8. Otter.ai

    AI recommended 8 alternatives but never named zhengbangbo/chat-simplifier. 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 zhengbangbo/chat-simplifier?
    pass
    AI did not name zhengbangbo/chat-simplifier — 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 zhengbangbo/chat-simplifier in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zhengbangbo/chat-simplifier 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 zhengbangbo/chat-simplifier solve, and who is the primary audience?
    pass
    AI named zhengbangbo/chat-simplifier explicitly

    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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zhengbangbo/chat-simplifier — 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
zhengbangbo/chat-simplifier — RepoGEO report