RRepoGEO

REPOGEO REPORT · LITE

iflow-ai/iflow-cli

Default branch main · commit 4642808a · scanned 5/19/2026, 6:53:19 PM

GitHub: 5,138 stars · 420 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
35 /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
3 / 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 iflow-ai/iflow-cli, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-assistant, cli, terminal, developer-tools, code-generation, workflow-automation, natural-language-processing, llm, generative-ai
  • highlicense#2
    Add a LICENSE file or clarify license in README

    Why:

    COPY-PASTE FIX
    Create a LICENSE file with the chosen license (e.g., MIT, Apache-2.0) or add a clear statement to the README, such as "iFlow CLI is licensed under the [License Name] License. See the LICENSE file for details."
  • mediumreadme#3
    Integrate key differentiators into the README's introductory paragraph

    Why:

    CURRENT
    iFlow CLI is a powerful AI assistant that runs directly in your terminal. It seamlessly analyzes code repositories, executes coding tasks, understands context-specific needs, and boosts productivity by automating everything from simple file operations to complex workflows.
    COPY-PASTE FIX
    iFlow CLI is a powerful AI assistant that runs directly in your terminal, offering unique features like comprehensive Todo Planning, SubAgent support, and custom commands, setting it apart from alternatives like Claude Code and Gemini Cli. It seamlessly analyzes code repositories, executes coding tasks, understands context-specific needs, and boosts productivity by automating everything from simple file operations to complex workflows.

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 iflow-ai/iflow-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot CLI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot CLI · recommended 1×
  2. Fig AI · recommended 1×
  3. ShellGPT · recommended 1×
  4. Aider · recommended 1×
  5. TermGPT · recommended 1×
  • CATEGORY QUERY
    What are the best AI assistants for developers that run directly in the terminal?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. Fig AI
    3. ShellGPT
    4. Aider
    5. TermGPT

    AI recommended 5 alternatives but never named iflow-ai/iflow-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I automate coding tasks and analyze repositories using natural language commands?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Cursor
    3. Continue.dev (continue-dev/continue)
    4. OpenAI API
    5. Codeium
    6. Tabnine Chat

    AI recommended 6 alternatives but never named iflow-ai/iflow-cli. 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 iflow-ai/iflow-cli?
    pass
    AI named iflow-ai/iflow-cli explicitly

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

  • If a team adopts iflow-ai/iflow-cli in production, what risks or prerequisites should they evaluate first?
    pass
    AI named iflow-ai/iflow-cli 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 iflow-ai/iflow-cli solve, and who is the primary audience?
    pass
    AI named iflow-ai/iflow-cli explicitly

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

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iflow-ai/iflow-cli — 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