RRepoGEO

REPOGEO REPORT · LITE

MrLesk/Backlog.md

Default branch main · commit 2c5ea4ce · scanned 6/29/2026, 3:16:49 AM

GitHub: 5,847 stars · 354 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
40 /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
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 MrLesk/Backlog.md, 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
    Clarify 'single file' misconception and reinforce unique value in README intro

    Why:

    CURRENT
    > **Backlog.md** turns any folder with a Git repo into a **self‑contained project board** powered by plain Markdown files and a zero‑config CLI. Built for **spec‑driven AI development** — structure your tasks so AI agents deliver predictable results.
    COPY-PASTE FIX
    > **Backlog.md** transforms any Git repository into a **self‑contained project board**, where *each task is a separate Markdown file*. This zero‑config CLI and web UI is purpose-built for **spec‑driven AI development**, enabling you to structure tasks so AI agents deliver predictable results, all within your existing Git workflow.
  • hightopics#2
    Add 'kanban' and 'git-workflow' to repository topics

    Why:

    CURRENT
    agent, agentic-ai, management, markdown, project, task-manager, tasks
    COPY-PASTE FIX
    agent, agentic-ai, management, markdown, project, task-manager, tasks, kanban, git-workflow
  • mediumreadme#3
    Add a 'Why Backlog.md?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Backlog.md?

Unlike traditional issue trackers (Jira, GitHub Issues) or simple markdown editors, Backlog.md offers a unique blend:

*   **True Git-Native:** Your tasks are plain Markdown files, version-controlled and managed directly within your Git repository. No external databases or proprietary formats.
*   **AI-First Design:** Specifically engineered for spec-driven AI development, providing a structured way for AI agents to understand and execute tasks.
*   **Zero-Config Simplicity:** Get a Kanban board and task management CLI instantly, without complex setup or external services.
*   **Offline & Private:** Everything lives locally in your repo, ensuring complete data privacy and offline access.

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 MrLesk/Backlog.md
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Issues
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Issues · recommended 1×
  2. GitLab Issues · recommended 1×
  3. VS Code · recommended 1×
  4. Markdown All in One · recommended 1×
  5. Markdown Preview Enhanced · recommended 1×
  • CATEGORY QUERY
    How to manage project tasks using markdown files directly within a git repository?
    you: not recommended
    AI recommended (in order):
    1. GitHub Issues
    2. GitLab Issues
    3. VS Code
    4. Markdown All in One
    5. Markdown Preview Enhanced
    6. Obsidian
    7. Tasks plugin
    8. Git for Windows
    9. Obsidian Git plugin
    10. TaskPaper
    11. Asciidoc
    12. Asciidoctor
    13. Emacs Org Mode

    AI recommended 13 alternatives but never named MrLesk/Backlog.md. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good tools for AI agent project management with a Kanban board view?
    you: not recommended
    AI recommended (in order):
    1. Jira Software
    2. Azure DevOps Boards
    3. Trello
    4. Asana
    5. ClickUp
    6. Monday.com
    7. Wrike

    AI recommended 7 alternatives but never named MrLesk/Backlog.md. 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 MrLesk/Backlog.md?
    pass
    AI named MrLesk/Backlog.md explicitly

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

  • If a team adopts MrLesk/Backlog.md in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MrLesk/Backlog.md 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 MrLesk/Backlog.md solve, and who is the primary audience?
    pass
    AI named MrLesk/Backlog.md 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 MrLesk/Backlog.md. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/MrLesk/Backlog.md.svg)](https://repogeo.com/en/r/MrLesk/Backlog.md)
HTML
<a href="https://repogeo.com/en/r/MrLesk/Backlog.md"><img src="https://repogeo.com/badge/MrLesk/Backlog.md.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

MrLesk/Backlog.md — 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