RRepoGEO

REPOGEO REPORT · LITE

TeamWiseFlow/wiseflow

Default branch master · commit 48bfeda0 · scanned 6/26/2026, 5:01:53 AM

GitHub: 8,272 stars · 1,414 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 TeamWiseFlow/wiseflow, 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 H1 and opening paragraph to state core purpose

    Why:

    CURRENT
    # Wiseflow

🚀 **v5.5.2 更新Selfmedia Operator 新增视频制作与分发能力**：一站式短视频制作（`video-product`）支持根据一个主题或一篇文章的链接全流程端到端制作短视频：自动生成脚本 → 逐段生成视频素材（声画同出）→ 合成成片
    COPY-PASTE FIX
    # Wiseflow: 为普通人打造的AI搞钱团队，自动化内容创作与多平台分发系统

Wiseflow 是基于 openclaw 的 Multi-Agent 系统，专为 **所有被/或即将为 AI 时代冲击、需要独立拓展收入来源的个体** 打造——被裁员/降薪的职场人、副业探索者、自媒体个体户、小生意人、刚毕业的年轻人……它提供一支AI搞钱团队，通过自动化商务拓展、自媒体运营、销售客服等功能，帮助你将经验和方法跑成一门生意。

🚀 **v5.5.2 更新Selfmedia Operator 新增视频制作与分发能力**：一站式短视频制作（`video-product`）支持根据一个主题或一篇文章的链接全流程端到端制作短视频：自动生成脚本 → 逐段生成视频素材（声画同出）→ 合成成片
  • mediumtopics#2
    Expand topics to include content creation and marketing automation

    Why:

    CURRENT
    crawler, digital-employee, makemoney, mas, multi-agent, multi-agent-systems, rpa
    COPY-PASTE FIX
    multi-agent-system, ai-agents, content-creation, video-production, social-media-marketing, marketing-automation, income-generation, side-hustle, digital-marketing, self-media, ai-automation, makemoney, mas, multi-agent, multi-agent-systems, rpa, digital-employee, crawler
  • mediumhomepage#3
    Add the official project homepage URL

    Why:

    COPY-PASTE FIX
    [Your project's official homepage URL here]

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 TeamWiseFlow/wiseflow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jasper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Jasper · recommended 1×
  2. Copy.ai · recommended 1×
  3. Synthesys X · recommended 1×
  4. HeyGen · recommended 1×
  5. Buffer Publish · recommended 1×
  • CATEGORY QUERY
    What AI tools can help individuals automate content creation and multi-platform distribution for income?
    you: not recommended
    AI recommended (in order):
    1. Jasper
    2. Copy.ai
    3. Synthesys X
    4. HeyGen
    5. Buffer Publish
    6. Hootsuite
    7. Descript
    8. Pictory.ai

    AI recommended 8 alternatives but never named TeamWiseFlow/wiseflow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a multi-agent system to automate video content production and social media marketing.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. Open Interpreter
    5. BabyAGI
    6. Microsoft AutoGen

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

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

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TeamWiseFlow/wiseflow — 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