RRepoGEO

REPOGEO REPORT · LITE

dromara/liteflow

Default branch master · commit 22bf14dd · scanned 6/6/2026, 6:07:45 AM

GitHub: 3,757 stars · 512 forks

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 dromara/liteflow, 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
  • highhomepage#1
    Add the official website to the repository homepage field

    Why:

    COPY-PASTE FIX
    https://liteflow.cc/
  • highreadme#2
    Strengthen the README's opening paragraph to highlight AI agent orchestration and Java focus

    Why:

    CURRENT
    LiteFlow is a powerful, modern rules engine framework that combines the best of orchestration and rules engines. It can be used in the field of complex componentized business orchestration. DSL rules drive the whole complex business, and can achieve smooth refresh hot deployment, supporting the embedding of multiple scripting language rules. Help the system become more silky and flexible.
    COPY-PASTE FIX
    LiteFlow is a powerful, modern Java rule engine framework that uniquely combines orchestration and rules engines, making AI Agents first-class citizens alongside your existing business components. It excels in complex componentized business orchestration, driven by DSL rules, offering smooth refresh hot deployment and multi-language scripting to make your system more flexible.
  • mediumtopics#3
    Add 'orchestration' and 'workflow-orchestration' to the repository topics

    Why:

    CURRENT
    ai-agent, ai-agents, component, dsl, flow-engine, hot-reload, java-rule, java-rule-engine, rule-engine
    COPY-PASTE FIX
    ai-agent, ai-agents, component, dsl, flow-engine, hot-reload, java-rule, java-rule-engine, rule-engine, orchestration, workflow-orchestration

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 dromara/liteflow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Drools
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Drools · recommended 2×
  2. Camunda Platform · recommended 2×
  3. OpenL Tablets · recommended 1×
  4. EasyRules · recommended 1×
  5. RuleBook · recommended 1×
  • CATEGORY QUERY
    Need a Java rule engine for complex business logic with dynamic orchestration and hot deployment.
    you: not recommended
    AI recommended (in order):
    1. Drools
    2. Camunda Platform
    3. OpenL Tablets
    4. EasyRules
    5. RuleBook

    AI recommended 5 alternatives but never named dromara/liteflow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a framework to orchestrate AI agents and business components using a flexible rule DSL.
    you: not recommended
    AI recommended (in order):
    1. Drools
    2. Camunda Platform
    3. OpenFMB
    4. Temporal.io
    5. Netflix Conductor
    6. Apache Camel

    AI recommended 6 alternatives but never named dromara/liteflow. 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 dromara/liteflow?
    pass
    AI named dromara/liteflow explicitly

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

  • If a team adopts dromara/liteflow in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dromara/liteflow 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 dromara/liteflow solve, and who is the primary audience?
    pass
    AI named dromara/liteflow 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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dromara/liteflow — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite