RRepoGEO

REPOGEO REPORT · LITE

usewhale/Whale

Default branch main · commit 861ebfb6 · scanned 6/21/2026, 12:51:10 PM

GitHub: 663 stars · 47 forks

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 usewhale/Whale, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumtopics#1
    Add more specific topics to reinforce core features

    Why:

    CURRENT
    coding-agent, deepseek, deepseek-agent, deepseek-cli, deepseek-coding-agent, go, llm, mcp, skills, terminal
    COPY-PASTE FIX
    coding-agent, deepseek, deepseek-agent, deepseek-cli, deepseek-coding-agent, go, llm, mcp, skills, terminal, terminal-ai, deepseek-coding, prompt-cache, ai-assistant-cli
  • mediumreadme#2
    Strengthen the introductory paragraph with key features

    Why:

    CURRENT
    <p align="center">
  <b>Whale — AI coding agent for DeepSeek, in any environment.</b><br>
  Long context, tools, and programmable workflows —<br>
  start in the terminal, scale to desktop and beyond.
</p>

<p align="center">
  Blazingly fast · ~98% prompt cache hit · Zero bloat
</p>
    COPY-PASTE FIX
    Whale is a blazingly fast, terminal-first AI coding agent specifically designed for DeepSeek. It features an impressive ~98% prompt cache hit rate, 1M context window, MCP tools, and dynamic workflows, enabling seamless AI-powered coding in any environment from terminal to desktop.

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 usewhale/Whale
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Continue · recommended 1×
  3. aider · recommended 1×
  4. Open Interpreter · recommended 1×
  5. smol-ai/smol-developer · recommended 1×
  • CATEGORY QUERY
    What's a fast terminal-based AI coding assistant with DeepSeek integration?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. aider
    4. Open Interpreter
    5. smol-ai/smol-developer

    AI recommended 5 alternatives but never named usewhale/Whale. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI coding agent with large context and high prompt cache hit rate.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot Chat
    3. Codeium
    4. Tabnine Pro/Enterprise
    5. Continue.dev (continue-dev/continue)

    AI recommended 5 alternatives but never named usewhale/Whale. 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 usewhale/Whale?
    pass
    AI named usewhale/Whale explicitly

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

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

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

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MARKDOWN (README)
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usewhale/Whale — 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