RRepoGEO

REPOGEO REPORT · LITE

ZeframLou/call-me

Default branch main · commit 4e0aa207 · scanned 5/19/2026, 10:41:38 PM

GitHub: 2,593 stars · 251 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
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ZeframLou/call-me, 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 README's opening to emphasize AI agent integration

    Why:

    CURRENT
    # CallMe

**Minimal plugin that lets Claude Code call you on the phone.**
    COPY-PASTE FIX
    # CallMe: AI Agent Phone Call Plugin

**A minimal, open-source plugin that enables AI agents (like Claude Code) to initiate phone calls, get human input, and provide real-time notifications.**
  • hightopics#2
    Add relevant topics for AI agent phone call integration

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agent, claude, phone-call, voice-api, twilio, telnyx, notification, human-in-the-loop, generative-ai, plugin
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Choose and add a standard open-source license file (e.g., MIT, Apache-2.0, GPL-3.0) to the repository root.

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 ZeframLou/call-me
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Amazon Connect
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Amazon Connect · recommended 2×
  2. Amazon Polly · recommended 2×
  3. Plivo · recommended 2×
  4. Twilio · recommended 1×
  5. Google Cloud Text-to-Speech · recommended 1×
  • CATEGORY QUERY
    How can an AI assistant notify me via phone call when a task completes?
    you: not recommended
    AI recommended (in order):
    1. Twilio
    2. Google Cloud Text-to-Speech
    3. Google Cloud Functions
    4. App Engine
    5. Amazon Connect
    6. AWS Lambda
    7. Amazon Polly
    8. Plivo
    9. Vonage
    10. CallFire
    11. Zapier

    AI recommended 11 alternatives but never named ZeframLou/call-me. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for AI agents to initiate phone calls and get human input for decisions.
    you: not recommended
    AI recommended (in order):
    1. Twilio Voice
    2. Twilio Functions
    3. Twilio Studio
    4. Google Cloud Speech-to-Text
    5. Amazon Polly
    6. OpenAI Assistants API
    7. Voiceflow
    8. Google Dialogflow CX Phone Gateway
    9. Google Dialogflow CX
    10. Amazon Connect
    11. Amazon Lex
    12. Plivo
    13. SignalWire

    AI recommended 13 alternatives but never named ZeframLou/call-me. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 ZeframLou/call-me?
    pass
    AI named ZeframLou/call-me explicitly

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

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

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/ZeframLou/call-me"><img src="https://repogeo.com/badge/ZeframLou/call-me.svg" alt="RepoGEO" /></a>
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ZeframLou/call-me — 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