RRepoGEO

REPOGEO REPORT · LITE

FIRST-Tech-Challenge/FtcRobotController

Default branch master · commit 203c2d37 · scanned 5/18/2026, 5:08:05 AM

GitHub: 1,224 stars · 8,987 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
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 FIRST-Tech-Challenge/FtcRobotController, 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
  • hightopics#1
    Add specific topics to categorize the repository

    Why:

    COPY-PASTE FIX
    first-tech-challenge, ftc, robotics-competition, android-robotics, sdk, java-robotics, educational-robotics
  • highreadme#2
    Reposition the README's opening to emphasize official and mandated status

    Why:

    CURRENT
    ## NOTICE

This repository contains the public FTC SDK for the DECODE (2025-2026) competition season.

## Welcome!
This GitHub repository contains the source code that is used to build an Android app to control a *FIRST* Tech Challenge competition robot.
    COPY-PASTE FIX
    ## Welcome to the Official FIRST Tech Challenge (FTC) Robot Controller SDK

This repository provides the **official and mandated Android Studio workspace** and source code for programming *FIRST* Tech Challenge competition robots. It serves as the public FTC SDK for the DECODE (2025-2026) season, enabling student teams to control their robots using Android devices.
  • mediumhomepage#3
    Add the official FIRST Tech Challenge website as the repository homepage

    Why:

    COPY-PASTE FIX
    https://www.firstinspires.org/robotics/ftc

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 FIRST-Tech-Challenge/FtcRobotController
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Android Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Android Studio · recommended 2×
  2. ROS (Robot Operating System) · recommended 2×
  3. FTC SDK (FIRST Tech Challenge Software Development Kit) · recommended 1×
  4. MIT App Inventor · recommended 1×
  5. Arduino IDE · recommended 1×
  • CATEGORY QUERY
    How to program an Android-controlled robot for a student robotics competition?
    you: not recommended
    AI recommended (in order):
    1. FTC SDK (FIRST Tech Challenge Software Development Kit)
    2. Android Studio
    3. MIT App Inventor
    4. Arduino IDE
    5. Raspberry Pi OS
    6. RobotC
    7. ROS (Robot Operating System)

    AI recommended 7 alternatives but never named FIRST-Tech-Challenge/FtcRobotController. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for developing Java robot control apps on Android?
    you: not recommended
    AI recommended (in order):
    1. Android SDK
    2. Android Studio
    3. Bluetooth Low Energy (BLE) API
    4. Android USB Host API
    5. MQTT
    6. Eclipse Paho Android Client
    7. ROS (Robot Operating System)
    8. rosjava
    9. Socket.IO
    10. socket.io-client-java
    11. Retrofit
    12. OkHttp

    AI recommended 12 alternatives but never named FIRST-Tech-Challenge/FtcRobotController. 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 FIRST-Tech-Challenge/FtcRobotController?
    pass
    AI named FIRST-Tech-Challenge/FtcRobotController explicitly

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

  • If a team adopts FIRST-Tech-Challenge/FtcRobotController in production, what risks or prerequisites should they evaluate first?
    pass
    AI named FIRST-Tech-Challenge/FtcRobotController 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 FIRST-Tech-Challenge/FtcRobotController solve, and who is the primary audience?
    pass
    AI did not name FIRST-Tech-Challenge/FtcRobotController — 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?

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FIRST-Tech-Challenge/FtcRobotController — 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