RRepoGEO

REPOGEO REPORT · LITE

espressif/esp-iot-solution

Default branch master · commit c58c7041 · scanned 7/1/2026, 9:37:09 AM

GitHub: 2,610 stars · 993 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
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 espressif/esp-iot-solution, 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 for embedded IoT components and ESP-IDF extensions

    Why:

    COPY-PASTE FIX
    esp-idf, iot, embedded, device-drivers, low-power, sensors, actuators, espressif, components, framework
  • highreadme#2
    Reposition the README's opening paragraph to clarify its role as an ESP-IDF extension

    Why:

    CURRENT
    ESP-IoT-Solution contains device drivers and code frameworks for the development of IoT systems, providing extra components that enhance the capabilities of ESP-IDF and greatly simplify the development process.
    COPY-PASTE FIX
    ESP-IoT-Solution is a comprehensive library of extra components and code frameworks designed to **enhance and extend ESP-IDF**, simplifying the development of IoT systems on Espressif chips. It provides a rich collection of device drivers for sensors, displays, audio, and actuators, alongside frameworks for low-power, security, and storage, specifically tailored for embedded IoT development.
  • mediumhomepage#3
    Add the official documentation URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://docs.espressif.com/projects/esp-iot-solution/en

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 espressif/esp-iot-solution
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zephyr RTOS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zephyr RTOS · recommended 1×
  2. Mbed OS · recommended 1×
  3. ESP-IDF · recommended 1×
  4. STM32Cube HAL/LL Libraries · recommended 1×
  5. FreeRTOS · recommended 1×
  • CATEGORY QUERY
    What are good libraries for embedded IoT device drivers and low-power solutions?
    you: not recommended
    AI recommended (in order):
    1. Zephyr RTOS
    2. Mbed OS
    3. ESP-IDF
    4. STM32Cube HAL/LL Libraries
    5. FreeRTOS
    6. Apache MyNewt
    7. TinyGo

    AI recommended 7 alternatives but never named espressif/esp-iot-solution. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to simplify developing comprehensive IoT systems with various sensor and actuator components?
    you: not recommended
    AI recommended (in order):
    1. Node-RED
    2. PlatformIO
    3. Home Assistant
    4. OpenHAB
    5. AWS IoT Core
    6. Azure IoT Hub
    7. Google Cloud IoT Core

    AI recommended 7 alternatives but never named espressif/esp-iot-solution. 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 espressif/esp-iot-solution?
    pass
    AI named espressif/esp-iot-solution explicitly

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

  • If a team adopts espressif/esp-iot-solution in production, what risks or prerequisites should they evaluate first?
    pass
    AI named espressif/esp-iot-solution 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 espressif/esp-iot-solution solve, and who is the primary audience?
    pass
    AI named espressif/esp-iot-solution 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 espressif/esp-iot-solution. 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/espressif/esp-iot-solution"><img src="https://repogeo.com/badge/espressif/esp-iot-solution.svg" alt="RepoGEO" /></a>
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espressif/esp-iot-solution — 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