RRepoGEO

REPOGEO REPORT · LITE

espressif/esp-adf

Default branch release/v2.x · commit d0493218 · scanned 5/17/2026, 9:52:17 AM

GitHub: 2,231 stars · 854 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-adf, 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 improve categorization

    Why:

    COPY-PASTE FIX
    esp32, esp-idf, audio, video, multimedia, streaming, iot, embedded, framework, espressif
  • highreadme#2
    Reposition README's first sentence to emphasize multimedia

    Why:

    CURRENT
    Espressif Systems Advanced Development Framework (ESP-ADF) is the official Advanced Development Framework for the ESP32, ESP32-S2, ESP32-C3, ESP32-C6, ESP32-C5, ESP32-S3, and ESP32-P4 SoCs.
    COPY-PASTE FIX
    Espressif Systems Advanced Development Framework (ESP-ADF) is the official multimedia development framework for building audio and video applications on Espressif's ESP32, ESP32-S2, ESP32-C3, ESP32-C6, ESP32-C5, ESP32-S3, and ESP32-P4 SoCs.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://docs.espressif.com/projects/esp-adf/en/latest/

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-adf
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LVGL
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LVGL · recommended 1×
  2. emWin · recommended 1×
  3. TouchGFX · recommended 1×
  4. LittlevGL · recommended 1×
  5. MicroPython · recommended 1×
  • CATEGORY QUERY
    What development framework helps build multimedia applications for low-power IoT microcontrollers?
    you: not recommended
    AI recommended (in order):
    1. LVGL
    2. emWin
    3. TouchGFX
    4. LittlevGL
    5. MicroPython
    6. Adafruit GFX Library
    7. Mongoose OS

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

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust library for audio/video streaming, recording, and media protocol integration on embedded devices.
    you: not recommended
    AI recommended (in order):
    1. GStreamer
    2. FFmpeg
    3. Live555 Streaming Media
    4. OpenCV
    5. WebRTC
    6. libVLC

    AI recommended 6 alternatives but never named espressif/esp-adf. 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-adf?
    pass
    AI named espressif/esp-adf 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-adf in production, what risks or prerequisites should they evaluate first?
    pass
    AI named espressif/esp-adf 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-adf solve, and who is the primary audience?
    pass
    AI named espressif/esp-adf 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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espressif/esp-adf — 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