RRepoGEO

REPOGEO REPORT · LITE

espressif/esp-adf

Default branch release/v2.x · commit 798556c0 · scanned 6/28/2026, 11:57:14 AM

GitHub: 2,260 stars · 869 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 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, multimedia, embedded, iot, streaming, recording, voice-recognition, video-calling, real-time-audio
  • highreadme#2
    Reposition the README's opening sentence to emphasize embedded IoT context

    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 embedded development framework for advanced audio and multimedia applications on Espressif's ESP32, ESP32-S2, ESP32-C3, ESP32-C6, ESP32-C5, ESP32-S3, and ESP32-P4 SoCs, specifically designed for IoT devices.
  • mediumlicense#3
    Clarify the existing license(s) in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) and/or terms, e.g., 'a custom license combining Apache 2.0 and MIT terms']. Please refer to the LICENSE file for full details.

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
GStreamer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GStreamer · recommended 2×
  2. FFmpeg · recommended 2×
  3. PortAudio · recommended 1×
  4. OpenSL ES · recommended 1×
  5. ALSA · recommended 1×
  • CATEGORY QUERY
    What framework helps develop advanced audio streaming and recording for IoT devices?
    you: not recommended
    AI recommended (in order):
    1. GStreamer
    2. FFmpeg
    3. PortAudio
    4. OpenSL ES
    5. ALSA
    6. PulseAudio

    AI recommended 6 alternatives but never named espressif/esp-adf. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build embedded applications with video calling, live streaming, and diverse audio formats?
    you: not recommended
    AI recommended (in order):
    1. GStreamer
    2. FFmpeg
    3. WebRTC
    4. libwebrtc
    5. Chromium Embedded Framework - CEF
    6. Live555 Streaming Media
    7. Opus
    8. Speex
    9. PJSIP

    AI recommended 9 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 did not name espressif/esp-adf — 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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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