REPOGEO REPORT · LITE

ARM-software/CMSIS_5

Default branch develop · commit 55b19837 · scanned 5/17/2026, 4:01:53 PM

GitHub: 1,591 stars · 1,102 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 ARM-software/CMSIS_5, 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 the repository

Why:

COPY-PASTE FIX

arm, cmsis, cortex-m, embedded, microcontroller, api, hal, software-interface, peripheral-drivers

highreadme#2

Reposition the README's opening to clearly state the repo's identity

Why:

CURRENT

# CMSIS Version 5

[](https://github.com/ARM-software/CMSIS_5/releases/latest) [](https://arm-software.github.io/CMSIS_5/General/html/LICENSE.txt)

> **Note:**
> 
> Consider to upgrade to CMSIS Version 6. Refer to Migration from CMSIS v5 for more information.

The branch *master* of this GitHub repository contains .

COPY-PASTE FIX

# CMSIS Version 5: ARM Cortex Microcontroller Software Interface Standard

This repository contains the official ARM Cortex Microcontroller Software Interface Standard (CMSIS) Version 5, providing a vendor-independent hardware abstraction layer for Cortex-M based microcontrollers. It simplifies software reusability and reduces the learning curve for new microcontroller developers.

[](https://github.com/ARM-software/CMSIS_5/releases/latest) [](https://arm-software.github.io/CMSIS_5/General/html/LICENSE.txt)

> **Note:**
> 
> Consider to upgrade to CMSIS Version 6. Refer to Migration from CMSIS v5 for more information.

The branch *master* of this GitHub repository contains .

mediumabout#3

Expand the repository description for clarity

Why:

CURRENT

CMSIS Version 5 Development Repository

COPY-PASTE FIX

The official ARM Cortex Microcontroller Software Interface Standard (CMSIS) Version 5, providing a vendor-independent hardware abstraction layer for Cortex-M based microcontrollers to simplify software reusability and reduce the learning curve.

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 ARM-software/CMSIS_5

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

CMSIS

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

CMSIS · recommended 2×
STM32Cube HAL/LL Libraries · recommended 1×
NXP MCUXpresso SDK · recommended 1×
Microchip Harmony 3 · recommended 1×
Nordic nRF Connect SDK · recommended 1×

CATEGORY QUERY
What standardized APIs exist for developing applications on Cortex-M microcontrollers?
you: not recommended
AI recommended (in order):
1. CMSIS
2. STM32Cube HAL/LL Libraries
3. NXP MCUXpresso SDK
4. Microchip Harmony 3
5. Nordic nRF Connect SDK
6. Espressif ESP-IDF
7. FreeRTOS API
8. Zephyr RTOS API
9. TinyUSB
10. Mbed OS USBDevice/USBHost
AI recommended 10 alternatives but never named ARM-software/CMSIS_5. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a portable software layer for embedded development on ARM Cortex-M processors.
you: not recommended
AI recommended (in order):
1. Zephyr RTOS
2. Mbed OS
3. FreeRTOS
4. CMSIS
5. RIOT
6. NuttX
AI recommended 6 alternatives but never named ARM-software/CMSIS_5. 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 ARM-software/CMSIS_5?
pass
AI named ARM-software/CMSIS_5 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts ARM-software/CMSIS_5 in production, what risks or prerequisites should they evaluate first?
pass
AI named ARM-software/CMSIS_5 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 ARM-software/CMSIS_5 solve, and who is the primary audience?
pass
AI named ARM-software/CMSIS_5 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 ARM-software/CMSIS_5. 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)

[![RepoGEO](https://repogeo.com/badge/ARM-software/CMSIS_5.svg)](https://repogeo.com/en/r/ARM-software/CMSIS_5)

HTML

<a href="https://repogeo.com/en/r/ARM-software/CMSIS_5"><img src="https://repogeo.com/badge/ARM-software/CMSIS_5.svg" alt="RepoGEO" /></a>

Pro

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ARM-software/CMSIS_5 — 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