REPOGEO REPORT · LITE

aallam/openai-kotlin

Default branch main · commit 9574ca39 · scanned 6/19/2026, 3:42:04 PM

GitHub: 1,835 stars · 235 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 aallam/openai-kotlin, 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

highreadme#1

Reposition the README's opening paragraph to clearly state its purpose and value

Why:

CURRENT

Kotlin client for OpenAI's API with multiplatform and coroutines capabilities.

COPY-PASTE FIX

An idiomatic, type-safe Kotlin client for seamlessly integrating with OpenAI's powerful generative AI models, including ChatGPT, DALL-E, and Whisper. Leverage multiplatform support and Kotlin Coroutines for robust, asynchronous interactions across all your Kotlin projects, ensuring a highly readable and concise experience.

highhomepage#2
Add the homepage URL to the GitHub repository's 'About' section
Why:
COPY-PASTE FIX
```
https://mouaad.aallam.com/openai-kotlin/
```

mediumreadme#3

Add a 'Key Features' section to the README to highlight core differentiators

Why:

COPY-PASTE FIX

## ✨ Key Features

- **Idiomatic Kotlin:** Designed with Kotlin-first principles for a natural and intuitive developer experience.
- **Multiplatform Support:** Build once, deploy everywhere – JVM, Android, iOS, JS, and more.
- **Coroutines & Flow:** Fully asynchronous API leveraging Kotlin Coroutines for non-blocking operations and Kotlin Flow for streaming responses.
- **Type-Safe:** Strong typing ensures compile-time safety and reduces runtime errors.
- **Comprehensive API Coverage:** Access to all major OpenAI models including ChatGPT, DALL-E, Whisper, and more.

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 aallam/openai-kotlin

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Ktor Client

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Ktor Client · recommended 2×
Google AI Kotlin SDK · recommended 1×
OpenAI Kotlin Client · recommended 1×
LangChain4j · recommended 1×
Hugging Face Inference API · recommended 1×

CATEGORY QUERY
What is the best library for accessing generative AI models from Kotlin applications?
you: not recommended
AI recommended (in order):
1. Google AI Kotlin SDK
2. OpenAI Kotlin Client
3. Ktor Client
4. LangChain4j
5. Hugging Face Inference API
AI recommended 5 alternatives but never named aallam/openai-kotlin. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a multiplatform Kotlin client for interacting with advanced AI services asynchronously.
you: not recommended
AI recommended (in order):
1. Ktor Client
2. OkHttp
3. Retrofit
4. Fuel
5. HttpClient
AI recommended 5 alternatives but never named aallam/openai-kotlin. 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 aallam/openai-kotlin?
pass
AI did not name aallam/openai-kotlin — 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?
If a team adopts aallam/openai-kotlin in production, what risks or prerequisites should they evaluate first?
pass
AI named aallam/openai-kotlin 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 aallam/openai-kotlin solve, and who is the primary audience?
pass
AI named aallam/openai-kotlin 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 aallam/openai-kotlin. 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/aallam/openai-kotlin.svg)](https://repogeo.com/en/r/aallam/openai-kotlin)

HTML

<a href="https://repogeo.com/en/r/aallam/openai-kotlin"><img src="https://repogeo.com/badge/aallam/openai-kotlin.svg" alt="RepoGEO" /></a>

Pro

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aallam/openai-kotlin — 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