REPOGEO REPORT · LITE

openai/openai-apps-sdk-examples

Default branch main · commit 18cc38e7 · scanned 5/21/2026, 3:23:12 PM

GitHub: 2,242 stars · 508 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

22 /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

1 / 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 openai/openai-apps-sdk-examples, 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 README's opening paragraph to clarify purpose and target platform

Why:

CURRENT

This repository showcases example UI components to be used with the Apps SDK, as well as example MCP servers that expose a collection of components as tools. It is meant to be used as a starting point and source of inspiration to build your own apps for ChatGPT.

COPY-PASTE FIX

This repository provides official example UI components and Model Context Protocol (MCP) servers for building rich, interactive applications and tools that integrate directly with ChatGPT using the OpenAI Apps SDK. It serves as a starting point and inspiration for developers looking to extend ChatGPT's capabilities with custom UIs and external services.

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

openai, chatgpt, apps-sdk, mcp, examples, ui-components, conversational-ai, tools, integrations

mediumhomepage#3
Add a homepage URL
Why:
COPY-PASTE FIX
```
https://platform.openai.com/docs/apps
```

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 openai/openai-apps-sdk-examples

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

React

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

React · recommended 1×
Vue.js · recommended 1×
Svelte · recommended 1×
Lit · recommended 1×
Angular · recommended 1×

CATEGORY QUERY
How can I build custom interactive UI components for my AI assistant's responses?
you: not recommended
AI recommended (in order):
1. React
2. Vue.js
3. Svelte
4. Lit
5. Angular
6. jQuery
7. Vanilla JavaScript with Web Components
AI recommended 7 alternatives but never named openai/openai-apps-sdk-examples. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for examples to integrate external tools and rich UIs with conversational AI platforms.
you: not recommended
AI recommended (in order):
1. Dialogflow ES/CX
2. Rasa
3. Microsoft Bot Framework Composer
4. Amazon Lex
5. Twilio Autopilot
6. Intercom
7. Salesforce Einstein Bot
8. ServiceNow Virtual Agent
9. Google Assistant
10. Facebook Messenger
11. Zendesk Answer Bot
12. Pinecone
13. Weaviate
14. Elasticsearch
15. Azure Bot Service
AI recommended 15 alternatives but never named openai/openai-apps-sdk-examples. 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 openai/openai-apps-sdk-examples?
pass
AI did not name openai/openai-apps-sdk-examples — 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 openai/openai-apps-sdk-examples in production, what risks or prerequisites should they evaluate first?
pass
AI named openai/openai-apps-sdk-examples 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 openai/openai-apps-sdk-examples solve, and who is the primary audience?
pass
AI did not name openai/openai-apps-sdk-examples — 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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openai/openai-apps-sdk-examples — 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