REPOGEO REPORT · LITE

google-gemini/starter-applets

Default branch main · commit 82a598ad · scanned 5/26/2026, 5:17:56 PM

GitHub: 1,337 stars · 451 forks

AI VISIBILITY SCORE

27 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 google-gemini/starter-applets, 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 clarify its role as interactive app examples

Why:

CURRENT

This repository contains the source code for Google AI Studio's starter apps — a collection of small apps that demonstrate how Gemini can be used to create interactive experiences. These apps are built to run inside AI Studio, but the versions included here can run standalone using the Gemini API.

COPY-PASTE FIX

This repository provides **ready-to-use starter applets and interactive web application examples** for Google AI Studio, showcasing how the Gemini API can power engaging user experiences. These are **demonstration apps**, not foundational libraries, designed to help developers quickly build and integrate Gemini's capabilities into their own projects.

mediumtopics#2

Add more specific topics to highlight the repo's nature

Why:

CURRENT

ai, gemini, gemini-api, google

COPY-PASTE FIX

ai, gemini, gemini-api, google, starter-apps, examples, web-apps, interactive-ai, demos

mediumreadme#3

Add a 'What these Applets Are (and Are Not)' section to the README

Why:

COPY-PASTE FIX

## What these Applets Are (and Are Not)
These starter applets are practical, runnable examples demonstrating specific Gemini API features in interactive web contexts (like spatial understanding or video analysis). They are designed for developers looking for quick integration patterns and inspiration. This repository is **not** a general-purpose AI framework, a low-level computer vision library, or a production-ready boilerplate for all AI applications.

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 google-gemini/starter-applets

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenCV

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenCV · recommended 1×
TensorFlow · recommended 1×
PyTorch · recommended 1×
Ultralytics YOLOv5/v8 · recommended 1×
Darknet · recommended 1×

CATEGORY QUERY
How can I integrate AI to analyze spatial understanding or detect events in videos?
you: not recommended
AI recommended (in order):
1. OpenCV
2. TensorFlow
3. PyTorch
4. Ultralytics YOLOv5/v8
5. Darknet
6. Detectron2
7. MediaPipe
8. NVIDIA DeepStream SDK
9. Azure Video Analyzer
10. AWS Rekognition Video
11. Google Cloud Video AI
AI recommended 11 alternatives but never named google-gemini/starter-applets. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Where can I find sample code for building AI-driven interactive web apps using React?
you: not recommended
AI recommended (in order):
1. Vercel AI SDK
2. Hugging Face Transformers.js
3. OpenAI Cookbook
4. Google Cloud AI Platform
AI recommended 4 alternatives but never named google-gemini/starter-applets. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
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 google-gemini/starter-applets?
pass
AI did not name google-gemini/starter-applets — 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 google-gemini/starter-applets in production, what risks or prerequisites should they evaluate first?
pass
AI named google-gemini/starter-applets 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 google-gemini/starter-applets solve, and who is the primary audience?
pass
AI did not name google-gemini/starter-applets — 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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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite