REPOGEO REPORT · LITE

Eternaldeath/AIProductHome

Default branch master · commit bfcb7f39 · scanned 6/21/2026, 10:47:57 AM

GitHub: 1,157 stars · 94 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 Eternaldeath/AIProductHome, 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

Clarify the README's opening statement to emphasize it's a directory of AI products

Why:

CURRENT

The README currently starts with # AI Product Home followed by empty divs and then a list item 1. **收集各种 AI 商业或开源产品**.

COPY-PASTE FIX

Add the following sentence directly after the # AI Product Home title: "This repository is a curated, community-driven directory of various AI tools, products, and business solutions, regularly updated to help you discover the best AI resources available."

highabout#2

Update the repository description for clarity

Why:

CURRENT

Collect various AI products | 搜集各种 AI 工具和产品

COPY-PASTE FIX

A curated, community-driven directory of AI tools, products, and business solutions. | 搜集各种 AI 工具、产品和商业解决方案的精选社区目录。

hightopics#3
Add more specific topics related to AI tool directories
Why:
CURRENT
```
ai, business, product
```
COPY-PASTE FIX
```
ai-tools, ai-products, ai-directory, curated-list, awesome-ai, business-ai
```

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 Eternaldeath/AIProductHome

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Futurepedia

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Futurepedia · recommended 1×
There's An AI For That · recommended 1×
AI Tools Directory (by AI Valley) · recommended 1×
Top AI Tools (by AI Base) · recommended 1×
Product Hunt (AI Category) · recommended 1×

CATEGORY QUERY
Where can I find a curated directory of useful AI tools and products for various applications?
you: not recommended
AI recommended (in order):
1. Futurepedia
2. There's An AI For That
3. AI Tools Directory (by AI Valley)
4. Top AI Tools (by AI Base)
5. Product Hunt (AI Category)
AI recommended 5 alternatives but never named Eternaldeath/AIProductHome. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best AI business solutions and open-source products available right now?
you: not recommended
AI recommended (in order):
1. Google Cloud AI Platform
2. Vertex AI
3. Amazon SageMaker
4. Microsoft Azure Machine Learning
5. PyTorch (pytorch/pytorch)
6. TensorFlow (tensorflow/tensorflow)
7. Keras (keras-team/keras)
8. scikit-learn (scikit-learn/scikit-learn)
9. Hugging Face Transformers (huggingface/transformers)
10. spaCy (explosion/spaCy)
11. OpenCV (opencv/opencv)
12. YOLO
13. MLflow (mlflow/mlflow)
14. Kubeflow (kubeflow/kubeflow)
AI recommended 14 alternatives but never named Eternaldeath/AIProductHome. 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 Eternaldeath/AIProductHome?
pass
AI named Eternaldeath/AIProductHome explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Eternaldeath/AIProductHome in production, what risks or prerequisites should they evaluate first?
pass
AI named Eternaldeath/AIProductHome 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 Eternaldeath/AIProductHome solve, and who is the primary audience?
pass
AI did not name Eternaldeath/AIProductHome — 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?

Embed your GEO score

Drop this badge into the README of Eternaldeath/AIProductHome. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Eternaldeath/AIProductHome.svg)](https://repogeo.com/en/r/Eternaldeath/AIProductHome)

HTML

<a href="https://repogeo.com/en/r/Eternaldeath/AIProductHome"><img src="https://repogeo.com/badge/Eternaldeath/AIProductHome.svg" alt="RepoGEO" /></a>

Pro

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Eternaldeath/AIProductHome — 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