REPOGEO REPORT · LITE

all-in-aigc/gpts-works

Default branch main · commit e6e62d70 · scanned 5/25/2026, 12:06:39 PM

GitHub: 1,642 stars · 339 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 all-in-aigc/gpts-works, 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

Strengthen README's opening value proposition

Why:

CURRENT

# GPTs Works

GPTs Works is a Third-party GPTs store.

COPY-PASTE FIX

# GPTs Works

GPTs Works is a comprehensive platform for discovering, exploring, and managing community-contributed custom AI models (GPTs). It features a third-party GPTs store, an intelligent index system for vector search, and a browser extension to enhance discovery of unofficial AI assistant marketplaces directly within ChatGPT.

mediumtopics#2

Expand repository topics for broader categorization

Why:

CURRENT

chatgpt, gpts, gptstore

COPY-PASTE FIX

chatgpt, gpts, gptstore, ai-models, custom-gpts, browser-extension, ai-marketplace, discovery, community-gpts

lowreadme#3

Add a dedicated 'Features' section to the README

Why:

COPY-PASTE FIX

## Features

- **Third-party GPTs Store:** A curated marketplace for discovering a wide range of custom AI models.
- **Intelligent Index System:** Utilize vector search to efficiently find relevant GPTs.
- **Browser Extension:** Seamlessly integrate third-party GPTs discovery directly into your ChatGPT experience.
- **Community Contributions:** Explore and contribute to a growing collection of specialized AI assistants.

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 all-in-aigc/gpts-works

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

—

No competitor dominated

CATEGORY QUERY
Where can I find community-contributed custom AI models for various tasks?
you: not recommended
Show full AI answer
CATEGORY QUERY
Seeking a browser extension to enhance discovery of unofficial AI assistant marketplaces.
you: not recommended
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 all-in-aigc/gpts-works?
pass
AI named all-in-aigc/gpts-works explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts all-in-aigc/gpts-works in production, what risks or prerequisites should they evaluate first?
pass
AI did not name all-in-aigc/gpts-works — 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?
In one sentence, what problem does the repo all-in-aigc/gpts-works solve, and who is the primary audience?
pass
AI did not name all-in-aigc/gpts-works — 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

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MARKDOWN (README)

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all-in-aigc/gpts-works — 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