REPOGEO REPORT · LITE

josStorer/chatGPT-search-engine-extension

Default branch main · commit e50db01c · scanned 6/14/2026, 7:32:00 AM

GitHub: 621 stars · 72 forks

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 josStorer/chatGPT-search-engine-extension, 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 H1 to clearly state the repo's purpose

Why:

CURRENT

# This repo has moved to ChatGPTBox.

COPY-PASTE FIX

# ChatGPT Search Engine Extension: Display AI Chatbot Responses Alongside Search Results

highhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/josStorer/chatGPT-search-engine-extension
```

mediumreadme#3

Clarify the unique value proposition in the 'Notice' section

Why:

CURRENT

## Notice
This repository exists only to support some features that are not supported or denied
in upstream, and for ethical reasons, I have not uploaded it to
any app store. It isn't related to any extensions of the same name that may exist in some app store

COPY-PASTE FIX

## Notice
This repository exists to provide an open-source alternative with unique features (see "Diff with upstream" for details) not available in other versions. For ethical reasons, it is not uploaded to any app store and is distinct from other extensions of the same name. This version is ideal for users seeking specific enhancements and full transparency.

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 josStorer/chatGPT-search-engine-extension

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Google Cloud Search

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Google Cloud Search · recommended 1×
Vertex AI Search · recommended 1×
Gemini · recommended 1×
elastic/elasticsearch · recommended 1×
opensearch-project/OpenSearch · recommended 1×

CATEGORY QUERY
How can I display AI chatbot answers directly within my web search results?
you: not recommended
AI recommended (in order):
1. Google Cloud Search
2. Vertex AI Search
3. Gemini
4. Elasticsearch (elastic/elasticsearch)
5. OpenSearch (opensearch-project/OpenSearch)
6. LangChain (langchain-ai/langchain)
7. LlamaIndex (run-llama/llama_index)
8. OpenAI
9. Anthropic
10. Cohere
11. Algolia
12. Azure OpenAI Service
13. AWS Bedrock
14. Vespa.ai (vespa-engine/vespa)
15. Hugging Face Inference API
16. Llama 3
17. Pinecone
18. Weaviate (weaviate/weaviate)
19. Qdrant (qdrant/qdrant)
AI recommended 19 alternatives but never named josStorer/chatGPT-search-engine-extension. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What browser extensions integrate AI assistant responses with traditional search engines?
you: not recommended
AI recommended (in order):
1. ChatGPT for Google
2. Perplexity AI
3. Monica
4. WebChatGPT
5. Bardeen.ai
6. Sider
AI recommended 6 alternatives but never named josStorer/chatGPT-search-engine-extension. 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 josStorer/chatGPT-search-engine-extension?
pass
AI did not name josStorer/chatGPT-search-engine-extension — 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 josStorer/chatGPT-search-engine-extension in production, what risks or prerequisites should they evaluate first?
pass
AI named josStorer/chatGPT-search-engine-extension 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 josStorer/chatGPT-search-engine-extension solve, and who is the primary audience?
pass
AI did not name josStorer/chatGPT-search-engine-extension — 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 josStorer/chatGPT-search-engine-extension. 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)

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HTML

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josStorer/chatGPT-search-engine-extension — 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