REPOGEO REPORT · LITE

ShaikhWarsi/free-ai-tools

Default branch main · commit 66689f14 · scanned 6/27/2026, 5:42:50 AM

GitHub: 514 stars · 69 forks

AI VISIBILITY SCORE

33 /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

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 ShaikhWarsi/free-ai-tools, 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 explicitly state it's a list/directory
Why:
CURRENT
```
# Free AI Tools
```
COPY-PASTE FIX
```
# Free AI Tools: A Curated List & Directory
```

mediumtopics#2

Refine topics to emphasize 'list' and 'directory' nature and include specific tool categories

Why:

CURRENT

ai, ai-agents, ai-directory, ai-tools, ai-tools-directory, ai-tools-list, ai-top-tools, awesome, awesome-ai, awesome-ai-tools, awesome-list, best-ai-tools-2026, developer-resources, free-ai-tools, free-ai-tools-for-pc, open-source, theresanaiforthat, tools, vibe-coding, workflow

COPY-PASTE FIX

ai, ai-tools, ai-directory, ai-tools-directory, ai-tools-list, awesome-list, free-ai-tools, developer-resources, open-source, llm-apis, coding-copilots, ai-ides, ai-agents, ai-infrastructure, curated-list, resource-list, vector-dbs, embeddings, rag-stack, local-llms

mediumcomparison#3

Add a 'How is this different from X?' or 'FAQ' section to clarify scope

Why:

COPY-PASTE FIX

## How is this different from [OpenAI API / GitHub Copilot]?

This repository is a curated directory of *other* free and low-cost AI tools and APIs, including options like OpenAI API and GitHub Copilot. It does not provide the tools themselves, but rather helps developers discover and compare various resources for building 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 ShaikhWarsi/free-ai-tools

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 1×
Google Cloud AI Platform / Vertex AI · recommended 1×
huggingface/transformers · recommended 1×
facebookresearch/llama · recommended 1×
Anthropic Claude · recommended 1×

CATEGORY QUERY
Where can I find free or low-cost LLM APIs and AI development tools?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. Google Cloud AI Platform / Vertex AI
3. Hugging Face (huggingface/transformers)
4. Meta Llama 2 (facebookresearch/llama)
5. Anthropic Claude
6. Cohere
7. Microsoft Azure OpenAI Service
AI recommended 7 alternatives but never named ShaikhWarsi/free-ai-tools. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best free AI coding copilots, IDEs, and agent frameworks for building applications?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Codeium
3. Tabnine Basic
4. Amazon CodeWhisperer
5. Visual Studio Code
6. JupyterLab / Jupyter Notebook
7. PyCharm Community Edition
8. Eclipse IDE
9. LangChain
10. LlamaIndex
11. AutoGen
12. Haystack
13. CrewAI
AI recommended 13 alternatives but never named ShaikhWarsi/free-ai-tools. 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 ShaikhWarsi/free-ai-tools?
pass
AI named ShaikhWarsi/free-ai-tools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts ShaikhWarsi/free-ai-tools in production, what risks or prerequisites should they evaluate first?
pass
AI named ShaikhWarsi/free-ai-tools 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 ShaikhWarsi/free-ai-tools solve, and who is the primary audience?
pass
AI did not name ShaikhWarsi/free-ai-tools — 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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ShaikhWarsi/free-ai-tools — 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