REPOGEO REPORT · LITE

mahseema/awesome-ai-tools

Default branch main · commit 9d8b9d49 · scanned 6/28/2026, 12:33:25 AM

GitHub: 5,537 stars · 1,787 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

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 mahseema/awesome-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

Strengthen the README's opening paragraph to highlight unique value

Why:

CURRENT

Welcome to Awesome AI Tools! Dive into my curated list of AI list, featuring top generative ai tools and LLMs. Eager to contribute or feature your product? Send a PR to this repo—it's free! Join my growing AI list of products and stay on the edge of innovation.

COPY-PASTE FIX

Welcome to Awesome AI Tools! This is the definitive, regularly updated, and meticulously curated list of the best AI tools across all categories, from generative AI and LLMs to coding copilots and marketing solutions. Discover top-tier tools, contribute your own, and stay ahead of the curve in AI innovation.

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://altern.ai
```

lowreadme#3

Refine 'Editor's Choice' section to feature only individual tools

Why:

CURRENT

Editor's Choice - AI For Developers - Just a curated list of AI agents, SDKs, coding copilots, and dev-first tools that save you hours — not waste them. - There's an AI - List of best AI Tools

COPY-PASTE FIX

Review and update the 'Editor's Choice' section to exclusively feature individual AI tools, removing entries that are themselves lists or directories (e.g., 'AI For Developers', 'There's an 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 mahseema/awesome-ai-tools

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 (TAAFT) · recommended 1×
AI Tools Directory (by AI-tools.org) · recommended 1×
Top AI Tools (by TopAITools.com) · recommended 1×
Product Hunt · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive list of the best AI tools for different tasks?
you: not recommended
AI recommended (in order):
1. Futurepedia
2. There's An AI For That (TAAFT)
3. AI Tools Directory (by AI-tools.org)
4. Top AI Tools (by TopAITools.com)
5. Product Hunt
AI recommended 5 alternatives but never named mahseema/awesome-ai-tools. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for AI agents, SDKs, or coding copilots to enhance my development workflow.
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Tabnine
3. Cursor
4. OpenAI API
5. Google Cloud Vertex AI Codey APIs
6. CodiumAI
7. Replit AI
AI recommended 7 alternatives but never named mahseema/awesome-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
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 mahseema/awesome-ai-tools?
pass
AI did not name mahseema/awesome-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?
If a team adopts mahseema/awesome-ai-tools in production, what risks or prerequisites should they evaluate first?
pass
AI named mahseema/awesome-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 mahseema/awesome-ai-tools solve, and who is the primary audience?
pass
AI did not name mahseema/awesome-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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MARKDOWN (README)

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