REPOGEO REPORT · LITE

IntelligenzaArtificiale/Free-Auto-GPT

Default branch main · commit 095e9916 · scanned 6/30/2026, 3:32:57 PM

GitHub: 2,532 stars · 401 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 IntelligenzaArtificiale/Free-Auto-GPT, 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 clarify its core offering

Why:

CURRENT

# USE AI AGENTs, like AUTO-GPT or BABYAGI, without paids API😤 **TOTALLY FOR FREE🤑**

COPY-PASTE FIX

# Free Auto GPT: Autonomous AI Agent without Paid API Subscriptions

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/IntelligenzaArtificiale/Free-Auto-GPT
```

lowtopics#3

Add a specific topic to emphasize the 'no API key' aspect

Why:

CURRENT

ai, auto-gpt, autogpt, autogpt-no-paid-api, chatgpt, chatgpt-api, chatgpt-free, democratize-ai, free-autogpt, gpt-4, gpt-4-api, gpt4, open-source-auto-gpt, open-source-gpt, openai, python, reverse-engineering

COPY-PASTE FIX

ai, auto-gpt, autogpt, autogpt-no-paid-api, chatgpt, chatgpt-api, chatgpt-free, democratize-ai, free-autogpt, gpt-4, gpt-4-api, gpt4, open-source-auto-gpt, open-source-gpt, openai, python, reverse-engineering, no-api-key

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 IntelligenzaArtificiale/Free-Auto-GPT

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Ollama

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Ollama · recommended 2×
LM Studio · recommended 2×
LangChain · recommended 2×
LlamaIndex · recommended 2×
Hugging Face Transformers · recommended 1×

CATEGORY QUERY
How can I build an autonomous AI agent without relying on expensive API subscriptions?
you: not recommended
AI recommended (in order):
1. Ollama
2. LM Studio
3. LangChain
4. LlamaIndex
5. Hugging Face Transformers
6. SearXNG
7. Whoogle Search
8. Chroma
9. FAISS
10. Stable Diffusion
11. Diffusers
12. Whisper
13. Coqui TTS
AI recommended 13 alternatives but never named IntelligenzaArtificiale/Free-Auto-GPT. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for open-source autonomous AI agent frameworks to avoid recurring API costs.
you: not recommended
AI recommended (in order):
1. AutoGPT
2. AgentGPT
3. BabyAGI
4. SuperAGI
5. LangChain
6. Ollama
7. LM Studio
8. LlamaIndex
AI recommended 8 alternatives but never named IntelligenzaArtificiale/Free-Auto-GPT. 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 IntelligenzaArtificiale/Free-Auto-GPT?
pass
AI did not name IntelligenzaArtificiale/Free-Auto-GPT — 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 IntelligenzaArtificiale/Free-Auto-GPT in production, what risks or prerequisites should they evaluate first?
pass
AI named IntelligenzaArtificiale/Free-Auto-GPT 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 IntelligenzaArtificiale/Free-Auto-GPT solve, and who is the primary audience?
pass
AI named IntelligenzaArtificiale/Free-Auto-GPT explicitly
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 IntelligenzaArtificiale/Free-Auto-GPT. 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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IntelligenzaArtificiale/Free-Auto-GPT — 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