REPOGEO REPORT · LITE

project-oak/oak

Default branch main · commit 8c572e30 · scanned 6/23/2026, 8:41:49 PM

GitHub: 1,481 stars · 139 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

35 /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

3 / 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 project-oak/oak, 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

hightopics#1

Add specific topics to the repository

Why:

COPY-PASTE FIX

confidential-computing, trusted-execution-environments, tee, distributed-systems, security, attestation, enclaves, privacy, verifiable-claims

highreadme#2

Reposition the README's H1 and opening sentence to highlight confidential computing

Why:

CURRENT

<h1><picture><source media="(prefers-color-scheme: dark)" srcset="docs/oak-logo/svgs/oak-logo-negative.svg?sanitize=true"><source media="(prefers-color-scheme: light)" srcset="docs/oak-logo/svgs/oak-logo.svg?sanitize=true"></picture></h1>

Oak is a software platform for building distributed systems providing externally verifiable (or falsifiable) claims about system behaviors in a transparent way.

COPY-PASTE FIX

<h1>Oak: A Platform for Confidential Computing in Distributed Systems</h1>

Oak is a software platform for building distributed systems, enabling confidential microservices within Trusted Execution Environments (TEEs) to provide externally verifiable claims about system behaviors in a transparent way.

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://project-oak.dev (or the official project website)
```

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 project-oak/oak

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Tendermint Core / CometBFT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Tendermint Core / CometBFT · recommended 1×
Hyperledger Fabric · recommended 1×
Apache Kafka · recommended 1×
Open Policy Agent (OPA) · recommended 1×
IPFS / Filecoin · recommended 1×

CATEGORY QUERY
How to build distributed systems with verifiable claims about their behavior?
you: not recommended
AI recommended (in order):
1. Tendermint Core / CometBFT
2. Hyperledger Fabric
3. Apache Kafka
4. Open Policy Agent (OPA)
5. IPFS / Filecoin
6. circom
7. snarkjs
AI recommended 7 alternatives but never named project-oak/oak. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need a platform for isolated and remotely attestable applications in a distributed environment.
you: not recommended
AI recommended (in order):
1. Confidential Containers (CoCo) / Kata Confidential Containers (KCC)
2. Microsoft Azure Confidential Computing
3. Google Cloud Confidential Computing
4. Intel SGX (Software Guard Extensions)
5. Graphene
6. Open Enclave SDK
7. AMD SEV-SNP (Secure Encrypted Virtualization-Secure Nested Paging)
8. Fortanix Confidential Computing Manager
AI recommended 8 alternatives but never named project-oak/oak. 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 project-oak/oak?
pass
AI named project-oak/oak explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts project-oak/oak in production, what risks or prerequisites should they evaluate first?
pass
AI named project-oak/oak 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 project-oak/oak solve, and who is the primary audience?
pass
AI named project-oak/oak explicitly
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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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/project-oak/oak.svg)](https://repogeo.com/en/r/project-oak/oak)

HTML

<a href="https://repogeo.com/en/r/project-oak/oak"><img src="https://repogeo.com/badge/project-oak/oak.svg" alt="RepoGEO" /></a>

Pro

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project-oak/oak — 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