REPOGEO REPORT · LITE

bytechefhq/bytechef

Default branch master · commit 75a03aae · scanned 6/13/2026, 5:56:17 AM

GitHub: 773 stars · 140 forks

AI VISIBILITY SCORE

40 /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

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 bytechefhq/bytechef, 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

Un-comment the 'About ByteChef' section in the README

Why:

CURRENT

[//]: # (## About ByteChef)

[//]: # ()
[//]: # (ByteChef is an open-source platform for AI agents, workflow automation, and API integration.)

[//]: # ()
[//]: # (Instead of using separate tools for AI agents and automated workflows, ByteChef brings both into a single platform with one orchestration layer, centralized management, and enterprise-grade security.)

[//]: # ()
[//]: # (Built for modern enterprises, ByteChef can run in regulated environments and be embedded into products that deliver AI capabilities to end users.)

COPY-PASTE FIX

## About ByteChef

ByteChef is an open-source platform for AI agents, workflow automation, and API integration.

Instead of using separate tools for AI agents and automated workflows, ByteChef brings both into a single platform with one orchestration layer, centralized management, and enterprise-grade security.

Built for modern enterprises, ByteChef can run in regulated environments and be embedded into products that deliver AI capabilities to end users.

mediumlicense#2

Clarify the project's license in the README

Why:

COPY-PASTE FIX

This project uses a custom license. Please refer to the [LICENSE](LICENSE) file for specific terms and conditions.

lowtopics#3

Add 'orchestration' and 'integration-platform' to topics

Why:

CURRENT

ai, ai-agents, api, automation, embedded-ipaas, hacktoberfest, integrations, ipaas, java, llm, low-code, mcp, n8n, no-code, self-hosted, typescript, workato, workflow, workflow-automation, zapier

COPY-PASTE FIX

ai, ai-agents, api, automation, embedded-ipaas, hacktoberfest, integrations, ipaas, java, llm, low-code, mcp, n8n, no-code, orchestration, self-hosted, typescript, workato, workflow, workflow-automation, zapier, integration-platform

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 bytechefhq/bytechef

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 1×
Apache Airflow · recommended 1×
Prefect · recommended 1×
Temporal · recommended 1×
Kubeflow Pipelines · recommended 1×

CATEGORY QUERY
Open source platform for orchestrating AI agents and automating complex business workflows?
you: not recommended
AI recommended (in order):
1. LangChain
2. Apache Airflow
3. Prefect
4. Temporal
5. Kubeflow Pipelines
6. Cadence
AI recommended 6 alternatives but never named bytechefhq/bytechef. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Self-hostable low-code solution for integrating APIs and automating tasks without extensive coding?
you: not recommended
AI recommended (in order):
1. n8n (n8n-io/n8n)
2. Prefect (PrefectHQ/prefect)
3. Apache Airflow (apache/airflow)
4. Home Assistant (home-assistant/core)
5. Node-RED (node-red/node-red)
6. Huginn (huginn/huginn)
7. Appsmith (appsmithorg/appsmith)
AI recommended 7 alternatives but never named bytechefhq/bytechef. 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 bytechefhq/bytechef?
pass
AI named bytechefhq/bytechef explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts bytechefhq/bytechef in production, what risks or prerequisites should they evaluate first?
pass
AI named bytechefhq/bytechef 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 bytechefhq/bytechef solve, and who is the primary audience?
pass
AI named bytechefhq/bytechef 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 bytechefhq/bytechef. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/bytechefhq/bytechef.svg)](https://repogeo.com/en/r/bytechefhq/bytechef)

HTML

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

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