REPOGEO REPORT · LITE

theopenco/llmgateway

Default branch main · commit d4d67517 · scanned 5/23/2026, 4:21:42 AM

GitHub: 1,231 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

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 theopenco/llmgateway, 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 README's opening to highlight core differentiators

Why:

CURRENT

LLM Gateway is an open-source API gateway for Large Language Models (LLMs). It acts as a middleware between your applications and various LLM providers, allowing you to:

COPY-PASTE FIX

LLM Gateway is a self-hostable, open-source, and production-ready API gateway for Large Language Models (LLMs). It provides a unified API interface to route, manage, and analyze your LLM requests across multiple providers, acting as a critical middleware layer for developers and organizations building LLM-powered applications.

mediumlicense#2

Clarify the project's license in the README

Why:

COPY-PASTE FIX

Add a "## License" section to the README stating: "LLM Gateway is released under [describe the actual license(s) found in the LICENSE file, e.g., 'a custom license combining Apache-2.0 and MIT terms']. Please refer to the `LICENSE` file for full details."

lowcomparison#3

Add a "Why Choose LLM Gateway?" section to the README

Why:

COPY-PASTE FIX

Add a new section to the README, for example: "## Why Choose LLM Gateway?
LLM Gateway stands out as a self-hostable, open-source, and production-ready LLM management layer. It offers unified access, intelligent routing, and a robust suite of features for observability, reliability, and cost management, giving you complete control over your LLM interactions."

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 theopenco/llmgateway

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LiteLLM

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LiteLLM · recommended 2×
Portkey.ai · recommended 2×
Helicone · recommended 2×
LangChain · recommended 2×
OpenRouter · recommended 1×

CATEGORY QUERY
How to unify API calls and manage usage across different large language model providers?
you: not recommended
AI recommended (in order):
1. LiteLLM
2. OpenRouter
3. Portkey.ai
4. Helicone
5. LangChain
6. Vercel AI SDK
AI recommended 6 alternatives but never named theopenco/llmgateway. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What solutions exist for monitoring LLM API costs, performance, and request routing in production?
you: not recommended
AI recommended (in order):
1. OpenAI Evals
2. LangChain
3. LlamaIndex
4. Helicone
5. LiteLLM
6. Langfuse
7. Arize AI
8. Phoenix
9. Vellum
10. Portkey.ai
AI recommended 10 alternatives but never named theopenco/llmgateway. 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 theopenco/llmgateway?
pass
AI named theopenco/llmgateway explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts theopenco/llmgateway in production, what risks or prerequisites should they evaluate first?
pass
AI named theopenco/llmgateway 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 theopenco/llmgateway solve, and who is the primary audience?
pass
AI named theopenco/llmgateway explicitly
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)

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

HTML

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

Pro

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theopenco/llmgateway — 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