REPOGEO REPORT · LITE

tbphp/gpt-load

Default branch main · commit 55799302 · scanned 6/21/2026, 5:41:19 AM

GitHub: 6,222 stars · 662 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 tbphp/gpt-load, 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

Emphasize 'Go-based AI API Gateway/Proxy' in README intro

Why:

CURRENT

A high-performance, enterprise-grade AI API transparent proxy service designed specifically for enterprises and developers who need to integrate multiple AI services. Built with Go, featuring intelligent key management, load balancing, and comprehensive monitoring capabilities, designed for high-concurrency production environments.

COPY-PASTE FIX

GPT-Load is a high-performance, enterprise-grade **Go-based AI API Gateway and transparent proxy service** designed specifically for enterprises and developers who need to integrate multiple AI services. It features intelligent key management, load balancing, and comprehensive monitoring capabilities, designed for high-concurrency production environments.

hightopics#2

Add functional topics like 'api-gateway', 'proxy', 'load-balancer'

Why:

CURRENT

anthropic, claude, gemini, gin, go, golang, openai

COPY-PASTE FIX

anthropic, api-gateway, claude, gemini, gin, go, golang, load-balancer, openai, proxy

mediumreadme#3

Add a 'Why GPT-Load?' section to clarify its unique value

Why:

COPY-PASTE FIX

## Why GPT-Load?

Integrating and managing multiple AI services like OpenAI, Google Gemini, and Anthropic Claude can be complex, especially when dealing with API key rotation, rate limits, and ensuring high availability. GPT-Load simplifies this by acting as a unified, intelligent proxy that handles these challenges transparently, allowing developers to focus on building applications rather than infrastructure.

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 tbphp/gpt-load

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Kong Gateway

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Kong Gateway · recommended 1×
Auth0 · recommended 1×
AWS API Gateway · recommended 1×
Google Cloud Endpoints · recommended 1×
Azure API Management · recommended 1×

CATEGORY QUERY
How to manage API keys and route requests for multiple AI models securely?
you: not recommended
AI recommended (in order):
1. Kong Gateway
2. Auth0
3. AWS API Gateway
4. Google Cloud Endpoints
5. Azure API Management
6. Envoy Proxy
7. Tyk API Gateway
AI recommended 7 alternatives but never named tbphp/gpt-load. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a Go-based solution to load balance AI API calls with automatic key rotation.
you: not recommended
AI recommended (in order):
1. Caddy (caddyserver/caddy)
2. HAProxy (haproxy/haproxy)
3. Traefik (traefik/traefik)
4. Envoy Proxy (envoyproxy/envoy)
AI recommended 4 alternatives but never named tbphp/gpt-load. 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 tbphp/gpt-load?
pass
AI named tbphp/gpt-load explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts tbphp/gpt-load in production, what risks or prerequisites should they evaluate first?
pass
AI named tbphp/gpt-load 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 tbphp/gpt-load solve, and who is the primary audience?
pass
AI named tbphp/gpt-load 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 tbphp/gpt-load. 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/tbphp/gpt-load.svg)](https://repogeo.com/en/r/tbphp/gpt-load)

HTML

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

Pro

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tbphp/gpt-load — 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