REPOGEO REPORT · LITE

async-labs/saas

Default branch master · commit 4b27b6a0 · scanned 5/25/2026, 3:47:53 AM

GitHub: 4,470 stars · 744 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 async-labs/saas, 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's opening to explicitly state its purpose and audience

Why:

CURRENT

## SaaS Boilerplate

Open source web app that saves you many days of work when building your own SaaS product. The boilerplate comes with many basic SaaS features (see Features below) so that you can focus on features that differentiate your product.

COPY-PASTE FIX

## SaaS Boilerplate: The Ultimate Foundation for Your Next SaaS Product

This open-source, full-stack SaaS boilerplate provides a complete, production-ready foundation for entrepreneurs and developers to launch their own Software-as-a-Service applications quickly. It includes essential SaaS features out-of-the-box, allowing you to focus on your unique product differentiators.

mediumtopics#2

Add more high-level, outcome-oriented topics emphasizing 'SaaS product development'

Why:

CURRENT

aws-s3, aws-ses, boilerplate, express, google-api, mailchimp, material-ui, mobx, mongodb, mongoose, nextjs, passport, react, saas, saas-boilerplate, saas-business, saas-product, typescript

COPY-PASTE FIX

Add the following topics to the existing list: saas-platform, saas-development, fullstack-saas, saas-startup

lowreadme#3

Expand the 'Showcase' section in the README

Why:

CURRENT

## Showcase

Check out projects built with the help of this open source app. Feel free to add your own project by creating a pull request.

- Async: Open source web app for team communicat

COPY-PASTE FIX

## Showcase

Check out successful projects built with the help of this open-source app, demonstrating its versatility and production readiness. Feel free to add your own project by creating a pull request.

- Async: Open source web app for team communication
- [Project 2 Name]: [Short description and link]
- [Project 3 Name]: [Short description and link]
- [etc.]

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 async-labs/saas

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Next.js

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Next.js · recommended 1×
Vercel · recommended 1×
Supabase · recommended 1×
PostgreSQL · recommended 1×
Neon · recommended 1×

CATEGORY QUERY
What are the best full-stack boilerplate solutions for launching a new SaaS product?
you: not recommended
AI recommended (in order):
1. Next.js
2. Vercel
3. Supabase
4. PostgreSQL
5. Neon
6. Aiven
7. Remix
8. Fly.io
9. AWS Amplify
10. DynamoDB
11. Amazon RDS
12. Ruby on Rails
13. Heroku
14. Render
15. Django
16. DigitalOcean App Platform
17. Blitz.js
18. Laravel
19. Laravel Forge
20. Laravel Vapor
21. MySQL
AI recommended 21 alternatives but never named async-labs/saas. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a TypeScript-based web application starter kit with Next.js, React, and MongoDB.
you: not recommended
AI recommended (in order):
1. T3 Stack
2. Create T3 App (t3-oss/create-t3-app)
3. Next.js MongoDB Starter
4. Next.js Commerce (vercel/commerce)
AI recommended 4 alternatives but never named async-labs/saas. 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 async-labs/saas?
pass
AI named async-labs/saas explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts async-labs/saas in production, what risks or prerequisites should they evaluate first?
pass
AI named async-labs/saas 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 async-labs/saas solve, and who is the primary audience?
pass
AI named async-labs/saas 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)

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HTML

<a href="https://repogeo.com/en/r/async-labs/saas"><img src="https://repogeo.com/badge/async-labs/saas.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