REPOGEO REPORT · LITE

firebase/firebase-ios-sdk

Default branch main · commit cb059bb0 · scanned 6/23/2026, 8:26:57 AM

GitHub: 6,618 stars · 1,757 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

33 /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

2 / 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 firebase/firebase-ios-sdk, 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 paragraph to clarify the SDK's purpose for Apple developers

Why:

CURRENT

Firebase is an app development platform with libraries, services, and tools to help you build, grow, and monetize your app.

COPY-PASTE FIX

This repository provides the official Firebase SDK for Apple platforms, offering a comprehensive suite of backend services and tools for iOS, macOS, tvOS, and watchOS app development. It enables Apple developers to easily integrate Firebase services like authentication, real-time databases, cloud storage, analytics, and AI models (including Gemini) into their applications.

mediumtopics#2

Add 'swift' to the repository topics

Why:

COPY-PASTE FIX

ai, analytics, authentication, crash-reporting, database, database-as-a-service, firebase, firebase-auth, firebase-authentication, firebase-database, firebase-messaging, firebase-storage, gemini, ios-sdk, objective-c, push-notifications, storage-service, swift

lowreadme#3

Expand the description of 'Firebase AI Logic' in the 'Supported Firebase Products' list

Why:

CURRENT

Firebase AI Logic (`FirebaseAI`)

COPY-PASTE FIX

Firebase AI Logic (`FirebaseAI`) - Integrate Gemini Foundation Models and other AI capabilities into your Apple apps.

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 firebase/firebase-ios-sdk

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Firebase

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Firebase · recommended 2×
AWS Amplify · recommended 2×
Microsoft Azure Mobile Apps · recommended 2×
UserNotifications Framework · recommended 2×
Supabase · recommended 1×

CATEGORY QUERY
What backend services are best for iOS app development, including user auth and data storage?
you: not recommended
AI recommended (in order):
1. Firebase
2. AWS Amplify
3. Supabase
4. Backendless
5. Parse Platform
6. Microsoft Azure Mobile Apps
AI recommended 6 alternatives but never named firebase/firebase-ios-sdk. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking an SDK for Apple apps to integrate AI models and handle push notifications.
you: not recommended
AI recommended (in order):
1. Firebase
2. AWS Amplify
3. Apple Core ML
4. UserNotifications Framework
5. Apple Push Notification service (APNs)
6. Microsoft Azure Mobile Apps
7. Azure Machine Learning
8. Azure Notification Hubs
9. TensorFlow Lite
10. UserNotifications Framework
11. Pusher
AI recommended 11 alternatives but never named firebase/firebase-ios-sdk. 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 firebase/firebase-ios-sdk?
pass
AI did not name firebase/firebase-ios-sdk — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts firebase/firebase-ios-sdk in production, what risks or prerequisites should they evaluate first?
pass
AI named firebase/firebase-ios-sdk 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 firebase/firebase-ios-sdk solve, and who is the primary audience?
pass
AI named firebase/firebase-ios-sdk 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/firebase/firebase-ios-sdk.svg)](https://repogeo.com/en/r/firebase/firebase-ios-sdk)

HTML

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

Pro

Subscribe to Pro for deep diagnoses

firebase/firebase-ios-sdk — 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