RRepoGEO

REPOGEO REPORT · LITE

firebase/firebase-tools

Default branch main · commit f6a2e665 · scanned 5/24/2026, 9:16:54 AM

GitHub: 4,417 stars · 1,202 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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-tools, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    firebase, cli, command-line-interface, serverless, static-sites, hosting, functions, authentication, database, deployment, developer-tools
  • highhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://firebase.google.com/docs/cli
  • mediumreadme#3
    Expand README opening to highlight serverless and static site deployment

    Why:

    CURRENT
    The Firebase Command Line Interface (CLI) Tools can be used to test, manage, and deploy your Firebase project from the command line. This repository is also the home of the official Firebase MCP Server. For more information, please see the [Firebase MCP Server documentation](./src/mcp).
    COPY-PASTE FIX
    The Firebase Command Line Interface (CLI) Tools empower developers to test, manage, and deploy their Firebase projects, including serverless applications (Cloud Functions) and static sites (Firebase Hosting), directly from the command line. This repository also hosts the official Firebase MCP Server. For more information, please see the [Firebase MCP Server documentation](./src/mcp).

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-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vercel/vercel
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/vercel · recommended 1×
  2. netlify/cli · recommended 1×
  3. serverless/serverless · recommended 1×
  4. aws-amplify/amplify-cli · recommended 1×
  5. aws/aws-sam-cli · recommended 1×
  • CATEGORY QUERY
    How to manage and deploy serverless applications and static sites from the command line?
    you: not recommended
    AI recommended (in order):
    1. Vercel CLI (vercel/vercel)
    2. Netlify CLI (netlify/cli)
    3. Serverless Framework (serverless/serverless)
    4. AWS Amplify CLI (aws-amplify/amplify-cli)
    5. AWS SAM CLI (aws/aws-sam-cli)
    6. Cloudflare Workers Wrangler CLI (cloudflare/workers-sdk)

    AI recommended 6 alternatives but never named firebase/firebase-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What command line tool helps manage user authentication and database content for cloud projects?
    you: not recommended
    AI recommended (in order):
    1. Firebase CLI
    2. AWS CLI
    3. Azure CLI
    4. gcloud CLI
    5. Supabase CLI
    6. Hasura CLI

    AI recommended 6 alternatives but never named firebase/firebase-tools. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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-tools?
    pass
    AI named firebase/firebase-tools explicitly

    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-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named firebase/firebase-tools 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-tools solve, and who is the primary audience?
    pass
    AI did not name firebase/firebase-tools — 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?

Embed your GEO score

Drop this badge into the README of firebase/firebase-tools. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/firebase/firebase-tools.svg)](https://repogeo.com/en/r/firebase/firebase-tools)
HTML
<a href="https://repogeo.com/en/r/firebase/firebase-tools"><img src="https://repogeo.com/badge/firebase/firebase-tools.svg" alt="RepoGEO" /></a>
Pro

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firebase/firebase-tools — 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