REPOGEO REPORT · LITE

irinabuht12-oss/google-meta-ads-ga4-mcp

Default branch main · commit eb87b027 · scanned 5/8/2026, 12:42:46 AM

GitHub: 870 stars · 40 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 irinabuht12-oss/google-meta-ads-ga4-mcp, 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

highhomepage#1
Add a homepage URL to the repository's About section
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://modelcontextprotocol.io
```

highreadme#2

Reposition the README H1 and tagline to emphasize 'open-source server' and 'AI agent backend'

Why:

CURRENT

# Google Ads + Meta Ads + GA4 — MCP Server

> **The unified MCP server for managing Google Ads, Meta (Facebook/Instagram) Ads, and Google Analytics 4 from any AI assistant.**

COPY-PASTE FIX

# Google Ads + Meta Ads + GA4 — Open-Source MCP Server

> **The unified, open-source Model Context Protocol (MCP) server for managing Google Ads, Meta (Facebook/Instagram) Ads, and Google Analytics 4 from any AI assistant or AI agent.**

mediumtopics#3

Add more specific topics related to open-source AI tools and APIs for marketing

Why:

CURRENT

ad-optimization, advertising, ai-agent, campaign-management, chatgpt, claude, codex, cursor, facebook-ads, ga4, google-ads, google-analytics, instagram-ads, marketing-automation, mcp, mcp-server, meta-ads, model-context-protocol, n8n, windsurf

COPY-PASTE FIX

ad-optimization, advertising, ai-agent, ai-backend, campaign-management, chatgpt, claude, codex, cursor, facebook-ads, ga4, google-ads, google-analytics, instagram-ads, marketing-api, marketing-automation, mcp, mcp-server, meta-ads, model-context-protocol, n8n, open-source-ai, windsurf

Category GEO backends resolved for this scan: google/gemini-2.0-flash-001, deepseek/deepseek-chat

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.0-flash-001. 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 irinabuht12-oss/google-meta-ads-ga4-mcp

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Marin Software

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Marin Software · recommended 2×
Adzooma · recommended 2×
Skai · recommended 1×
Albert AI · recommended 1×
WordStream Advisor · recommended 1×

CATEGORY QUERY
How to use AI to manage and optimize campaigns across different advertising platforms?
you: not recommended
AI recommended (in order):
1. Marin Software
2. Skai
3. Albert AI
4. Adzooma
5. WordStream Advisor
6. Trapica AI
7. Metadata.io
AI recommended 7 alternatives but never named irinabuht12-oss/google-meta-ads-ga4-mcp. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a tool to automate ad campaign performance analysis and generate audit reports with AI.
you: not recommended
AI recommended (in order):
1. Optmyzr
2. Adzooma
3. Wordstream Advisor
4. Marin Software
5. Shape.io
6. KlientBoost
7. ReportGarden
AI recommended 7 alternatives but never named irinabuht12-oss/google-meta-ads-ga4-mcp. 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 irinabuht12-oss/google-meta-ads-ga4-mcp?
pass
AI named irinabuht12-oss/google-meta-ads-ga4-mcp explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts irinabuht12-oss/google-meta-ads-ga4-mcp in production, what risks or prerequisites should they evaluate first?
pass
AI named irinabuht12-oss/google-meta-ads-ga4-mcp 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 irinabuht12-oss/google-meta-ads-ga4-mcp solve, and who is the primary audience?
pass
AI did not name irinabuht12-oss/google-meta-ads-ga4-mcp — 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 irinabuht12-oss/google-meta-ads-ga4-mcp. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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Brand-free category queries5 vs 2 in Lite
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