RRepoGEO

REPOGEO REPORT · LITE

pipeboard-co/meta-ads-mcp

Default branch main · commit 15bddc3c · scanned 6/14/2026, 10:46:17 AM

GitHub: 987 stars · 240 forks

AI VISIBILITY SCORE
22 /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
1 / 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 pipeboard-co/meta-ads-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
  • highreadme#1
    Reposition README opening to emphasize "open-source MCP for AI assistants"

    Why:

    CURRENT
    A Model Context Protocol (MCP) server that lets AI assistants run your Meta Ads end to end — launch campaigns, upload creatives, update budgets, and dig into performance through natural conversation. Works across Facebook, Instagram, and other Meta surfaces.
    COPY-PASTE FIX
    Meta Ads MCP is an **open-source Model Context Protocol (MCP) server** designed to empower AI assistants to manage your Meta Ads end-to-end. Launch campaigns, upload creatives, update budgets, and analyze performance across Facebook, Instagram, and other Meta surfaces through natural conversation. Unlike proprietary SaaS solutions or raw APIs, Meta Ads MCP provides a comprehensive, self-hostable platform for programmatic control.
  • hightopics#2
    Add descriptive topics to the repository

    Why:

    COPY-PASTE FIX
    meta-ads, facebook-ads, instagram-ads, marketing-api, programmatic-advertising, ai-assistant, model-context-protocol, mcp, open-source, ad-management
  • mediumlicense#3
    Add a clear statement about the license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under the terms outlined in the [LICENSE file](LICENSE). Please refer to the file for full details.

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 pipeboard-co/meta-ads-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Smartly.io
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Smartly.io · recommended 1×
  2. AdEspresso · recommended 1×
  3. Revealbot · recommended 1×
  4. Marin Software · recommended 1×
  5. Motion.ai · recommended 1×
  • CATEGORY QUERY
    How can I automate social media ad campaign management using an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Smartly.io
    2. AdEspresso
    3. Revealbot
    4. Marin Software
    5. Motion.ai
    6. Jasper
    7. Buffer
    8. Sprout Social
    9. Meta Advantage+

    AI recommended 9 alternatives but never named pipeboard-co/meta-ads-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow programmatic control over advertising campaigns on major social platforms?
    you: not recommended
    AI recommended (in order):
    1. Meta Business API (Facebook Ads API)
    2. Google Ads API
    3. TikTok for Business API
    4. LinkedIn Marketing API
    5. X Ads API (formerly Twitter Ads API)
    6. Snapchat Ads API
    7. The Trade Desk

    AI recommended 7 alternatives but never named pipeboard-co/meta-ads-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 pipeboard-co/meta-ads-mcp?
    pass
    AI did not name pipeboard-co/meta-ads-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?

  • If a team adopts pipeboard-co/meta-ads-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pipeboard-co/meta-ads-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 pipeboard-co/meta-ads-mcp solve, and who is the primary audience?
    pass
    AI did not name pipeboard-co/meta-ads-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?

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  • Brand-free category queries5 vs 2 in Lite
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