RRepoGEO

REPOGEO REPORT · LITE

nowork-studio/toprank

Default branch main · commit f92eec68 · scanned 6/18/2026, 2:02:30 AM

GitHub: 2,893 stars · 350 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
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 nowork-studio/toprank, 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
    Clarify project identity and disambiguate from generic ranking systems in README intro

    Why:

    CURRENT
    # NotFair (formerly Toprank)

**The official Google & Meta Ads + SEO plugin from NotFair. Data-driven decisions, not dashboards.**
    COPY-PASTE FIX
    # NotFair (formerly Toprank): The AI Agent Plugin for Google & Meta Ads + SEO Optimization

**This is NOT a generic data ranking system or a Rust-based service.** NotFair is the official open-source plugin from NotFair.co, designed to give your AI agent direct access to Google Search Console, Google Ads, and Meta Ads (Facebook + Instagram). It's built for data-driven decisions, not just dashboards.
  • mediumabout#2
    Expand the repository description to emphasize AI agent integration and problem-solving

    Why:

    CURRENT
    Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads
    COPY-PASTE FIX
    Open-source plugin for AI agents (like Claude Code) to optimize Google Ads, Meta Ads, and SEO. It analyzes performance, diagnoses issues, and suggests fixes for ad spend, traffic, and conversions.
  • lowcomparison#3
    Add a 'Comparison' section to the README to differentiate from common marketing tools

    Why:

    COPY-PASTE FIX
    ## How NotFair Compares

Unlike traditional dashboards or standalone tools like Google Search Console, Google Analytics, or Screaming Frog, NotFair is an **AI agent plugin**. It doesn't just report data; it empowers your AI to *act* on it. While tools like Google Ads Smart Bidding or Facebook CBO automate parts of campaign management, NotFair provides your AI with the intelligence to diagnose complex issues across platforms and suggest precise, actionable fixes, going beyond simple automation to offer deep, data-driven insights and direct intervention capabilities.

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 nowork-studio/toprank
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Ads Smart Bidding
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Ads Smart Bidding · recommended 1×
  2. Facebook CBO (Campaign Budget Optimization) · recommended 1×
  3. AdRoll · recommended 1×
  4. Segment · recommended 1×
  5. Optimizely · recommended 1×
  • CATEGORY QUERY
    How can an AI agent help optimize my digital ad spend and campaign performance?
    you: not recommended
    AI recommended (in order):
    1. Google Ads Smart Bidding
    2. Facebook CBO (Campaign Budget Optimization)
    3. AdRoll
    4. Segment
    5. Optimizely
    6. Adobe Audience Manager
    7. Persado
    8. Jasper
    9. AdCreative.ai
    10. Google Analytics 4 (GA4)
    11. Tableau
    12. Einstein Discovery
    13. Looker (Google Cloud)
    14. Integral Ad Science (IAS)
    15. DoubleVerify
    16. Anura

    AI recommended 16 alternatives but never named nowork-studio/toprank. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools diagnose SEO issues and improve ad campaign efficiency?
    you: not recommended
    AI recommended (in order):
    1. Google Search Console
    2. Screaming Frog SEO Spider
    3. OpenRefine (OpenRefine/OpenRefine)
    4. Google Analytics
    5. Apache JMeter
    6. AWStats
    7. Webalizer
    8. Python
    9. Pandas (pandas-dev/pandas)
    10. Requests (psf/requests)
    11. BeautifulSoup (crummy/BeautifulSoup4)
    12. Matplotlib (matplotlib/matplotlib)

    AI recommended 12 alternatives but never named nowork-studio/toprank. 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 nowork-studio/toprank?
    pass
    AI named nowork-studio/toprank explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts nowork-studio/toprank in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nowork-studio/toprank 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 nowork-studio/toprank solve, and who is the primary audience?
    pass
    AI named nowork-studio/toprank explicitly

    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 nowork-studio/toprank. 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/nowork-studio/toprank.svg)](https://repogeo.com/en/r/nowork-studio/toprank)
HTML
<a href="https://repogeo.com/en/r/nowork-studio/toprank"><img src="https://repogeo.com/badge/nowork-studio/toprank.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

nowork-studio/toprank — 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