Search Intelligence Suite

F 45 completed
Web App
unknown / python · tiny
10
Files
1,324
LOC
0
Frameworks
4
Languages

Pipeline State

completed
Run ID
#369284
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
25.41
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47544
Member of a group with 2 similar repo(s) — canonical #14176 view group →
Top concepts (2)
Project DescriptionWeb Backend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

AI Prompt

Create a web application for AI search optimization tools. The core feature should be a GEO Tracker that analyzes and enhances search performance across different regions. The application uses Python and is designed to run via Streamlit, and it needs to integrate with Supabase for authentication. Please ensure the setup instructions guide the user on installing dependencies from `requirements.txt` and configuring Supabase credentials.
python streamlit web-app ai search-optimization geotracker supabase web-development
Generated by gemma4:latest

Catalog Information

A web application that delivers AI‑powered search optimization tools, beginning with a GEO Tracker to analyze and enhance search performance across different regions.

Description

The platform provides a suite of AI‑driven search optimization tools, with the GEO Tracker as its flagship feature. It scrapes search engine results, aggregates data into structured tables, and visualizes regional performance trends through an interactive dashboard. Users can authenticate via a cloud service, creating a workspace that stores their queries and insights. The tool is designed for marketers and SEO specialists who need actionable data on keyword rankings, SERP features, and geographic variations. By automating data collection and analysis, it reduces manual effort and speeds up decision‑making for search strategy improvements.

الوصف

يُقدّم هذا التطبيق مجموعة من أدوات تحسين البحث المدعومة بالذكاء الاصطناعي، مع التركيز على متتبع GEO كالميزة الأساسية. يقوم بجمع نتائج محركات البحث عبر تصفح الويب، ويحوّل البيانات إلى جداول منظمة، ثم يعرض اتجاهات الأداء الجغرافي عبر لوحة تحكم تفاعلية. يتيح للمستخدمين تسجيل الدخول عبر خدمة سحابية، مما يخلق مساحة عمل تخزن استعلاماتهم ورؤاهم. صُمم هذا الحل للمسوقين ومتخصصي تحسين محركات البحث الذين يحتاجون إلى بيانات عملية حول تصنيف الكلمات المفتاحية، وميزات صفحة نتائج البحث، والاختلافات الجغرافية. من خلال أتمتة جمع البيانات وتحليلها، يقلل من الجهد اليدوي ويُسرّع اتخاذ القرارات حول استراتيجيات البحث.

Novelty

6/10

Tags

search-optimization seo-analytics keyword-tracking regional-insights ai-recommendations serp-analysis

Technologies

beautifulsoup pandas streamlit

Claude Models

claude-opus-4.6

Quality Score

F
44.6/100
Structure
41
Code Quality
37
Documentation
44
Testing
0
Practices
70
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 139 duplicate lines detected \u2014 consider DRY refactoring
  • 1 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

5.1h
Tech Debt (D)
A
OWASP (100%)
FAIL
Quality Gate
B
Risk (21)
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
Unknown
License
3.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
88.8%
markdown
10.1%
toml
0.6%
text
0.5%

Frameworks

None detected

Concepts (2)

Repobility (https://repobility.com) — every score reproducible
CategoryNameDescriptionConfidence
Open data scored by Repobility · https://repobility.com
auto_descriptionProject DescriptionAI search optimisation tools — starting with GEO Tracker.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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