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How to vibe codeSeobility

Online SEO Software & Tools For Better Rankings

seobility.net

SEO & Marketing SaaS

Web app
45/ 100
Serious undertaking

The verdict: can you vibe code Seobility?

You can build a personal dashboard wrapper with a basic cheerio/playwright scraper, but scaling a multi-page crawler and reliable SERP rank tracker requires heavy backend engineering.

While an AI coding agent can scaffold the Next.js frontend, database schemas, and simple Cheerio-based scrapers in hours, the real engineering roadblocks emerge at scale. Running a recursive web crawler that correctly executes client-side single-page applications without hitting Cloudflare blocks, managing proxy rotation for 90+ country rank tracking, and processing large text corpora for TF*IDF optimization involve complex background worker pipelines, queues, and persistent storage that demand constant debugging.

Estimated effort: 4-6 weeks of part-time development and infrastructure tuning

What you can't replicate

  • 15-year historical backlink index and proprietary link authority graphs
  • Massive distributed proxy infrastructure required for global daily SERP rank tracking without getting banned

Founded

2011

Raised

$0

Team

11-20

Cheapest paid tier

€49.90 / month

What Seobility does

All-in-one SEO and AEO software suite covering technical website audits, ranking monitoring, backlink tracking, keyword research, and TF*IDF content optimization.

Core features

  • Headless web crawler with JS rendering (React/Vue/Angular) to evaluate 300+ SEO parameters
  • Daily SERP ranking monitoring across multiple countries and local regions
  • Backlink profile tracker monitoring new, lost, and broken incoming links
  • SEO competitor analysis benchmarking rankings and keyword overlap
  • TF*IDF content optimization analyzer for semantic keyword density and content gaps
  • 24/7 server uptime monitoring with automated email notifications
  • White-label PDF report generator for audits and tracking summaries

The business

Pricing

  • BasicFree
  • Premium€49.90 / month
  • Agency€179.90 / month

Funding

$0 from Self-funded, saas.group (Acquired in 2022)

Pay vs build, cumulative

Break-even at month 1 — after that, every month is money kept.

The hard parts of vibe coding Seobility

  • Massive concurrent web crawling without triggering WAF blocks (Cloudflare/Akamai) or running out of memory during client-side SPA rendering
  • Reliable SERP rank scraping across 90+ countries with proxy rotation and CAPTCHA evasion
  • Building a performant TF*IDF text corpus processing engine that extracts top-ranking competitor terms
  • Storing and querying millions of historical ranking time-series data points and backlink graphs efficiently

How to vibecode Seobility

Prerequisites

  • Node.jsfree

    Runtime environment for TypeScript, Next.js, and backend scraping scripts.

  • GitHubfree

    Code repository and deployment hook for hosting providers.

AI coding tools

Recommended stack

FrontendNext.js with Tailwind CSS and Recharts for ranking charts
BackendNext.js API routes with Playwright and Cheerio for crawling/scraping
DatabaseNeon (Serverless Postgres for storing audits, rankings, and historical snapshots)
Authbetter-auth (Self-hosted authentication for single or multi-user access)
PaymentsNone (Personal-use clone skips billing entirely)
OtherTrigger.dev for managing long-running background crawler jobs, Resend for sending uptime monitoring email alerts

Hosting & infrastructure

VercelHosting the Next.js frontend and serverless API dashboard$0/mo (Hobby Tier)
RailwayHosting persistent background worker containers for heavy web crawling and cron scrapers~$5/mo

Build guide

  1. 01Project Scaffolding & Database Schema

    Initialize a Next.js project with Tailwind CSS, configure Neon Serverless Postgres via Drizzle ORM, and set up better-auth.

    Create a new Next.js project with TypeScript and Tailwind CSS. Set up Drizzle ORM connected to Neon Postgres with the following tables: 'projects' (id, user_id, url, created_at), 'audits' (id, project_id, status, issues_json, score, created_at), 'rankings' (id, project_id, keyword, rank, search_engine, tracked_date), and 'backlinks' (id, project_id, source_url, target_url, anchor_text, link_status, domain_authority). Implement better-auth for user authentication with email and password. Ensure all database migration files and client utilities are fully typed and structured.
  2. 02Website Audit & Crawler Engine

    Build a recursive web crawler using Cheerio and Playwright to analyze pages for metadata, broken links, and SEO factors.

    Build a robust web crawler module in TypeScript using Cheerio for static HTML parsing and Playwright for JavaScript rendering fallback. The crawler must ingest a target URL, respect robots.txt rules, discover internal links recursively up to a configurable page limit (e.g., 1,000 pages), and evaluate 300+ parameters: missing title tags, missing meta descriptions, H1 presence, broken internal/external HTTP links, image alt attributes, and response load times. Store the raw audit results and aggregated checklist issues as a JSON payload in the 'audits' table linked to the project ID. Provide a server action or API route to trigger crawls asynchronously.
  3. 03Ranking Monitoring & SERP Scraper

    Implement keyword tracking and SERP position lookup logic.

    Create a ranking monitoring service that takes a list of keywords associated with a project and checks their current Google search ranking positions. Implement a modular fetcher using proxy rotation support to query search results, extract matching domain listings, and record daily positions into the 'rankings' table. Build a background cron job using Trigger.dev to automate daily rank checks across configured projects. Include error handling for CAPTCHAs and temporary rate limits with exponential backoff.
  4. 04Backlink & Competitor Analysis Modules

    Build tracking interfaces and mock/live ingestion for backlink profiles and competitor benchmark comparisons.

    Develop a backlink monitoring and competitor analysis backend service. Create database structures and API endpoints to log incoming backlink profiles, track new or lost links, and compute basic link quality metrics. Build a competitor analysis module that allows users to input up to 5 competitor domains per project, fetching their ranking overlap and keyword gaps using public search endpoints or cached SERP data. Expose these metrics via structured API routes for frontend dashboards.
  5. 05TF*IDF Content Optimization Tool

    Implement a text analysis engine that computes term frequencies and content relevance gaps against competing top pages.

    Build a TF*IDF content optimization tool module. The backend should accept a target keyword and target page content, fetch top 10 ranking competitor pages for that keyword, extract and tokenize their body text, calculate Term Frequency-Inverse Document Frequency (TF*IDF) weights across terms, and compare them against the user's draft content. Return a semantic gap analysis list highlighting underused or overused terms, keyword density scores, and content structure recommendations. Create an accompanying React text editor view showing real-time term suggestions.
  6. 06Uptime Monitoring & Alerting

    Set up a 24/7 cron-based server availability checker with Resend email alerts.

    Implement an uptime monitoring worker that runs every 5 minutes across all project URLs using cron triggers. The worker must perform HTTP HEAD/GET requests, measure response latency, check for 2xx/3xx status codes, and record downtime incidents in a new 'uptime_logs' table. Integrate the Resend API to send immediate email notifications to the project owner when a website goes down or recovers. Build an uptime status dashboard component showing 24-hour availability graphs.
  7. 07Dashboard UI & White-Label Reporting

    Assemble the cohesive dashboard interface with Recharts analytics and PDF export capabilities.

    Build a comprehensive Next.js frontend dashboard with Tailwind CSS mimicking professional SEO platforms. Create views for: 1) Overview summary with audit health score rings, 2) Website Audit prioritized to-do list table with issue filters, 3) Ranking Monitoring line charts using Recharts showing position trends over time, 4) Backlink profile list, and 5) TF*IDF content editor. Implement a client-side PDF export utility (using jsPDF or html2pdf) that generates a clean, white-labeled audit report featuring custom branding headers for agency use.

Cost vs paying for Seobility

What will you build it with?

Est. 18.5M in / 4.2M out tokens· Includes access to introductory usage of the default model with dynamic rate limits.$0

Starting total with Claude Code~$10 one-time

Starting costs (one-time)

  • Custom domain (optional)$12 one-time
  • Proxy service for SERP tracking$10 one-time

Total~$22 one-time

Ongoing costs (monthly)

  • Railway background worker hosting$5/mo
  • Proxy pool usage$10/mo

Total~$15/mo

Paying for Seobility

€49.90/mo (~$54/mo)

Your time to build

40-60 hours

AI tool credits

$20 (Claude Pro)

Break-even

1 month

Vibe code Seobility: FAQ

Can you vibe code Seobility yourself?
Serious undertaking — 45/100 vibecodeable. You can build a personal dashboard wrapper with a basic cheerio/playwright scraper, but scaling a multi-page crawler and reliable SERP rank tracker requires heavy backend engineering.
How long does it take to vibe code Seobility?
4-6 weeks of part-time development and infrastructure tuning — roughly 40-60 hours of hands-on time with an AI coding agent.
How do you build your own Seobility?
Scoped to personal use: Next.js with Tailwind CSS and Recharts for ranking charts on the front, Next.js API routes with Playwright and Cheerio for crawling/scraping behind it, Neon (Serverless Postgres for storing audits, rankings, and historical snapshots) for data. Follow the 7-step build guide on this page — each step has a paste-ready prompt for an AI coding agent.
How do you code your own Seobility without being an expert?
Use an AI coding tool (Claude Code or Cursor) and work in small steps: scaffold, data model, core screens, then deploy. Realistic effort: 4-6 weeks of part-time development and infrastructure tuning. The prompts on this page are written so the AI does the heavy lifting.
How much does it cost to vibe code Seobility instead of paying?
About ~$22 one-time to start and ~$15/mo to run, versus €49.90/mo (~$54/mo) for Seobility. Break-even: 1 month.
What stack should you use to vibe code Seobility?
Next.js with Tailwind CSS and Recharts for ranking charts; Next.js API routes with Playwright and Cheerio for crawling/scraping; Neon (Serverless Postgres for storing audits, rankings, and historical snapshots); plus Trigger.dev for managing long-running background crawler jobs, Resend for sending uptime monitoring email alerts.

Sources

Alternatives & community builds

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