SEO & marketingCAN I VIBECODE
Ubersuggest?
BUILD FIRST
- A non-sensitive or read-only version of the core experience
- A manual review step wherever correctness or trust matters
- A narrow companion tool that removes a real piece of work
LEAVE FOR LATER
- Regulated decisions, payments, or irreversible actions
- Claims of correctness, compliance, or uptime that the MVP cannot support
- Sensitive integrations until security, support, and auditability are ready
RESEARCH NOTES
What this tool actually does.
Ubersuggest is an all-in-one SEO and content marketing platform by Neil Patel. Core workflows start with entering a keyword or domain to produce: keyword research (search volume, keyword difficulty, CPC, long-tail suggestions, search intent), AI Keyword Overview (monthly trends, SEO difficulty, top backlinks, intent classification, AI summary), Bulk Analysis (up to 200 keywords at once), and Keyword Ideas with PDF/CSV export on paid plans. Rank Tracking monitors daily keyword positions per registered project and retains historical data. Site audits and technical SEO analysis check on-page/technical issues. Competitor/backlink analysis and traffic insights come from domain lookups. AI Prompt Ideas generate content/topic suggestions filterable by intent or brand, with a 'Get AI Response' action producing outlines/insights. Keyword Lists let users organize keywords independently of a tracke
RESEARCHED BUILD PROMPT
Give this to your coding agent.
Build 'SearchLift', a self-hosted replacement for the core keyword-research and rank-tracking workflow of Ubersuggest. Do not copy Ubersuggest's brand, UI layout, or proprietary datasets. Workflow: a user enters a domain and/or seed keyword. The app fetches keyword metrics (search volume, difficulty, CPC, intent, trend) for the seed and related long-tail suggestions; shows an AI-generated keyword overview (difficulty, intent, competitive backlink count, AI summary); supports bulk analysis of up to 100 pasted keywords; lets users organize keywords into named lists and track daily SERP positions for up to 10 keywords per project; displays rank history charts and weekly change alerts; and offers an 'AI Prompt Ideas' panel that generates content outlines for a selected keyword. User-facing requirements: clean dashboard with project selector, project creation flow, keyword search page with metric cards, sortable/filterable suggestions table, bulk input textarea with results table and CSV export, rank tracking table with sparklines and history chart, keyword lists with add/remove, and an AI panel with intent filter and 'Generate outline' button. Technical requirements: back-end API (Node/Express or Python/FastAPI) with Postgres for projects, keywords, and rank snapshots; a scheduled job (node-cron or Celery) to fetch SERP positions; integration with a real SEO data provider (SerpAPI, DataForSEO, or Ahrefs API) for volumes/difficulty/backlinks; an LLM API (OpenAI/Anthropic) for AI overviews and outlines; a responsive front-end (React or server-rendered templates); rate-limiting on free tier; API keys stored server-side. Out of scope: site audits, crawler, full backlink index, competitor domain comparison, Chrome extension, multi-user billing, white-label reports. Deliver README.md covering setup (env vars for DB, SEO provider key, LLM key), sample seed data, and known limitations (data freshness, provider quotas, no historical rank data before first snapshot, LLM output may hallucinate metrics — always show an 'AI-generated' disclaimer).