Find what to build next.
Stop guessing. FindToBuild turns a vague interest into a ranked shortlist of product ideas — validated by real search demand, competition and trends.
Login required · Built for indie hackers & founders
| invoicing for designers | 12.1K | Low | |
| client portal saas | 8.4K | Med | |
| contract templates ai | 5.2K | Low |
Strong, rising demand with low competition — a lightweight invoicing tool looks worth prototyping.
50+
Live data tools
10
Research categories
EN · 中文
Bilingual
Live
Real market data
FIG 01 — Signals
Decide with data, not vibes
Every idea is pressure-tested against the same signals a seasoned founder would check.
Real demand
Monthly search volume and keyword ideas reveal whether anyone is actually looking for it.
Competition
Keyword difficulty and SERP competitors show how hard it is to break in.
Momentum
Multi-year trend curves separate rising opportunities from fading fads.
Gaps
Domain and content gaps surface underserved niches competitors are missing.
AI search
See how ChatGPT and AI search treat a topic, so you build for where attention is moving.
FIG 02 — Toolkit
A pro-grade research toolkit, driven by AI
The agent has 50+ live data tools on tap — or run any of them yourself, no SEO degree required.
Keyword research
Discover demand, difficulty, intent and trends before you write a line of code.
Competitor & gap analysis
See who already ranks, what pages win, and the keywords everyone is missing.
Backlinks & authority
Judge how hard a niche is with referring domains, anchors and spam signals.
SERP & site audit
Inspect live Google and YouTube results, then audit any page for on-site issues.
AI search visibility
Track how ChatGPT and AI search surface a topic — build for where attention is going.
Ecommerce validation
Check real Amazon demand, pricing and competition for physical product ideas.
FIG 03 — Workflow
From hunch to shortlist in three steps
A focused workflow that does the boring research for you.
1.001 / 03
Describe your interest
Tell the agent the space, audience or problem you care about — in plain language. Seed prompts help you start, and every session is saved.
I want to build something for freelance designers.
What has real demand right now?
2.002 / 03
AI runs the research
It plans the queries, calls live SEO tools, and streams demand, difficulty, trends and competitor gaps as they land — with per-call credit costs in the open.
Volume
12.1K
Trend
3.003 / 03
Get a ranked shortlist
Receive concrete, buildable ideas with the data and reasoning behind each one — ready to compare, challenge, or take straight to a prototype.
Lightweight invoicing for designers
12.1K/mo · low competition
Client portal micro-SaaS
8.4K/mo · low competition
AI contract templates
5.2K/mo · low competition
Live signals from the sources that matter
FIG 04 — Workbench
A workbench built for momentum
Everything you need to go from curiosity to a validated plan.
Multiple agent sessions
Run separate explorations in parallel and keep each thread organized.
Streaming answers
Watch reasoning and results appear in real time, with live tool-call status.
Live SEO tools
Keyword ideas, difficulty, search volume, trends, SERP and domain competitors.
Saved & synced
Sessions are stored securely, so you can pick up on any device.
FIG 05 — Builders
Built for people who ship
Whether you're validating a weekend project or a company, start from evidence.
Indie hackers
Find low-competition niches with real demand before you sink a weekend into building.
Solo founders
Pressure-test a direction against competitors, gaps and trends — and defend it with data.
Content & SEO
Map keyword clusters, spy on top pages, and see where AI search is heading next.
FIG 06 — Output
An idea report, at a glance
Structured output you can actually act on.
Idea
Lightweight invoicing for freelance designers
Demand
12.1K/mo
Competition
Low–medium
Trend
+38% YoY
Verdict
Worth a prototype
FIG 07 — Pricing
Simple, founder-friendly pricing
Currently in early access — no credit card, no commitment.
- 50+ live SEO, social & market-research tools
- AI agent that plans and runs the research for you
- Run any tool directly, no SEO experience needed
- Unlimited sessions, saved and synced
- English & 中文, replies in your language
Invite-only during the early phase.
Questions, answered
What exactly does FindToBuild do?
It's an AI copilot that helps you discover and validate product ideas using live search-demand, competition and trend data — then summarizes them into buildable shortlists.
Where does the data come from?
Search and SEO signals come from live tools (keyword volume, difficulty, SERP, backlinks and domain analysis), orchestrated by the agent through function calling.
Is the data reliable?
Metrics come straight from live SEO data providers — the agent never invents numbers. If a tool returns nothing, it says so instead of guessing.
Do I need to know SEO to use it?
No. It's designed for beginners: describe your idea in plain words and the agent explains each metric as it goes. You can also run any tool yourself from the workbench menu.
Can I sign up?
Access is invite-only during the early phase. If you have an account, simply log in to open the workbench.
Does it support Chinese and English?
Yes. The entire product is available in English and 中文, and the agent replies in your language.
Find what to build next
Open the workbench and turn your curiosity into a validated plan.
Open workbench