Discovery Overview

· Phase 1 · Discovery Engine › Overview
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Discovery Overview

A daily pulse on what's worth chasing. The Discovery Engine continuously scans markets, audiences, and identities — then surfaces ranked opportunities for the Creative Engine (Phase 2) to act on.

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Discovery
Data mode
847+12%
Niches scanned · 7d Dummy
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Trends tracked Dummy
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Audiences mapped Dummy
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High-confidence opportunities Dummy

Top opportunities right now

See all →
Open Market Intel →
Phase 1 → Phase 2 handoff: ranked opportunities, audience profiles, and identity maps feed straight into the Creative Engine (designs, slogans, mockups). For now, this preview shows the Discovery side only.

Market Intelligence

Continuously scans TikTok, Reddit, Etsy, Pinterest and Google Trends for emerging signals, hashtag growth, search velocity, and underserved demand.

Data mode
Period
Source
Score filters
Sort by

Audience Intelligence

AI-built profiles of who actually buys. Size, intensity, growth, platform concentration, buying behaviour, and emotional engagement — per audience.

Data mode
Sort by
Score filters

Identity Intelligence

Maps the emotional and cultural patterns of each audience: humour styles, slogans, language, symbols, aesthetics, emotional triggers. This is what makes merch resonate instead of just exist.

Data mode
Sort by

Ranked Opportunities

The Phase 1 output. Each row combines market demand, audience strength, identity clarity, and saturation into a single composite confidence score. These pass to Phase 2 (Creative Engine) for design generation.

Data mode
Filter · tap to toggle, multi-select
Score filters
Next phase: selected opportunities flow into the Creative Engine — AI design briefs, slogan packs, mockups, scoring. That's Phase 2.

Discovery Sources

Channels the Discovery Engine pulls from. Toggle off to exclude a source globally — its trends will stop appearing in Overview, Market Intelligence and Opportunities. Add new channels as the system expands.

Checking backend…

Probing localhost:5050 for the local backend server.

Endpoint: http://localhost:5050
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Active sources
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Configured sources
2,837
Trends found · 24h
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Pending setup
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How filtering works: when you toggle a source off here, all its trend cards disappear from the rest of the Discovery Engine. The Market Intelligence view will also hide its filter pill so you only see active channels.

Account

Your profile and how you sign in. Authentication is handled by AWS Cognito — manage MFA, password, and session here.

My account

Authentication — Cognito User Pool

Data

The research targets and lenses that drive Discovery. Markets compile into Audience Intelligence cards; ENGINE FOCUS presets shape every AI prompt the engine fires.

MARKETS …

Managed research targets compiled by AI

Saved research targets — Mountain Biking UK, Pickleball, etc. Each market compiles into an Audience Intelligence card via web-grounded AI (Perplexity by default). Add new markets, edit prompts, and re-compile any time as a market evolves.

ENGINE FOCUS …

Research lenses driving Discovery

Manage the research lenses that drive the Discovery Engine. Tick one or more presets to combine their scopes. Pin presets to show them in the always-visible LENS bar at the top of the page.

System Modules

Everything that makes ATPod run — modules, costs, external connections, and the deployment pipeline.

Modules

Built & planned platform modules

Cost Monitoring (Module 01)

AWS Cost Explorer · daily & forecast

URLs

Local · live · code · console

GitHub Repo Connection

Source of truth + deploy trigger

AWS Connection — Publish Pipeline

Phase A · B · C bootstrap

Subdomains

Wire app.* / beta.* / etc. to the main app

Domains

Route 53 — list, check, purchase

DNS Setup

Move allthingspod.com DNS to Route 53 (keep registration at GoDaddy)

Detail