Marketing Intelligence

Before you spend a dollar, know where your industry wins.

hashtag.org’s Market Intelligence Engine reads the competitors already winning your market — their longest-running ads, their channels, their hooks, their economics — and hands you the playbook. Real observed signals and cited benchmarks only. Never fabricated.

Get your playbook See what it does

How it works

1
Ingest free-first signals (ads, tech, hiring)
2
Score acquisition strength (ad longevity first)
3
Synthesize a cited per-industry playbook
4
Map every competitor angle into the graph
5
Scan the horizon → propose, you approve

Everything it does

Each capability, documented: what it does, why it matters, and what you get.

Acquisition Playbooks

What it does —: A per-industry plan of who to reach, where, when, with which hooks — and the unit economics, every field backed by cited sources.
Why it matters —: Most businesses burn their first ad budget discovering what an established competitor already proved works.
What you get —: A ranked-channel plan, real winning hooks, seasonality, and sourced economics for your exact vertical.

Signal Scoring

What it does —: We score acquisition strength from observed signals — led by ad LONGEVITY (the single strongest proxy), plus creative velocity, platform breadth, and share-of-search.
Why it matters —: An ad a competitor has run for months is profitable for them. That is worth more than any estimate of spend.
What you get —: An acquisition-strength score and a confidence rating per channel, so you trust the strong signals and discount the thin ones.

Connections Engine

What it does —: Novel fusions over the intelligence graph: channel arbitrage, longevity-weighted winning offers, cross-vertical play transfer, and AEO/GEO citation gaps.
Why it matters —: The best opportunities live in the connections between data points, not in any single chart.
What you get —: Specific, evidenced moves — e.g. an under-contested channel where winners run long but few advertisers compete.

Competitor Attack Maps

What it does —: An every-angle teardown of each competitor across 17 channels — paid search/social, SEO/local/AEO, outbound, lifecycle, PR/KOL/UGC, product-led, and offer — each scored by intensity with evidence.
Why it matters —: You cannot out-execute a competitor you have only half-mapped.
What you get —: A full picture of where each rival is strong, where they are absent, and where you can flank them.

Daily Ingestion Ledger

What it does —: A free-first ingestion pipeline that fetches public ad, tech-fingerprint, and hiring signals and records them in a processed ledger keyed by content hash.
Why it matters —: Intelligence is only useful if it stays current — and only affordable if it never re-pays for the same data.
What you get —: Fresh signals every day, with unchanged sources skipped automatically so cost and noise stay low.

Horizon Scan & Proposals

What it does —: A daily sweep of our mission space (agentic web, AEO/GEO, ad intelligence, spatial AI, Web3 domains) that distills findings into approval-gated proposals.
Why it matters —: Staying ahead means catching shifts early — without anything shipping on its own.
What you get —: A reviewed queue of cited recommendations; approving one mints an executable task. Nothing auto-ships.

Top Operators & Web3 Watchlist

What it does —: A leaderboard of the highest-momentum operators per vertical, plus a Web3 domain-name competitor watchlist tracking exactly where their marketing lives.
Why it matters —: The fastest way to learn a market is to decompose whoever is already winning it.
What you get —: A ranked operator list and competitor attack maps you can study and beat.

The Intelligence Dashboard

What it does —: A single command center: an interactive competitor↔vertical↔channel graph, playbook cards with strength gauges, the attack-map heatmap, the operator leaderboard, and the proposal queue.
Why it matters —: Scattered intelligence is ignored intelligence.
What you get —: One beautiful surface where the whole picture — and your next move — is obvious at a glance.

Stop guessing. Start with what already works.

Claim your #portal and get an acquisition playbook built from your industry’s real winners.

Get started