CONTEXT
Read the product
A public product URL becomes a structured product profile: audience, problem, credible topics and stated assumptions — all of which you can correct before anything runs.
in: product_url → out: reviewed context
PRODUCT
One URL in. One reviewed move out.
TrendsFast reads your product, gathers bounded evidence across connected sources, and returns a single distribution action a founder has already reviewed. It recommends; it never publishes.
THE LOOP
Four stages, one decision.
RESEARCH
Gather bounded evidence
Each connected source runs inside an explicit query and cost budget, then every result is normalized into one evidence shape with a receipt.
in: context → out: evidence receipts
SYNTHESIZE
Apply the quality floor
Evidence is scored for strength, freshness and fit. If it does not clear the floor, the result is WAIT rather than a manufactured recommendation.
in: receipts → out: candidate move
REVIEW
Founder review, then deliver
A human reviews the candidate before it reaches you. What you receive is one action with its channel, angle, outline, limitations and validity window.
in: candidate → out: delivered Next Move
THE RESPONSE
What a Next Move carries.
The full schema is published in the OpenAPI document. Field names below are the real contract, pinned by contract_version.
| Field | Type | Meaning |
|---|---|---|
| id | string | The scan this move belongs to. |
| status | enum | QUEUED · RUNNING · REVIEW_REQUIRED · READY · FAILED. |
| contract_version | string | Pinned response contract, currently next-move-v1. |
| generation_level | enum | How much drafting the move carries. |
| project | object | Name, URL, audience, problem and credible topics. |
| next_move.action | enum | PUBLISH · REPLY · REMIX · WAIT. |
| next_move.channel | enum | Where the move belongs, or none for WAIT. |
| next_move.why_now | string | The evidence-backed reason to act now. |
| evidence | array | The receipts the move was built from. |
| limitations | array | What the move does not establish. |
SCOPE LIMITS
What it is not.
Not a scraping API
You do not receive raw posts to interpret. You receive one decision for one product, with the evidence receipts behind it.
Not a dashboard
There is no chart wall to check every morning. The response is shaped to be consumed by an agent or a script.
Not an auto-publisher
TrendsFast never posts anything. It recommends what to make, where and when — you keep the credentials and the trigger.
CAPABILITY LEDGER
Status before promises.
| Capability | Status | Note |
|---|---|---|
| Product context from a URL | BETA | Bounded extraction from public marketing pages |
| Bounded multi-source research | LIVE | Per-source query and cost budgets |
| Evidence receipts | LIVE | Every move binds what it was built from |
| Founder review before delivery | LIVE | No move is delivered unreviewed |
| Recommended action + channel | LIVE | PUBLISH · REPLY · REMIX · WAIT |
| Region filtering | PLANNED | Marked planned across the site |
| Webhooks and MCP | PLANNED | No shipping date claimed |
| Published rate limits | PLANNED | No numbers until they are real |