Transparent discovery

How AGMAN decides what you see

Discovery and sponsored visibility are separate systems. AGMAN keeps the distinction visible so people can tell what is organic, what is trending and what is sponsored.

Sponsored visibility never rewrites organic order

Relevant sponsored listings may appear in a clearly labelled Sponsored section. The organic results underneath remain ordered by AGMAN's normal discovery rules.

01

Organic discovery

Browse and search use the information in public profiles — including names, descriptions, categories, Topics, audience and type-specific capabilities — to surface relevant listings.

Exact names matter

Searching for a listing by its exact name gives that match strong priority.

Real profiles come first

Example listings are references, not marketplace winners, and remain secondary to real published profiles.

02

Find by Need

Instead of choosing a category first, you can describe the outcome you want. AGMAN compares that description with the public profile information available on listings and shows the strongest matches with plain-language reasons.

Example: “I need a tool for retail forex traders” can match a product whose audience includes Retail Traders and whose Topics and use cases are related to forex.
03

Trending Today

Trending reflects Pulses recorded during the current UTC day. The daily count resets at midnight UTC so Trending represents current momentum rather than lifetime popularity.

Community Pulses

A visitor can Pulse a listing once per UTC day under the platform's abuse controls.

Purchased Pulses

Owners can buy additional Pulses for the current day. If purchased Pulses contribute to the listing's Trending position, AGMAN marks it Promoted.

04

Sponsored search and category results

Promoted listings can appear above organic results only when they are relevant to the current search or category. A large promotion on an unrelated listing does not make it eligible for a context where it does not belong.

Sponsored candidates are ordered within their Sponsored section by active promotion amount, with deterministic tie-breaking. Organic order remains independent.

05

Spotlight and Boosted visibility

AGMAN uses one global promotion ladder. The top three active promotion positions appear as Spotlight. Positions four through ten appear as Boosted visibility. These are Spotlight and Boosted surfaces and are disclosed as sponsored placements.

The public interface does not need to expose the accounting mechanics to visitors; owners can see their active position and expiry information in the publisher workspace.

06

30-day promotion

Every successful promotion payment creates its own 30-day active amount. Your current promotion total is the sum of the still-active payments.

Example: add $50 on Day 1 and $20 on Day 20. Your active total is $70 until the Day-1 amount reaches its own 30-day expiry. After that, only the $20 remains active until its separate expiry.

Adding a small amount does not extend the lifetime of an older, larger payment.

07

Community Support

Support is a durable community signal separate from Trending. It cannot be purchased as a ranking entitlement and is shown as a long-term indication of community interest.

08

Example listings

Example listings demonstrate what a complete profile can look like and help visitors understand the network while it grows. They are clearly labelled, cannot be claimed through normal user flows, and do not compete in real marketplace rankings or Spotlight or Boosted inventory.

Ready to explore?

Use Find by Need or browse the network directly.

How discovery works — AGMAN