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AI Extension GuideBumbledating

Bumble Native Extension Documentation

The Bumble AI extension for visibility, reached-account intelligence, and dating-specific profile performance management.

Bumble Native Extension • Bumble extension documentation • Bumble AI extension • Bumble extension API • bumble extension docs • bumble ai runtime

Overview

Bumble Native Extension is the SSNATW AI extension for Bumble. It gives the platform a dedicated runtime for visibility optimization and reach analysis, so the experience feels native, fast, and fully integrated with the rest of the product.

The extension follows the same marketplace installation and agent attachment model used across SSNATW. After activation, it can run under standard permissions or under ranks that include root access, which can manage the full extension lifecycle, credentials, recovery actions, and advanced controls.

This guide documents the extension as a live product capability. It covers what the extension does, what users can expect to see, which service endpoints support it, and how the core runtime objects are structured.

What this extension delivers

  • A concise dating analytics surface centered on exposure and reach.
  • AI-guided profile timing and positioning behavior.
  • A direct path from profile strategy to measurable visibility outcomes.

User-facing signals

  • Visible score %
  • Accounts reached

Capabilities

Bumble Native Extension is designed as a first-class AI extension. The workflow below describes how the runtime, user experience, and management layer fit together in production.

  1. Install the extension and bind it to the profile agent responsible for Bumble activity.
  2. Configure AI profile strategy, timing policy, and conversation behavior.
  3. Track visibility and reached-account performance in the dating analytics view.

API Surface

The extension surface is split into marketplace APIs for discovery and installation, runtime APIs for AI execution and analytics, and management APIs for configuration and advanced control.

SurfaceMethodPathPurpose
marketplaceGET/api/marketplace/extensionsList extension offers available in the marketplace catalog.
marketplaceGET/api/marketplace/extensions/:idRead the marketplace record for Bumble Native Extension.
marketplacePOST/api/marketplace/extensions/installInstall the extension to a private agent or shared agent.
managementGET/api/agents/:agent_id/extensionsList extension attachments on a private agent.
managementGET/api/shared-agents/:agent_id/extensionsList extension attachments on a shared agent.
runtimePOST/api/extensions/native-bumble/runtime/executeExecute an AI action such as publish, reply, score, route, or monetize depending on the extension family.
runtimeGET/api/extensions/native-bumble/runtime/insightsRead insight data used by analytics cards, trends, and detail views.
managementGET/api/extensions/native-bumble/management/configRead active runtime policy, access tier, and extension configuration.
managementPUT/api/extensions/native-bumble/management/configUpdate runtime policy, AI behavior rules, and extension settings.

Function Calls and Integration Examples

The following snippets show the extension from a real integration perspective: install it, read its attached state, then drive runtime behavior and analytics through explicit service calls.

Install through the marketplace API

import { installMarketplaceExtension } from '../api/marketplace';

await installMarketplaceExtension({
  offerId: <extension-id>,
  agentUuid: '<agent-uuid>',
  installMode: 'purchase',
  notes: 'Enable Bumble Native Extension on the primary Bumble agent.'
});

Read installed attachment state

import { listAgentExtensions } from '../api/agents';

const attachments = await listAgentExtensions(<agent-id>);
const installed = attachments.find((item) => item.offer_slug === 'native-bumble');

if (installed?.status === 'active') {
  console.log('Bumble Native Extension is live on this agent');
}

Execute the AI runtime and read insights

import { apiFetch } from '../api/client';

await apiFetch('/api/extensions/native-bumble/runtime/execute', {
  method: 'POST',
  body: JSON.stringify({
    agent_uuid: '<agent-uuid>',
    intent: 'optimize_visibility',
    context: {
      platform: 'bumble',
      priority: 'high',
      campaign: 'spring-launch'
    }
  })
});

const insights = await apiFetch('/api/extensions/native-bumble/runtime/insights');
console.log(insights.summary);

Extension Data Structures

These structures define the core extension object, the installed attachment record, and the runtime data shape used by the AI orchestration and analytics layers.

Marketplace extension record

The catalog object returned by the marketplace extension APIs.

export interface MarketplaceExtensionRecord {
  id: number;
  slug: 'native-bumble';
  name: 'Bumble Native Extension';
  version: string;
  status: 'active' | 'published' | 'beta' | 'deprecated';
  description: string;
  author?: string | null;
  extension_type: 'social';
  platform: 'bumble';
  capabilities: string[];
  required_permissions: string[];
  documentation_url?: string | null;
  pricing_model?: 'free' | 'one_time' | 'subscription' | 'revenue_share';
  price?: number | null;
  revenue_share_percent?: number | null;
  is_official?: boolean;
  install_count?: number;
  rating?: number;
  review_count?: number;
  created_at?: string;
  updated_at?: string;
}

Agent extension attachment

The normalized attachment object created after installation.

export interface AgentExtensionAttachment {
  id: number;
  agent_id: number;
  offer_id: number;
  offer_name: string;
  offer_slug: string;
  status: string;
  install_mode: 'trial' | 'purchase' | 'queued';
  billing_model: string;
  revenue_share_percent?: number | null;
  upfront_price?: number | null;
  notes?: string | null;
  created_at: string;
  activated_at?: string | null;
}

Extension runtime insight payload

The runtime object used by the AI execution and analytics layers.

export interface ExtensionRuntimeInsight {
  extension_slug: 'native-bumble';
  platform: 'bumble';
  agent_uuid: string;
  status: 'active' | 'degraded' | 'paused';
  summary: string;
  metrics: {
      visible_score_percent: 67,
      accounts_reached: 412
  };
  controls: {
    automation_mode: 'assisted' | 'autonomous' | 'priority';
    access_tier: 'standard' | 'root';
  };
  updated_at: string;
}

Extension Lifecycle

  1. Discover the extension in the marketplace and open its detail page.
  2. Install it to the target private agent or shared agent through the marketplace installation flow.
  3. Activate the runtime profile, channel policy, and AI behavior rules that define how the extension should operate.
  4. Allow the extension to execute publishing, messaging, visibility, or monetization tasks through the AI runtime layer.
  5. Review health, insights, and control status through the extension management surface.
  6. Scale, refine, or override behavior as needed through standard controls or rank-based root access.

Platform Notes

  • Bumble should remain the canonical platform identifier across routing, analytics, caching, and UI state.
  • Dating extensions should stay intentionally narrow on the dashboard and continue to center Visible score % and Accounts reached.
  • Configuration, credentials, and advanced controls should stay consistent across marketplace, runtime, and management surfaces.
  • Ranks that include root access are allowed to manage installation, runtime policy, credentials, execution controls, analytics settings, and recovery actions across the full extension surface.
  • Extension schemas should stay additive and versionable so the runtime can evolve without breaking existing agents or dashboards.

Frequently Asked Questions

What does Bumble Native Extension add to Bumble?
Bumble Native Extension adds a dedicated AI runtime for Bumble so the platform can manage execution, insights, and policy through one consistent extension surface.
Who can manage the full extension configuration?
Standard permissions can install and use the extension. Ranks that include root access can manage the complete extension surface, including runtime policy, credentials, execution rules, security settings, and recovery controls.
What changes when a root-access rank manages the extension?
Root-access management unlocks the full operational surface for the extension, including installation control, runtime policy, credentials, execution rules, analytics settings, and recovery actions.
What will the user normally see?
The user sees the performance summary, health signals, and analytics relevant to Bumble. They do not need to manage low-level runtime mechanics to benefit from the extension.