Complete FullSignal Platform Feature List

Comprehensive feature specification for the white-label service offering.

Last updated: March 24, 2026

Recent product additions (Dec 24, 2025 – Mar 24, 2026)

Shipped capabilities and major UX changes in the last three months; complements the pillar sections below.

Knowledge, ingestion, and research

  • Multiple knowledge bases per client — isolated KBs with user selection; onboarding scrape modules support Multi-KB.
  • Deep research hardening — async Firecrawl agent jobs with reconciliation/recovery; parallel multi-source research with persisted sub-query state; Firecrawl prompt/credit caps; SSE recovery and per-agent progress; optional exclusion of Human KB for source-pure runs; 10K prompt guard with KB context truncation.
  • Market intelligence cleanup — delete flows for competitor reports and deep research; progress / “Reports Run” includes external API deep research completions.
  • PDF / OCR — Firecrawl PDF Parser v2 with explicit parser choice and richer metadata; PDF ingestion path aligned with Firecrawl; document OCR fixes.
  • KB images — save generated images into KB Images; reference-image system (multi-tag, Exact toggle, labeling); prompt refinement API; image count in KB stats; image management surfaced inside the Knowledge Base panel.

Brand monitor and visibility

  • Analysis quality — frequency and robustness testing APIs; extended analyze timeouts; Gemini model upgrades; JSON truncation recovery; structured action items in Deep Analysis; markdown rendering for key insights; deep analysis tab with KB integration.
  • Competitor identification — industry-agnostic flow; live URL validation; Anthropic web search support; provider prioritization tuning.

Growth, billing, and onboarding

  • Checkout and lifecycle — unified checkout with auto-onboarding; post-checkout auto sign-in; client slug customization; client creation source tracking; subscription management in billing panel; Autumn sync and duplicate-customer fixes; trial messaging (Essential 7-day trial, subscribe page redesign); custom plan inquiry on contact page; contact form rate limiting.
  • Platform Guide — free access with usage analytics.
  • Operations — bulk client deletion and schema-aware cleanup scripts; delete-client overhaul; RLS fixes (e.g. subscription requests, email history, external deep research runs, dynamic KB tables); Redis rate limiting and caching; connection pool tuning for Supabase pooler.

Marketing / SEO

  • Landing hero, testimonials, scroll animations, DNA-inspired stacked sections, GSAP on contact forms; sitemap, robots.txt, agents.txt, and LLM discovery files.

Quality and tooling

  • Playwright CLI skill/tooling; expanded core tests (SSE contracts, pinned decisions, guide commands, publish generation, Telegram connect, brand monitor E2E).

Global

Platform foundation: branding, knowledge, models, infrastructure, integrations, and developer stack.

White-Label Platform

  • Fully branded under your agency
  • Custom domain + custom UI
  • Self-hosted deployment
  • Multi-tenant architecture for unlimited clients

Agency Expertise Layer

  • Centralized Agency Knowledge Base
  • Trust levels + content precedence (1–5 scale)
  • Source attribution / grounded outputs
  • Messaging frameworks + tone systems
  • Compliance checklists
  • Competitive intelligence storage
  • Learning profiles that evolve automatically from usage patterns

Client Brand Layer

  • Per-client knowledge base with client-scoped isolation
  • Brand voice configuration with character traits
  • Style guides + tone modifiers
  • Client content library upload
  • Competitive intelligence ingestion
  • Projects: organize and share exact AI outputs across teams

Replaceable Model Layer

  • Model-agnostic architecture
  • Swappable providers without regressions
  • Dynamic model configuration (no hardcoded IDs)
  • OpenAI models: GPT-5.4 (tier defaults), GPT-5.2, GPT-5.2 Chat Latest, GPT-5.2 Pro, GPT-5.1 Chat Latest, GPT-4o, GPT-4o Mini, GPT-4 Turbo
  • Anthropic models: Claude Sonnet 4.5, Claude Haiku 4.5, Claude 4 Sonnet, Claude 3.5 Sonnet Latest, Claude 3.5 Sonnet
  • Google models: Gemini 3.1 Pro Preview, Gemini 2.5 Pro, Gemini 2.5 Flash, Gemini 2.0 Flash (Experimental)
  • Image models: Nano Banana 2 and provider-managed image pipelines with retry handling for transient failures

Knowledge Ingestion & Intelligence

  • Website crawling with depth control and sitemap processing
  • PDF + document upload (TXT, MD, CSV, JSON)
  • OCR / vision extraction for images, scans, charts, graphs, tables
  • Semantic vector search with embeddings for natural-language relevance
  • URL extraction for competitor research
  • Manual text entry for brand guidelines and notes
  • Learning profiles capturing live usage patterns
  • Enhanced style guide extraction via Firecrawl branding API (fonts, colors, visual language)
  • Tag editing + KB reorganization tools
  • Trust level badges (Authoritative, High Trust, Trusted, Low Trust, Unverified)
  • Priority document bypass for critical content
  • Save chat outputs directly to Knowledge Base

Secure Infrastructure

  • Postgres with pgvector extension for semantic search
  • Row-level security (RLS) for multi-tenant isolation
  • Encrypted environment variables
  • Self-hosted deployment capability
  • Multi-pipeline credential safety
  • Session-based authentication with Better Auth
  • Enterprise-grade audit logging
  • API key management with usage limits
  • OAuth credential storage for integrations
  • Redis-based rate limiting and caching infrastructure
  • Safe logging (no sensitive environment variable output)

Integrations — Active platform services

  • Stripe — billing integration
  • Autumn — credit management
  • Firecrawl — web crawling and branding API
  • Supabase — vector database with pgvector
  • OpenAI — GPT models + embeddings
  • Anthropic — Claude models
  • Google — Gemini models + image generation
  • Gmail — workflow automation, scheduled reports, email delivery

Integrations — MCP server (platform API)

  • Each client chat agent exposed as an MCP tool with per-client API keys (dk_live_*)
  • generate_content — full KB-grounded content generation via MCP
  • batch_generate — batch content generation (1–100 items, configurable parallelism)
  • External agents (Claude Desktop, custom agents) connect directly to client context
  • Same quality pipeline as dashboard: KB retrieval, character traits, model selection, output formatting, source attribution
  • Client-scoped isolation — API key determines client access, no cross-client leakage
  • mcpAccessEnabled flag per client with platform-gated MCP access on API keys
  • Rate limits, monthly quotas, and usage logging per API key
  • MCP usage tracking: tool name, agent identifier, tokens used, response time, success/error

Integrations — Catalog, nodes & extensibility

MCP service catalog & connections

  • Admin-managed service catalog (add, enable/disable, delete services)
  • Per-client service connections with credential storage
  • Available tool discovery per connected service
  • Connection testing and health checks
  • OAuth integration for services requiring it (Gmail)
  • Platform-managed services (Firecrawl, Gmail) with internal wrappers

MCP workflow nodes

  • mcp_tool node type in visual workflow builder
  • Service selection from connected MCP services
  • Variable interpolation ({{variable}} syntax) for dynamic arguments
  • Special handling for Firecrawl (internal) and Gmail (direct API with validation)
  • Email deduplication and KB refinement for Gmail sends

MCP extensibility

  • Connect any MCP-compatible service via the admin catalog
  • Add custom MCP servers using the standard protocol
  • Agency-specific tool integrations through the service catalog
  • Examples: Shopify, Airtable, Slack, Notion, or any MCP-enabled tool

Developer Stack

  • Next.js 15 (App Router)
  • React 19
  • TypeScript (strict mode, zero any types)
  • Tailwind v4
  • Drizzle ORM with connection pooling
  • Streaming responses with Server-Sent Events
  • Vercel AI SDK (unified model access)
  • Modular architecture for customization
  • Migration system for database evolution
  • Background job processing for workflows
  • Built-in services: Stripe, Autumn, Firecrawl, Supabase (pgvector), OpenAI, Anthropic, Google, Gmail

Admin

Agency control panel, analytics, ROI, credits, and admin-side MCP and model controls.

Account credit usage
Account credit usage

Admin Console (Agency Control Panel)

  • Multi-tenant client management
  • Client-scoped data isolation with Row Level Security
  • Role-based permissions (admin, member, viewer)
  • Usage analytics with time-based filtering
  • Credit controls via Autumn integration
  • Audit trails with CSV export
  • Credential vault
  • API keys per client (tier-gated)
  • Global system configurations
  • Character trait management
  • Template library management
  • Model configuration (enable/disable per tier)
  • Paused client badge system
  • Workflow template management
  • Admin activity tracking (including session login data)
  • KB admin tools (bulk delete all KB documents)
  • MCP access controls — mcpAccessEnabled per client; admin-managed MCP service catalog

Admin Analytics & Client Insights

  • Per-client and cross-client usage metrics
  • User activity and engagement patterns
  • Message volume tracking (daily, weekly, monthly trends)
  • Active user counts and growth tracking
  • Top users by message volume
  • Character trait usage distribution
  • Workflow execution monitoring
  • One-click data refresh with 5-minute cache
  • CSV export for leadership reporting
  • Insight trends for agency performance monitoring
  • Client Insights with cached analytics

Reporting & ROI Automation

  • Industry-backed ROI calculation model for progress tracking
  • Automated usage tracking and credit logging
  • Time-saved metrics via message volume
  • KB usage tracking with document references
  • Team activity visualization
  • Exportable summaries via CSV
  • Performance monitoring dashboards
  • Scheduled workflow reports via Gmail
  • Competitive analysis automated reports
  • Content intelligence digest emails

Recent product additions — Admin

  • Usage overview replacing question-pattern views; lazy-loaded clients; MCP access controls; model type inference and tier normalization; bulk model assignment filters.

Market Intel

Deep research, brand monitor, and content architecture for market-facing intelligence.

Deep research profile builder
Deep research profile builder
Market intelligence overview
Market intelligence overview

Content Architecture & Market Intelligence

Deep Research

5–10 minute research sessions analyzing:

  • High-performing content patterns with real examples
  • Audience psychology and motivations
  • Target customer profiles from deep research
  • Proven structures across platforms
  • 15–20 content patterns (headlines, hooks, CTAs, structures, formats)
  • 10–15 real examples with URLs and citations
  • 3–5 actionable templates with step-by-step guides
  • Universal action items requirement in deep research reports
  • Progressive streaming updates during analysis
  • Save analyses directly to Knowledge Base with embeddings

Brand Monitor

  • AI-powered competitor discovery
  • Share-of-voice intelligence
  • Sentiment detection + sentiment markers
  • Visibility scoring across providers (ChatGPT, Claude, Gemini)
  • Provider ranking table (OpenAI, Anthropic, Google)
  • Multi-column layout for side-by-side competitor insights
  • Geographic relevance for competitor analysis
  • Progressive streaming updates
  • Save insights directly to KB with embeddings
  • AEO visibility audit + actionable recommendations system

Create

Chat, personas, templates, collaboration, and in-app notifications.

Agent chat dashboard
Agent chat dashboard

Team Collaboration & Organization

  • Projects feature: organize and share exact AI-generated responses
  • Centralized content collections visible to entire client team
  • AI-powered label generation for organized responses
  • Multiple project assignment per response
  • Click-through navigation from saved responses to full conversations
  • Project filtering across conversation history

Characters & Personas

  • Global Personalities (built-in):
    • Professional Assistant (default) — business-appropriate tone with output modifiers for email, LinkedIn, proposals, documentation, meetings, reports
    • Creative Writer — storytelling and engagement with modifiers for blog, social, marketing, newsletters, stories, scripts
    • Technical Expert — precise technical language with modifiers for documentation, tutorials, analysis, API docs, architecture, code reviews
    • Brand Ambassador — client-specific brand voice with modifiers for brand posts, customer service, announcements, PR, social responses, campaigns
  • Customization:
    • Custom personas per client or vertical
    • Per-character output modifiers by content type
    • Persona-guided reasoning for high-precision outputs
    • Character trait selection in dashboard
    • Admin character trait management (create, edit, visibility scoping)

Output Templates

  • Strategy: Campaign Strategy, Single Goal Campaign
  • Social: LinkedIn Post, LinkedIn Timeline Post, Social Media Post Text, Social Media Caption, New Feature Post
  • Content: Headlines, Hooks & Headlines, Blog Article, Landing Page, Image Prompt, Shopify Product Description, Shopify Blog Post
  • Communications: Professional Email
  • Design: Social Image Prompt, Hero Image Prompt, Ad Creative Prompt, Diagram Prompt, Design Concept Prompt
  • Default: General Response (conversational mode)
  • Categories displayed in chat: Strategy, Social, Content, Communications, Design
  • Custom prompts with usage tracking per client
  • Admin-managed template library (add, edit, enable/disable per tier)

Notifications (Robust)

  • Unified in-app notification system
  • Notification management UI
  • Actionable notification types
  • Mark all as read
  • Admin notifications sync to new users
  • Notifications for report completion + onboarding messaging

Recent product additions — Chat, content queue, and publishing

  • Client chat — restored true SSE token streaming for dashboard chat; conversation continuity via token-budget context windowing; [GUIDE …] platform guide bracket commands; [WORKFLOW RUN|LOAD|SAVE|SCHEDULE] bracket commands; Workflows starter-row popover; pinned decisions (UI, persistence, core tests); inline PDF and long-form output handling; real-time streaming of image-generation errors; regenerate guard and reference-image dropdown; enlarged thumbnails and inline file layout tweaks.
  • Content queue — multi-element batch generation; prompt metadata and conversation linking; protected-client toggle; batch delete; CoverReveal-style motion on queue and project lists.
  • Publishing — shared refinement pipeline; content-family-aware filtering; title deduplication and draft normalization; keep-publish toggle; multi-source featured image selection and direct upload; composition / brand rules (e.g. AI-tell suppression).
  • Blog platform — minimal blog/changelog with inline human-client publishing to subdomain; AI-generated TL;DR; Next.js Image for markdown images; sanitizer improvements (draft markers, editorial pattern stripping).

Automate

Visual workflows, scheduling, templates, nodes, and delivery integrations.

Workflow builder
Workflow builder

Workflow Automation — Builder & scheduling

Visual Builder

  • Drag-and-drop workflow canvas with React Flow
  • Visual node IDs for variable reference
  • Real-time validation and testing

Scheduling & Triggers

  • Time-based scheduled workflows (daily, weekly, monthly)
  • Manual trigger workflows
  • Automated execution with background processing

Workflow Automation — Pre-built templates

Content

  • Web Research to Blog Post — scrape any URL, generate polished blog post
  • Competitor Content Analysis — scrape competitor, generate strategic analysis
  • Weekly Research Digest — search industry topics, generate curated digest
  • Content Refresh from Past Article — scrape + search, rewrite with current data
  • Multi-Platform Social Content — generate LinkedIn, Twitter, and Facebook posts in one run

Research

  • Deep Competitor Intelligence — autonomous deep research into competitive landscape
  • Industry Trends Report — deep research into market shifts and emerging trends
  • Pricing Intelligence Report — deep research into competitor pricing strategies
  • Customer Insights Research — deep research into customer needs and objections

Communication

  • Generate and Send Email Newsletter — research, write, and send via Gmail
  • Blog Post to Email Campaign — scrape blog, convert to email, send via Gmail
  • Deep Research to Newsletter — deep research into topic, generate newsletter, send via Gmail

Intelligence

  • Competitor Change Alert — monitor competitor pages, email alerts on changes

Commerce

  • Shopify Product Launch — AI-generated product descriptions (coming soon)

Workflow Automation — Nodes & output

Workflow nodes

  • Start nodes (manual trigger, scheduled)
  • AI Generate (content creation with full KB context)
  • Deep Research (autonomous multi-minute research sessions)
  • Firecrawl Scrape + Search
  • Gmail Send (automated email reports and outreach)
  • Competitor Tracking (monitor pages for changes)
  • MCP Tool nodes (extensible integrations via service catalog)
  • Condition/Branch logic
  • Approval gates
  • Platform Email (internal notification delivery)
  • Output nodes

Intelligence workflows

  • Competitive analysis with automated reporting
  • Target customer profile research
  • Content structure recommendations from deep research
  • Automated Gmail delivery of insights

Output management

  • Save workflow outputs to conversations
  • Save to Knowledge Base with embeddings
  • Email results via Gmail integration
  • Chain multiple workflows together
  • Workflow execution status tracking

Recent product additions — Workflows, integrations, and external API

  • Telegram — account linking, tier-gated availability, webhook handling, DM chat using client KB context; workflow nodes (trigger, send, reset thread) and templates (e.g. daily brief, brand monitor digest, research summary).
  • Platform Email node — workflow delivery via platform email with template/markdown improvements and Gmail signature handling fixes.
  • Competitor tracking — Market Intelligence overview; scheduled page checks; workflow node; credit tracking and notifications; enhanced operator UI and docs.
  • External / MCP — External API v2 (unified auth, KB endpoints, MCP proxy); external Deep Research API with async Firecrawl; API key resolution via DB; MCP resources/read support; admin MCP access toggle per client; competitor tracking and ingestion credits/notifications.

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