ANOT stands for Atomic Unit of Agency. It is the smallest independent marketing automation you can create in the ANOTS platform. Each ANOT represents a complete, self-contained marketing task that runs automatically after your approval. Examples include: posting to Instagram daily at 10am, writing weekly blog articles about marketing, sending monthly newsletters, or creating social media content calendars. ANOTs are created through natural language conversation with your AI team (Qubik, Themis, Core) and can be modified, paused, or deleted anytime. The free tier includes 3 ANOTs per month.

How does the AI team work in ANOTS?

ANOTS uses a three-agent AI system called TCAM V2: (1) Qubik (Creative Motor) - Generates creative proposals, content ideas, and marketing strategies using models like Gemini 3 Flash or GPT-5.2. (2) Themis (Analytical Motor) - Reviews proposals for risks, costs, brand consistency, and practical constraints using models like Claude Sonnet 4.5 or DeepSeek R1. (3) Core (Synthesizer) - Combines both perspectives into a clear recommendation and presents it to you for approval. Nothing runs without your explicit approval. This three-agent architecture ensures creative ideas are balanced with analytical rigor before execution.

What is Brand Archaeologist and how does it extract brand information?

Brand Archaeologist is ANOTS multi-source brand intelligence system powered by Gemini 3 Pro and Gemini 2.5 Pro. It automatically extracts your brand DNA from three sources: (1) Website Analysis - Crawls up to 12 pages (home, about, products, services, pricing, contact) to extract logos, color palettes (primary, secondary, accent), Google Fonts, brand voice, and messaging. Limited to 2MB total data and same domain only. (2) Document Processing - Analyzes PDF, DOCX, PPTX files for brand guidelines, visual assets, typography rules, and brand standards. (3) Social Media Learning - Connects to Meta (Facebook/Instagram) via OAuth to analyze your last 10 posts for tone, style, and communication patterns. The AI Council (Qubik, Themis, Core) reviews all extracted data and creates a unified brand snapshot with provenance tracking.

What AI models does ANOTS use?

ANOTS uses different AI models per tier: Free (Explorer): Qubik uses Gemini 2.5 Flash, Themis and Core use DeepSeek R1, Brand Archaeologist uses Gemini 3 Pro + Gemini 2.5 Pro. Standard ($9.90/mo): Qubik and Core use Gemini 3 Flash, Themis uses Claude 3.5 Haiku, Brand Archaeologist uses Gemini 3 Pro + Gemini 2.5 Pro. Pro ($49.90/mo): Qubik uses GPT-5.2, Themis uses Claude Sonnet 4.5, Core uses Gemini 3 Pro, Brand Archaeologist uses Gemini 3 Pro + Gemini 2.5 Pro with unlimited excavations. Pro tier also supports BYOK (Bring Your Own Keys) for direct billing to your AI provider.

What platforms and integrations does ANOTS support?

ANOTS uses ActivePieces as the self-hosted workflow engine, providing connections to 200+ apps. Publishing platforms include Instagram, Facebook, Twitter, LinkedIn, WordPress, Medium, Ghost, and Webflow. Analytics and ads platforms include Google Analytics, Google Ads, Facebook Ads, LinkedIn Ads, and HubSpot. Other integrations include Mailchimp, SendGrid, Shopify, WooCommerce, Stripe, Google Drive, Dropbox, Slack, Discord, Zapier, Make, and Airtable. Free tier includes 1 publishing platform and 1 analytics platform. Standard and Pro tiers include all platforms.

How much does ANOTS cost?

ANOTS offers three pricing tiers: Explorer (Free Forever): 3 ANOTs per month, full AI team (Qubik, Themis, Core), Brand Archaeologist with 3 excavations per month, 1 publishing platform, 1 analytics platform, 24-hour Activity Hub view, community support. No credit card required. Standard ($9.90/month): 50 ANOTs per month, faster AI models (Gemini 3 Flash, Claude 3.5 Haiku), Brand Archaeologist with 10 excavations per month, all publishing and analytics platforms, 7-day Activity Hub view, priority email support, cost estimates before operations. Pro ($49.90/month): Unlimited ANOTs, flagship AI models (GPT-5.2, Claude Sonnet 4.5, Gemini 3 Pro), unlimited Brand Archaeologist excavations, BYOK support (bring your own OpenAI/Anthropic/Google keys for zero AI cost), custom Activity Hub range, multi-brand support, white label options, dedicated support.

What is Activity Hub?

Activity Hub is ANOTS centralized tracking system that shows all your marketing automations in one place. It displays what is currently running, what is scheduled for future execution, what has been published, and what failed with error details. Free tier provides 24-hour view, Standard tier provides 7-day view, and Pro tier provides custom date range view. Activity Hub includes daily focus view to keep you organized, monthly calendar for long-term planning, execution history with timestamps, and cost tracking per ANOT.

Does ANOTS require coding or technical knowledge?

No. ANOTS is designed for marketers, not developers. You create ANOTs through natural language conversation with your AI team. Simply tell Qubik what you need (e.g., "Post to Instagram daily at 10am with product photos"), and the AI team handles the technical implementation. The approval workflow shows you exactly what will happen before execution. No coding, no complex configurations, no technical setup required. However, Pro tier users can optionally use BYOK (Bring Your Own Keys) for advanced API integrations.

How does the approval workflow work?

ANOTS uses an approval-based workflow where nothing runs without your explicit permission. The process: (1) You chat with your AI team about what you need. (2) Qubik creates a detailed proposal with content, strategy, and execution plan. (3) Themis reviews the proposal for risks, costs, brand consistency, and constraints. (4) Core synthesizes both perspectives and presents a clear recommendation. (5) You see the full plan, review all details, check estimated costs, and then approve or reject. (6) Only after your approval does the ANOT start running automatically. You can pause, modify, or delete any ANOT at any time.

What brand elements can ANOTS extract automatically?

Brand Archaeologist extracts comprehensive brand elements: Visual Identity includes logo variations (primary, secondary, favicon), color palette with hex codes (primary, secondary, accent colors), typography and Google Fonts with weights and styles, and image style patterns. Brand Voice includes tone and communication style (formal, casual, professional, friendly), key messaging and taglines, product and service descriptions, and value propositions. Company Context includes about summary and mission statement, product and service catalog, industry positioning and competitive advantages, and target audience insights. All extracted data includes provenance tracking showing which source (website, document, or social media) each element came from.

Why ANOTS Uses Multiple AI Models (And You Should Too)

Most AI tools lock you into one model. ChatGPT, Claude, or Gemini.

ANOTS uses all three. Here's why that matters.

The Single-Model Problem

If you build everything on GPT-4:

Risk 1: Pricing changes
OpenAI raises prices. Your costs double overnight.

Risk 2: API outages
OpenAI goes down. Your entire operation stops.

Risk 3: Model deprecation
OpenAI retires GPT-4. You have to rebuild everything.

Risk 4: Rate limits
You hit usage caps. Your automations queue up.

Risk 5: Model limitations
GPT-4 isn't best at everything. You're stuck with suboptimal results.

This isn't theoretical. All of these have happened.

The Multi-Model Advantage

ANOTS supports:

GPT-4 & GPT-5 (OpenAI)
Claude 3.5 & 4 (Anthropic)
Gemini 2.0 & 3 (Google)

Why?

1. Best Tool for Each Job

Different models excel at different tasks:

GPT-4: Best for creative writing, brainstorming, general knowledge
Claude: Best for long-form content, analysis, following instructions
Gemini: Best for multimodal tasks, speed, cost-effectiveness

Example workflow:

Qubik uses GPT-4 for creative social posts
Themis uses Claude for detailed review
Core uses Gemini for fast data analysis

Each agent uses the best model for its job.

2. Cost Optimization

Model pricing varies wildly:

GPT-4: $0.03 per 1K tokens (expensive)
Claude 3.5: $0.015 per 1K tokens (medium)
Gemini 2.0: $0.0001 per 1K tokens (cheap)

Smart routing saves money:

Use Gemini for simple tasks (90% of requests)
Use Claude for complex analysis (8% of requests)
Use GPT-4 for creative work (2% of requests)

Result: 10x cost reduction without quality loss.

3. Reliability Through Redundancy

If OpenAI goes down:

Automatically failover to Claude
Users don't notice
Automations keep running

If Claude is slow:

Route to Gemini
Maintain speed
No user impact

This is infrastructure-level reliability.

4. Future-Proofing

New models launch constantly:

GPT-5 (coming soon)
Claude 4 (in development)
Gemini 3 Pro (announced)

With ANOTS:

We add new models as they launch
You get access automatically
No migration required
No code changes needed

Your automations improve without you doing anything.

How ANOTS Routes Requests

Our intelligent routing:

Step 1: Analyze the Task

What type of content?
How complex?
How urgent?
What's the budget?

Step 2: Select Model

Creative task → GPT-4
Analytical task → Claude
Simple task → Gemini
Urgent task → Fastest available

Step 3: Execute with Fallback

Try primary model
If unavailable, try secondary
If slow, try faster alternative
Always deliver results

Step 4: Learn and Optimize

Track performance
Measure quality
Monitor costs
Adjust routing

This happens automatically. You just see results.

Real Performance Data

We tested 1,000 social media posts:

Single Model (GPT-4 only):

Average cost: $2.50 per post
Average time: 8 seconds
Uptime: 99.2%
Quality score: 8.5/10

Multi-Model (ANOTS):

Average cost: $0.35 per post (86% cheaper)
Average time: 3 seconds (62% faster)
Uptime: 99.9% (better reliability)
Quality score: 8.7/10 (slightly better)

Multi-model wins on every metric.

Tier-Based Access

Explorer (Free):

Gemini 2.0 Flash
Basic models
Good for testing

Standard ($9.90/month):

Gemini 3 Flash
Claude 3.5 Haiku
Better quality

Pro ($49.90/month):

GPT-5.2
Claude Sonnet 4.5
Gemini 3 Pro
Best available models
Automatic routing
BYOK (Bring Your Own Keys)

BYOK: Bring Your Own Keys

Pro users can:

Use their own API keys
Get direct billing from providers
Avoid ANOTS markup
Keep full control

This is unique. Most platforms force you to use their keys (and pay their markup).

The Extended Thinking Advantage

Pro tier includes extended thinking chains:

Standard thinking: "Create a social post about our new feature" → Post generated

Extended thinking (Pro only): "Create a social post about our new feature" → Analyze target audience → Review past performance → Consider current trends → Draft multiple options → Evaluate each option → Select best approach → Generate final post

You see the AI's reasoning process. This is only possible with advanced models.

Don't: Use the most expensive model for everything
Do: Route intelligently based on task

Don't: Ignore new models
Do: Test and integrate new models as they launch

Don't: Manage this yourself
Do: Use a platform that handles it (like ANOTS)

The Future

AI models are improving fast:

GPT-5: 10x better than GPT-4
Claude 4: Longer context, better reasoning
Gemini 3: Multimodal, faster, cheaper

With ANOTS:

You get access to all of them
Automatically
No migration
No code changes

Your automations get better without you doing anything.

Getting Started

Explorer tier: Try Gemini 2.0 for free
Standard tier: Upgrade to better models
Pro tier: Get flagship models + BYOK

Start free, upgrade when you need more power.

Ready to try multi-model AI? Start free with ANOTS.

Questions about AI models? Ask Echo (the chat bot) or contact us.