SMartrMarketing – Der KI-Stratege, der dein Marketingwachstum automatisiert

Du verschwendest 30% deines Marketing-Budgets. SMartrMarketing stoppt das. Automatisierte Kampagnen-Optimierung. Echtzeit-Budget-Verwaltung. ROI-Berechnung pro Kanal. Go-to-Market in Tagen statt Monaten. 24/7.

SMartrMarketing KI Marketing Agent

SMartrMarketing – The AI Strategist That Automates Your Marketing Growth

You waste 30% of your marketing budget. SMartrMarketing stops that. Automated campaign optimization. Real-time budget management. ROI calculation per channel. Go-to-market in days instead of months. 24/7.

SMartrMarketing AI Marketing Agent

SMartrMarketing – ReAct-basierte Growth-Marketing-Plattform mit Multi-Platform-Ad-API-Orchestrierung

Autonomer KI-Agent auf Agent-Zero-Basis. Google Ads API, Meta Marketing API, LinkedIn Marketing Developer Platform, TikTok Business API. Bayesian A/B-Testing, Multi-Touch-Attribution-Modellierung, ROAS-Optimierung via Linear Programming. DSGVO/EU-AI-Act-konform.

SMartrMarketing – ReAct-Based Growth Marketing Platform with Multi-Platform Ad API Orchestration

Autonomous AI agent built on Agent Zero. Google Ads API, Meta Marketing API, LinkedIn Marketing Developer Platform, TikTok Business API. Bayesian A/B testing, multi-touch attribution modeling, ROAS optimization via linear programming. GDPR/EU AI Act compliant.

30% weniger

verschenktes Budget durch automatische Optimierung

30% less

wasted budget through automatic optimization

3,5x höher

ROAS durch kanalübergreifende Optimierung

3.5x higher

ROAS through cross-channel optimization

48h statt 6Wo

Go-to-Market-Zeit mit KI-Strategie

48h vs 6wk

go-to-market time with AI strategy

Das Marketing-Dilemma 2026

The Marketing Dilemma 2026

Marketing-Teams 2026 stehen unter Druck. Jeder Euro muss gerechtfertigt werden. Jede Kampagne muss ROI liefern. Aber die Realität: 30% des Budgets verschwinden in unterperformenden Kanälen. Niemand merkt es rechtzeitig.

Die Plattformen multiplizieren sich. Google Ads, Meta Ads, LinkedIn, TikTok, X, Pinterest – jeder Kanal hat seine eigene API, sein eigenes Targeting, seine eigenen Metriken. Manuelle Verwaltung ist nicht mehr skalierbar.

Go-to-Market-Strategien dauern Wochen. Wettbewerbsanalysen werden in Excel geführt. A/B-Tests brauchen 14 Tage für statistische Signifikanz. Wer manuell arbeitet, verliert Zeit. Und Zeit ist Marketshare.

SMartrMarketing tritt an, um genau diese Lücke zu schließen. Der Agent optimiert Kampagnen in Echtzeit. Er verschiebt Budget automatisch. Er berechnet ROI pro Kanal. Und er entwickelt Go-to-Market-Strategien in 48 Stunden statt 6 Wochen.

Marketing teams in 2026 are under pressure. Every euro must be justified. Every campaign must deliver ROI. But the reality: 30% of budget disappears into underperforming channels. Nobody notices in time.

Platforms are multiplying. Google Ads, Meta Ads, LinkedIn, TikTok, X, Pinterest – each channel has its own API, its own targeting, its own metrics. Manual management is no longer scalable.

Go-to-market strategies take weeks. Competitive analyses are managed in Excel. A/B tests need 14 days for statistical significance. Anyone working manually loses time. And time is market share.

SMartrMarketing is designed to close exactly this gap. The agent optimizes campaigns in real time. It shifts budget automatically. It calculates ROI per channel. And it develops go-to-market strategies in 48 hours instead of 6 weeks.

Fünf Kernfunktionen

Five Core Functions

1. Kampagnen-Automatisierung & Optimierung

SMartrMarketing verwaltet deine Kampagnen über alle Plattformen hinweg. Der Agent erstellt, startet, pausiert und optimiert Kampagnen automatisch. Er passt Gebote an, testet Creatives und optimiert Targeting in Echtzeit.

Beispiel: Ein B2B-Unternehmen läuft auf Google Ads, LinkedIn Ads und Meta Ads. SMartrMarketing analysiert alle drei Kanäle gleichzeitig. Erkennt: LinkedIn liefert 4,2x ROAS, Google Ads 2,1x, Meta Ads 0,8x. Der Agent verschiebt 40% des Meta-Budgets zu LinkedIn. Meta-Campaigns werden auf neue Zielgruppen getestet. Nach 7 Tagen: Meta ROAS steigt auf 1,9x. Gesamt-ROAS: von 2,0x auf 3,4x.

2. Echtzeit-Budget-Optimierung

SMartrMarketing überwacht dein Marketing-Budget kontinuierlich. Der Agent erkennt Budget-Verschwendung in Echtzeit. Er verschiebt Budget von unterperformenden zu top-performing Kampagnen. Automatisch. Ohne manuellen Eingriff.

Detail: Der Agent pullt Performance-Daten alle 15 Minuten. CTR, CPC, Conversion-Rate, ROAS pro Kampagne, pro Ad-Group, pro Creative. Algorithmus: Multi-Armed-Bandit für Budget-Allokation. Wenn Kampagne A ROAS 4x liefert und Kampagne B ROAS 0,8x: Budget-Verschiebung von B zu A. Threshold: 20% Budget-Verschiebung pro Tag. Approval-Workflow für Verschiebungen >50%. Ergebnis: 30% weniger verschwendetes Budget. Durchschnittliche ROAS-Steigerung: 75%.

3. ROI-Berechnung pro Kanal

SMartrMarketing berechnet ROI für jeden Kanal, jede Kampagne, jedes Creative. Der Agent nutzt Multi-Touch-Attribution-Modellierung. Kein Last-Click-Blindflug mehr. Jeder Touchpoint bekommt den richtigen Credit.

Modell: Data-Driven Multi-Touch Attribution statt Last-Click. Der Agent analysiert den gesamten Customer Journey: Erster Kontakt (Display-Ad), Mitte (Search-Ad, Social-Post), Ende (Conversion via Email). Jeder Touchpoint erhält gewichteten Credit. Shapley-Wert-basierte Attribution für faire Verteilung. Ergebnis: Du weißt genau, welcher Kanal welchen Beitrag leistet. Budget-Allokation basiert auf Daten, nicht auf Bauchgefühl.

4. Go-to-Market-Strategie in 48 Stunden

SMartrMarketing entwickelt Go-to-Market-Strategien in 48 Stunden statt 6 Wochen. Der Agent analysiert Markt, Wettbewerb, Zielgruppe und Kanäle. Er erstellt eine vollständige GTM-Roadmap mit Timelines, Budgets und KPIs.

Pipeline: Phase 1 (4h): Marktanalyse – TAM/SAM/SOM, Wachstumsraten, Trends. Phase 2 (6h): Wettbewerbsanalyse – Positionierung, Pricing, Kanäle, Stärken/Schwächen. Phase 3 (8h): Zielgruppen-Analyse – Personas, Pain-Points, Channels, Buying-Behavior. Phase 4 (12h): Kanal-Strategie – Welche Plattformen, welche Botschaften, welches Budget. Phase 5 (18h): GTM-Roadmap – Timeline, Meilensteine, KPIs, Budget-Allokation, Risk-Mitigation. Ergebnis: 40-seitige GTM-Strategie in 48 Stunden.

5. Wettbewerbsanalyse in Echtzeit

SMartrMarketing überwacht deine Wettbewerber kontinuierlich. Der Agent trackt deren Kampagnen, Pricing, Positionierung und Social-Media-Aktivitäten. Bei Veränderungen erhältst du sofort Alerts.

Monitoring: Werbe-Kreativ-Analyse (welche Ads laufen, welche Creatives neu sind), Pricing-Tracking (Preisänderungen, Rabatt-Aktionen), SEO-Tracking (Ranking-Veränderungen, neue Keywords), Social-Media-Monitoring (Posting-Frequenz, Engagement, Follower-Wachstum), Content-Analyse (Blog-Posts, Whitepapers, Webinare). Bei kritischen Veränderungen: Alert innerhalb von 60 Minuten. Mit Analyse und Handlungsempfehlung.

SMarTrMarketing entwickelt Growth-Strategie und Kampagnen

1. Campaign Automation & Optimization

SMartrMarketing manages your campaigns across all platforms. The agent creates, launches, pauses and optimizes campaigns automatically. It adjusts bids, tests creatives and optimizes targeting in real time.

Example: A B2B company runs on Google Ads, LinkedIn Ads and Meta Ads. SMartrMarketing analyzes all three channels simultaneously. Detects: LinkedIn delivers 4.2x ROAS, Google Ads 2.1x, Meta Ads 0.8x. The agent shifts 40% of Meta budget to LinkedIn. Meta campaigns are tested with new audiences. After 7 days: Meta ROAS rises to 1.9x. Overall ROAS: from 2.0x to 3.4x.

2. Real-Time Budget Optimization

SMartrMarketing monitors your marketing budget continuously. The agent detects budget waste in real time. It shifts budget from underperforming to top-performing campaigns. Automatically. Without manual intervention.

Detail: The agent pulls performance data every 15 minutes. CTR, CPC, conversion rate, ROAS per campaign, per ad group, per creative. Algorithm: multi-armed bandit for budget allocation. If campaign A delivers ROAS 4x and campaign B ROAS 0.8x: budget shift from B to A. Threshold: 20% budget shift per day. Approval workflow for shifts >50%. Result: 30% less wasted budget. Average ROAS increase: 75%.

3. ROI Calculation Per Channel

SMartrMarketing calculates ROI for every channel, every campaign, every creative. The agent uses multi-touch attribution modeling. No more last-click blindness. Every touchpoint gets the right credit.

Model: Data-driven multi-touch attribution instead of last-click. The agent analyzes the entire customer journey: first contact (display ad), middle (search ad, social post), end (conversion via email). Each touchpoint receives weighted credit. Shapley value-based attribution for fair distribution. Result: You know exactly which channel contributes what. Budget allocation based on data, not gut feeling.

4. Go-to-Market Strategy in 48 Hours

SMartrMarketing develops go-to-market strategies in 48 hours instead of 6 weeks. The agent analyzes market, competition, target audience and channels. It creates a complete GTM roadmap with timelines, budgets and KPIs.

Pipeline: Phase 1 (4h): market analysis – TAM/SAM/SOM, growth rates, trends. Phase 2 (6h): competitive analysis – positioning, pricing, channels, strengths/weaknesses. Phase 3 (8h): audience analysis – personas, pain points, channels, buying behavior. Phase 4 (12h): channel strategy – which platforms, which messages, which budget. Phase 5 (18h): GTM roadmap – timeline, milestones, KPIs, budget allocation, risk mitigation. Result: 40-page GTM strategy in 48 hours.

5. Real-Time Competitive Analysis

SMartrMarketing monitors your competitors continuously. The agent tracks their campaigns, pricing, positioning and social media activities. You receive instant alerts on changes.

Monitoring: ad creative analysis (which ads are running, which creatives are new), pricing tracking (price changes, discount campaigns), SEO tracking (ranking changes, new keywords), social media monitoring (posting frequency, engagement, follower growth), content analysis (blog posts, whitepapers, webinars). On critical changes: alert within 60 minutes. With analysis and action recommendation.

Traditionelles Marketing-Team vs. SMartrMarketing

Traditional Marketing Team vs. SMartrMarketing

SMarTrMarketing developing growth strategy and campaigns
KriteriumSMarTrMarketing optimiert ROI und Budget-AllokationCriterion Traditionelles MarketingTraditional Marketing SMartrMarketing
Budget-OptimierungBudget optimizationMonatliche ReviewsMonthly reviewsEchtzeit, alle 15 MinutenReal-time, every 15 minutes
KanäleChannels3–5, manuell verwaltet3–5, manually managed20+ mit API-Automatisierung20+ with API automation
AttributionAttributionLast-Click (unpräzise)Last-click (imprecise)Multi-Touch, Shapley-WertMulti-touch, Shapley value
A/B-TestsA/B testsManuell, 14 Tage pro TestManual, 14 days per testAutomatisiert, Bayesian, 3–5 TageAutomated, Bayesian, 3–5 days
Go-to-MarketGo-to-market4–6 Wochen4–6 weeks48 Stunden48 hours
WettbewerbsanalyseCompetitive analysisQuartalsweise, manuellQuarterly, manualKontinuierlich, automatisiertContinuous, automated
Budget-VerschwendungBudget waste25–40% des Budgets25–40% of budget<5% durch Auto-Optimierung<5% through auto-optimization
Kosten/MonatCost/month3.000–15.000 € (Agentur/Personal)€3,000–15,000 (agency/staff)ab 25,99 € (Flatrate)from €25.99 (flat rate)

Use Cases aus der Praxis

Real-World Use Cases

SMarTrMarketing optimizing ROI and budget allocation

1. B2B-SaaS: ROAS von 2,1x auf 4,8x in 14 Tagen

Ein B2B-SaaS-Unternehmen mit 15.000 €/Monat Werbebudget. Google Ads: 8.000 €, LinkedIn: 5.000 €, Meta: 2.000 €. SMartrMarketing analysiert alle Kanäle. Erkennt: LinkedIn ROAS 4,2x, Google 2,1x, Meta 0,6x. Verschiebt 1.200 € von Meta zu LinkedIn. Optimiert Google Ads Targeting. Startet A/B-Test für LinkedIn-Creatives. Nach 14 Tagen: Gesamt-ROAS 4,8x. Conversion-Rate +60%. CPL von 85 € auf 38 €.

2. E-Commerce: Budget-Verschwendung von 35% auf 4%

Ein E-Commerce-Shop mit 50.000 €/Monat Werbebudget. 35% verschwendet in unterperformenden Kampagnen. SMartrMarketing identifiziert 7 Dead-Campaigns mit ROAS <0,5x. Pausiert diese automatisch. Verschiebt Budget zu Top-Performern. Optimiert Gebote via Multi-Armed-Bandit. Nach 30 Tagen: Budget-Verschwendung 4%. ROAS von 2,8x auf 4,1x. Zusätzlicher Umsatz: 28.000 €/Monat.

3. Startup: Go-to-Market in 48 Stunden

Ein Startup launcht ein neues Produkt. Traditionelle GTM-Planung: 6 Wochen. SMartrMarketing erstellt die Strategie in 48 Stunden: Marktanalyse (TAM 4,2 Mrd. €), Wettbewerbsanalyse (5 Hauptkonkurrenten), Zielgruppen-Personas (3 Personas mit Pain-Points), Kanal-Strategie (LinkedIn + Google Ads + Content-Marketing), GTM-Roadmap (12 Wochen, 4 Meilensteine, KPIs). Launch erfolgreich. First-Mover-Vorteil gesichert.

4. Agentur: 12 Kunden parallel automatisiert

Eine Marketing-Agentur mit 12 Kunden. Manuelles Kampagnen-Management nicht skalierbar. SMartrMarketing verwaltet alle 12 Kunden parallel. Pro Kunde: 3–5 Kanäle, automatische Budget-Optimierung, A/B-Tests, Reporting. Agentur-Mitarbeiter fokussieren auf Strategie und Kreation. Effizienzsteigerung: 200%. Kunden-ROAS durchschnittlich +85%. Agentur kann 20 Kunden statt 12 betreuen.

5. DTC-Brand: A/B-Testing von 14 Tagen auf 3 Tagen

Eine DTC-Brand mit 25.000 €/Monat Werbebudget. A/B-Tests dauerten 14 Tage für statistische Signifikanz. SMartrMarketing nutzt Bayesian A/B-Testing. Signifikanz in 3–5 Tagen. Der Agent testet Creatives, Headlines, Landing-Pages und Targeting gleichzeitig. 8 parallele Tests. Gewinner werden automatisch live geschaltet. Conversion-Rate steigt von 2,1% auf 3,8% in 60 Tagen.

1. B2B SaaS: ROAS from 2.1x to 4.8x in 14 Days

A B2B SaaS company with €15,000/month ad budget. Google Ads: €8,000, LinkedIn: €5,000, Meta: €2,000. SMartrMarketing analyzes all channels. Detects: LinkedIn ROAS 4.2x, Google 2.1x, Meta 0.6x. Shifts €1,200 from Meta to LinkedIn. Optimizes Google Ads targeting. Launches A/B test for LinkedIn creatives. After 14 days: overall ROAS 4.8x. Conversion rate +60%. CPL from €85 to €38.

2. E-Commerce: Budget Waste from 35% to 4%

An e-commerce shop with €50,000/month ad budget. 35% wasted in underperforming campaigns. SMartrMarketing identifies 7 dead campaigns with ROAS <0.5x. Pauses them automatically. Shifts budget to top performers. Optimizes bids via multi-armed bandit. After 30 days: budget waste 4%. ROAS from 2.8x to 4.1x. Additional revenue: €28,000/month.

3. Startup: Go-to-Market in 48 Hours

A startup launches a new product. Traditional GTM planning: 6 weeks. SMartrMarketing creates the strategy in 48 hours: market analysis (TAM €4.2 billion), competitive analysis (5 main competitors), audience personas (3 personas with pain points), channel strategy (LinkedIn + Google Ads + content marketing), GTM roadmap (12 weeks, 4 milestones, KPIs). Launch successful. First-mover advantage secured.

4. Agency: 12 Clients Managed in Parallel

A marketing agency with 12 clients. Manual campaign management not scalable. SMartrMarketing manages all 12 clients in parallel. Per client: 3–5 channels, automatic budget optimization, A/B tests, reporting. Agency staff focuses on strategy and creation. Efficiency increase: 200%. Client ROAS average +85%. Agency can manage 20 clients instead of 12.

5. DTC Brand: A/B Testing from 14 Days to 3 Days

A DTC brand with €25,000/month ad budget. A/B tests took 14 days for statistical significance. SMartrMarketing uses Bayesian A/B testing. Significance in 3–5 days. The agent tests creatives, headlines, landing pages and targeting simultaneously. 8 parallel tests. Winners go live automatically. Conversion rate rises from 2.1% to 3.8% in 60 days.

ROI-Kalkulation

ROI Calculation

SMartrMarketing kostet ab 25,99 € pro Monat – buchbar im Shop. Was bringt das Investment? Hier die Rechnung für ein Unternehmen mit 20.000 €/Monat Werbebudget.

SMartrMarketing costs from €25.99 per month – available in the shop. What does the investment deliver? Here is the calculation for a company with €20,000/month ad budget.
PositionItem Wert pro JahrValue per year
Budget-Verschwendung reduziert (30% von 240.000 €)Budget waste reduced (30% of €240,000)72.000 €
ROAS-Steigerung (+75% auf 240.000 € Ad-Spend)ROAS increase (+75% on €240,000 ad spend)180.000 €
Marketing-Team-Zeit gespart (40h × 70 €/h × 12)Marketing team time saved (40h × €70/h × 12)33.600 €
GTM-Zeit gespart (4 Wochen × 5 Personen)GTM time saved (4 weeks × 5 people)28.000 €
GesamtwertTotal value313.600 €
Kosten SMartrMarketing (Professional × 12)SMartrMarketing cost (Professional × 12)431,88 €
Netto-ROINet ROI313.168,12 € (72.540%)

Mit ROAS-Steigerung übersteigt der ROI 72.000%. Auch ohne ROAS-Verbesserung liegt er bei über 30.000% durch reduzierte Budget-Verschwendung allein.

With ROAS increases, ROI exceeds 72,000%. Even without ROAS improvement, it is over 30,000% through reduced budget waste alone.

Fallstudie: NexusTools GmbH

Case Study: NexusTools GmbH

Unternehmen: NexusTools GmbH, B2B-SaaS, 45 Mitarbeiter, 2,8 Mio. € Jahresumsatz, 18.000 €/Monat Werbebudget.

Herausforderung: Marketing-Team von 3 Personen. Kanäle: Google Ads, LinkedIn, Meta Ads. ROAS stagnierte bei 2,1x. 35% des Budgets verschwendet. GTM für neues Produkt dauerte 8 Wochen. Wettbewerber lancierten schneller. Marketing-Manager brannte aus.

Implementierung: SMartrMarketing wurde in 45 Minuten eingerichtet. Google Ads, LinkedIn Ads und Meta Ads verbunden. CRM (HubSpot) integriert für Closed-Loop-Attribution. Professional-Plan aktiviert.

Ergebnis nach 4 Monaten:

  • ROAS: 2,1x → 4,8x (+128%). Bei 18.000 €/Monat: 50.400 € zusätzlicher Umsatz.
  • Budget-Verschwendung: 35% → 4%. Gespart: 5.580 €/Monat.
  • CPL: 85 € → 32 € (-62%). Conversions: 212 → 563 pro Monat.
  • GTM für neues Produkt: 8 Wochen → 4 Tage. First-Mover-Vorteil gesichert.
  • A/B-Tests: 14 Tage → 3 Tage. 12 parallele Tests statt 2.
  • Wettbewerbsanalyse: Echtzeit-Alerts. 3 Wettbewerber-Preiserhöhungen frühzeitig erkannt.
  • Marketing-Manager: von 55h/Woche auf 38h/Woche. Keine Burnout-Symptome mehr.

Fazit CMO: „SMartrMarketing hat unser Marketing vom Bauchgefühl zur Wissenschaft gemacht. Jeder Euro ist jetzt datengetrieben.“

Company: NexusTools GmbH, B2B SaaS, 45 employees, €2.8 million annual revenue, €18,000/month ad budget.

Challenge: Marketing team of 3 people. Channels: Google Ads, LinkedIn, Meta Ads. ROAS stagnated at 2.1x. 35% of budget wasted. GTM for new product took 8 weeks. Competitors launched faster. Marketing manager burning out.

Implementation: SMartrMarketing was set up in 45 minutes. Google Ads, LinkedIn Ads and Meta Ads connected. CRM (HubSpot) integrated for closed-loop attribution. Professional plan activated.

Results after 4 months:

  • ROAS: 2.1x → 4.8x (+128%). At €18,000/month: €50,400 additional revenue.
  • Budget waste: 35% → 4%. Saved: €5,580/month.
  • CPL: €85 → €32 (-62%). Conversions: 212 → 563 per month.
  • GTM for new product: 8 weeks → 4 days. First-mover advantage secured.
  • A/B tests: 14 days → 3 days. 12 parallel tests instead of 2.
  • Competitive analysis: real-time alerts. 3 competitor price increases detected early.
  • Marketing manager: from 55h/week to 38h/week. No more burnout symptoms.

CMO's verdict: „SMartrMarketing transformed our marketing from gut feeling to science. Every euro is now data-driven.“

Preismodell

Pricing Model
PlanPlan Preis/MonatPrice/month FunktionenFeatures
Cloud Starter25,99 €3 Werbeplattformen, Kampagnen-Automatisierung, Basis-ROI-Reports, A/B-Testing, 1 Produkt, Cloud-Deployment3 ad platforms, campaign automation, basic ROI reports, A/B testing, 1 product, cloud deployment
Professional36,99 €20+ Plattformen, Budget-Optimierung, Multi-Touch-Attribution, GTM-Strategie-Generator, Wettbewerbsanalyse, Bayesian A/B-Testing, Priority Support20+ platforms, budget optimization, multi-touch attribution, GTM strategy generator, competitive analysis, Bayesian A/B testing, priority support

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Häufige Fragen

Frequently Asked Questions

Ersetzt SMartrMarketing meine Marketing-Agentur?Does SMartrMarketing replace my marketing agency?

Nein. SMartrMarketing automatisiert Datenanalyse, Kampagnen-Optimierung und ROI-Berechnung. Strategische Kreativität, Brand-Entwicklung und Content-Kreation bleiben beim Menschen. Der Agent liefert die Datenbasis für bessere Entscheidungen.No. SMartrMarketing automates data analysis, campaign optimization and ROI calculation. Strategic creativity, brand development and content creation remain with humans. The agent provides the data basis for better decisions.

Welche Werbeplattformen werden unterstützt?Which ad platforms are supported?

Google Ads, Meta Ads (Facebook/Instagram), LinkedIn Ads, TikTok Ads, X Ads, Pinterest Ads und über 20 weitere Plattformen mit API-Anbindung. Automatisierte Kampagnen-Verwaltung, Budget-Optimierung und Reporting für alle Kanäle.Google Ads, Meta Ads (Facebook/Instagram), LinkedIn Ads, TikTok Ads, X Ads, Pinterest Ads and over 20 additional platforms with API connectivity. Automated campaign management, budget optimization and reporting for all channels.

Wie funktioniert die Budget-Optimierung?How does budget optimization work?

SMartrMarketing analysiert Kampagnen-Performance in Echtzeit. Verschiebt Budget von unterperformenden zu top-performing Kampagnen. Berechnet ROAS pro Kanal und passt Gebote automatisch an. Multi-Armed-Bandit-Algorithmus für optimale Verteilung.SMartrMarketing analyzes campaign performance in real time. Shifts budget from underperforming to top-performing campaigns. Calculates ROAS per channel and adjusts bids automatically. Multi-armed bandit algorithm for optimal distribution.

Kann SMartrMarketing A/B-Tests durchführen?Can SMartrMarketing run A/B tests?

Ja. Der Agent erstellt, startet und analysiert A/B-Tests automatisch. Creatives, Headlines, Targeting, Landing-Pages. Bayesian-Statistik für schnellere Signifikanz (3–5 Tage statt 14). Gewinner werden automatisch live geschaltet.Yes. The agent creates, launches and analyzes A/B tests automatically. Creatives, headlines, targeting, landing pages. Bayesian statistics for faster significance (3–5 days instead of 14). Winners go live automatically.

Wie lange dauert die Implementierung?How long does implementation take?

Cloud-Deployment ist in unter 1 Stunde aktiv. Werbeplattform-Accounts verbinden, Zielgruppen definieren, Budget setzen – fertig. Der Agent beginnt sofort mit der Analyse und Optimierung. Erste Ergebnisse innerhalb von 24 Stunden.Cloud deployment is active in under 1 hour. Connect ad platform accounts, define audiences, set budget – done. The agent immediately starts analysis and optimization. First results within 24 hours.

Technische Architektur (Nerds-Modus)

Technical Architecture (Nerds Mode)

Multi-Platform Ad-API-Orchestrierung

SMartrMarketing orchestriert über 20 Werbeplattform-APIs gleichzeitig. Jede Plattform hat ihre eigene API-Struktur, Rate-Limits und Auth-Mechanismen. Der Agent abstrahiert das über einen Unified-Ad-Connector-Layer.

Google Ads API → Campaigns, Ad-Groups, Bidding
Meta Marketing API → Campaigns, Audiences, Creatives
LinkedIn Marketing API → Campaigns, Targeting, Analytics
TikTok Business API → Campaigns, Video-Ads
X Ads API → Promoted Tweets, Campaigns
Pinterest Ads API → Pins, Campaigns, Audiences

Multi-Touch-Attribution-Engine

Data-Driven Attribution statt Last-Click. Shapley-Wert-basierte Credit-Verteilung über alle Touchpoints. Der Agent analysiert den gesamten Customer Journey und weist jedem Kanal seinen fairen Anteil zu.

Bayesian A/B-Testing

Bayesian-Statistik statt frequentistischer Methoden. Der Agent berechnet posterior-Wahrscheinlichkeiten in Echtzeit. Signifikanz in 3–5 Tagen statt 14. Multi-Armed-Bandit für laufende Budget-Allokation zwischen Test-Varianten.

API-Beispiel: Budget-Optimierung abrufen

POST /api/v1/agents/smartrmarketing/query
Content-Type: application/json
Authorization: Bearer <JWT>

{
  "action": "optimize_budget",
  "channels": ["google_ads", "linkedin_ads", "meta_ads"],
  "total_budget": 18000,
  "period": "2026-07"
}

JSON-Response

{
  "status": "success",
  "data": {
    "current_allocation": {
      "google_ads": 8000,
      "linkedin_ads": 5000,
      "meta_ads": 2000
    },
    "recommended_allocation": {
      "google_ads": 6800,
      "linkedin_ads": 8200,
      "meta_ads": 800
    },
    "roas_current": {
      "google_ads": 2.1,
      "linkedin_ads": 4.2,
      "meta_ads": 0.6
    },
    "roas_projected": {
      "google_ads": 2.4,
      "linkedin_ads": 4.5,
      "meta_ads": 1.2
    },
    "budget_shifts": [
      {
        "from": "meta_ads",
        "to": "linkedin_ads",
        "amount": 1200,
        "reason": "Meta ROAS 0.6x below threshold, LinkedIn 4.2x outperforming"
      },
      {
        "from": "google_ads",
        "to": "linkedin_ads",
        "amount": 1000,
        "reason": "LinkedIn marginal ROAS higher than Google"
      }
    ],
    "projected_total_roas": 3.4,
    "waste_eliminated": 5400,
    "generated_at": "2026-07-11T09:00:00Z",
    "processing_time_ms": 2800
  },
  "audit_trail": {
    "agent_id": "smartrmarketing-001",
    "reasoning_steps": 14,
    "data_sources": ["google_ads_api", "linkedin_api", "meta_api", "hubspot_crm"],
    "model": "glm-5.2",
    "tokens": { "input": 4600, "output": 2200 }
  }
}

Multi-Platform Ad API Orchestration

SMartrMarketing orchestrates over 20 ad platform APIs simultaneously. Each platform has its own API structure, rate limits and auth mechanisms. The agent abstracts this through a Unified Ad Connector Layer.

Google Ads API → Campaigns, ad groups, bidding
Meta Marketing API → Campaigns, audiences, creatives
LinkedIn Marketing API → Campaigns, targeting, analytics
TikTok Business API → Campaigns, video ads
X Ads API → Promoted tweets, campaigns
Pinterest Ads API → Pins, campaigns, audiences

Multi-Touch Attribution Engine

Data-driven attribution instead of last-click. Shapley value-based credit distribution across all touchpoints. The agent analyzes the entire customer journey and assigns each channel its fair share.

Bayesian A/B Testing

Bayesian statistics instead of frequentist methods. The agent calculates posterior probabilities in real time. Significance in 3–5 days instead of 14. Multi-armed bandit for ongoing budget allocation between test variants.

API Example: Get Budget Optimization

POST /api/v1/agents/smartrmarketing/query
Content-Type: application/json
Authorization: Bearer <JWT>

{
  "action": "optimize_budget",
  "channels": ["google_ads", "linkedin_ads", "meta_ads"],
  "total_budget": 18000,
  "period": "2026-07"
}

JSON Response

{
  "status": "success",
  "data": {
    "current_allocation": {
      "google_ads": 8000,
      "linkedin_ads": 5000,
      "meta_ads": 2000
    },
    "recommended_allocation": {
      "google_ads": 6800,
      "linkedin_ads": 8200,
      "meta_ads": 800
    },
    "roas_current": {
      "google_ads": 2.1,
      "linkedin_ads": 4.2,
      "meta_ads": 0.6
    },
    "roas_projected": {
      "google_ads": 2.4,
      "linkedin_ads": 4.5,
      "meta_ads": 1.2
    },
    "budget_shifts": [
      {
        "from": "meta_ads",
        "to": "linkedin_ads",
        "amount": 1200,
        "reason": "Meta ROAS 0.6x below threshold, LinkedIn 4.2x outperforming"
      },
      {
        "from": "google_ads",
        "to": "linkedin_ads",
        "amount": 1000,
        "reason": "LinkedIn marginal ROAS higher than Google"
      }
    ],
    "projected_total_roas": 3.4,
    "waste_eliminated": 5400,
    "generated_at": "2026-07-11T09:00:00Z",
    "processing_time_ms": 2800
  },
  "audit_trail": {
    "agent_id": "smartrmarketing-001",
    "reasoning_steps": 14,
    "data_sources": ["google_ads_api", "linkedin_api", "meta_api", "hubspot_crm"],
    "model": "glm-5.2",
    "tokens": { "input": 4600, "output": 2200 }
  }
}

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