using AI tools
open rate lift
click rate lift
Generative AI: A New Era for Digital Marketing
According to the CMI 2024 Content Marketing Report, 72% of marketers already use AI tools. In 2024, generative AI became a disruptive force in content marketing, offering a more efficient path through the content workflow.
"AI tools have penetrated marketing at scale, yet few companies embed them end-to-end in their workflows. The gap is not technology — it is methodology."
Despite rapid AI adoption, most teams still stop at 'AI-assisted copywriting' and have not touched AI's potential to reshape the full buyer journey.
Core pain points for marketers
CMI reports three top content creation challenges:
Generative AI directly addresses these gaps — producing high-quality, targeted content at speed and scale, enabling hyper-personalization and multiplying marketing efficiency.
AI Across the Full Funnel: Acquisition to Conversion
AI uplift is not a single point fix — it runs through the entire buyer journey. From market-to-lead through lead-to-cash, AI creates efficiency at every stage.
"AIGC + customer data makes AI Marketing Agents real. CDP-powered profiles unlock sharper AI scenarios and precision conversion."
The AI-driven buyer journey
| Stage | AI Enablement | Efficiency Gain |
|---|---|---|
| Traffic acquisition | AI-generated SEO content, SEM optimization | ↑ 5× content output |
| Lead capture → MQL | Personalized landing pages, AI welcome emails | ↑ 40% form conversion |
| MQL → SQL | Multi-channel email nurture | ↑ 3× conversion |
| SQL → Order | AI sales assistant, personalized collateral | ↑ 2× close efficiency |
AI Marketing orchestration
In a complete AI marketing stack, AI Marketing Agents connect channels, distribute content, and guide leads through an attract → serve → convert loop.
"Multi-channel, hyper-personalized content builds deeper connections. Not 1,000 identical emails — 1,000 emails each written for one person."
AIGC Personalization: Proven in the Field
BesChannels has run multiple A/B tests on AIGC personalized email with enterprise clients. Schneider Electric's data clearly shows AI-generated content outperforming manual templates.
Schneider Electric A/B test results
| Metric | Control (standard) | AI-generated | Comparison |
|---|---|---|---|
| Open rate | Baseline | 1.48× | ↑ 48% |
| Click rate | Baseline | 4× | ↑ 300% |
"The data is clear — AI group open rate is 1.48× control and click rate is 4×. This is not incremental optimization; it is a step change."
AIGC content production workflow
AI EDM content generation is not a simple LLM call — it follows a full quality assurance pipeline:
- Personalization parameters: operators choose dimensions; the system imports attributes, tags, and behavior data
- Model generation: brand knowledge graph and asset library drive personalized copy
- Auto QA: system checks accuracy, clarity, and professionalism before send
- Send or regenerate: operators approve and send, or request a new draft
The AI EDM Evolution Roadmap
BesChannels AI EDM evolves through four stages — from basic RAG retrieval to fully intelligent personalized marketing:
Basic personalization
Live- • User attribute merge fields
- • SCRM behavior references
- • RAG knowledge retrieval
- • Smart keyword highlighting
Block-level editing
Live- • Edit personalized blocks separately
- • Embed personalized landing pages in body
- • Auto-pull images from asset library
Deep personalization
Live- • Personalized subject lines
- • Personalized body copy
- • Personalized image assets
Intelligent reverse optimization
Planned- • Tag validation and refinement
- • Personalization strategy optimization
- • Data-driven continuous iteration
Lenovo: Stage 3 deep personalization in practice
Lenovo deployed BesChannels AI EDM at Stage 3 — subject lines, body copy, and images all personalized one-to-one:
Sample AI-personalized emails by industry:
- "How can data center operators meet new green expansion challenges?" — for data center buyers
- "Explore how Lenovo servers help China Everbright Bank boost compute efficiency" — for financial services
- "A note for No. 14 Middle School: discover Lenovo smart education displays" — for education
"Lenovo proves that when subject, body, and images are all personalized, email stops being a blast and becomes a letter written to one person. That is hyper-personalization at its peak."
AI-generated personalized landing pages
Beyond email, AI can auto-generate personalized landing pages — unique welcome copy and content recommendations per visitor.
- Create or import landing page templates
- Select text blocks for personalization rules
- Custom welcome lines capture attention + tailored content recommendations
Smart Segmentation and Analytics: AI That Knows Your Buyers
AI-powered marketing goes beyond copy — it strengthens smart segmentation and analytics.
Smart profiling and segmentation
AI segments audiences from interest and behavior profiles automatically.
Content recommendations
AI recommends the best marketing assets per profile and intent.
Automation setup
AI assists marketing automation flows, reducing manual configuration.
AI analytics and strategy support
Lead flow management and profile analysis support sales strategy.
"AI marketing is no longer broadcast-and-wait — it is a data-driven loop. Every touch collects data; every data point improves the next touch."