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Drift
Lavender
Apollo.io
Drift
Strong brand recognition in conversational marketing
Extensive integration capabilities
Focus on real-time customer engagement
Can be perceived as complex for smaller businesses
Reliance on proactive customer engagement
Pricing may be a barrier for some SMBs
Growing demand for AI-powered customer engagement
Expansion into new international markets
Deeper integration with CRM and marketing automation platforms
Competitors offering similar chatbot solutions
Changes in data privacy regulations
Customer fatigue with chat interfaces
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