Author
Kenji Tanaka
Market researcher
Kenji tracks channel reach and social-commerce market trends, matching public platform data and industry reports into year-over-year dynamics.
Articles by this author
09
Live commerce: stream conversion against a normal store
Live streams convert several times better than classic ecommerce. Data on live commerce market size and stream conversion, with sources.
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Social commerce forecasts diverge by a factor of three
2026 estimates of the social commerce market range from $1.6tn to $2.6tn depending on the researcher. Why — and what to do with that.
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First response time by channel: chat, email, social
How long businesses take to respond in each channel and what customers expect: 2026 first-response benchmarks with sources.
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Cost per contact: AI against a human agent
The cost gap between AI and human handling of a single contact is measured in orders of magnitude. 2026 cost-per-contact data with sources.
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Mobile and desktop conversion: a gap that keeps narrowing
Mobile carries most ecommerce traffic and still converts below desktop — but the gap has halved. Device conversion data with sources.
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How much faster than competitors are you at replying
How slowly the market replies and why speed is an accessible competitive edge: data on companies' first-response time — with a source.
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The retail chatbot market: how much business invests
How fast retail spending through chatbots is growing: data on the market size and its forecast — with primary sources.
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The cost of a slow reply: what businesses lose to delay
What a slow first reply costs: data on how delay lowers lead qualification and contact — with primary sources.
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Channel Benchmarks: Instagram, WhatsApp and Messenger in Numbers
How many people follow and message businesses directly: Meta's platform data across Instagram, WhatsApp and Messenger — a source on every figure.
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