Executive Summary

An estimated 200 million small and medium businesses worldwide sell across a mix of marketplaces, social channels and offline POS systems but lack the time or analytics expertise to turn that fragmented data into action; many owners and small ops teams still export CSVs or toggle between multiple dashboards to get a monthly view of performance. The result is delayed decisions, missed promotion opportunities and routine manual work that could be automated with a lightweight reporting layer tailored to SMB constraints (limited data literacy, tight budgets, simple KPIs). You could build a one‑click sales reporting product that pulls from common channels, normalizes transactions, and uses LLM-based templates to generate readable narrative summaries in seconds, plus optional auto-generated short video summaries for easy sharing; priced to hit the $120 ARR benchmark this market uses, that scales to the $24.0B global addressable market implied by 200M SMBs. The market looks unusually attractive now: large language models can convert charts to context without specialist analysts, short‑video adoption boosts downstream engagement and cross‑platform commerce increases demand for consolidated reporting, which is reflected in a high market score (92/100) and solid revenue potential (88/100). To stand out you will need deep connector coverage and rigorous auditability: accuracy and traceable data lineage are the competitive levers here, along with configurable templates, white‑label options for agencies and automated video summaries that increase shareability. Strengths include a large, under‑served TAM and fast time‑to‑value for customers; challenges are non‑trivial—building and maintaining integrations, addressing privacy and compliance, and preventing LLM hallucinations—so early focus should be on a narrow set of platforms, strong testing and transparent explainability rather than trying to be everything at once.

Market Opportunity

One‑click sales reports for SMBs — AI summaries in seconds targets a $24.0B = 200M SMBs x $120 ARR (global SMB analytics & lightweight reporting subscriptions) total addressable market with medium saturation and a year-over-year growth rate of 12-18% (SMB SaaS analytics & reporting adoption).

Key trends driving demand: AI-generated narratives -- LLMs can translate data into readable insights, lowering the expertise needed to interpret reports.; Short-video adoption -- merchants increasingly use short videos for marketing, so auto-generated video summaries increase shareability and engagement.; Cross-platform commerce -- merchants sell across marketplaces, social and offline POS, creating demand for consolidated, unified reporting.; Localization demand -- language-first interfaces (e.g., Bengali) remove adoption friction in emerging markets, accelerating uptake..

Key competitors include Databox, Glew.io, Supermetrics, QuickBooks Online (Intuit), Google Looker Studio (Data Studio) / Excel/Sheets (workaround).

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One‑click sales reports for SMBs — AI summaries in seconds

Executive Summary

Market Validation

Market Opportunity

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