Turn customer reviews into a management-ready reputation report

The automation reads your online customer reviews, analyzes sentiment with AI, and delivers a PDF report to Google Drive.

How the work actually flows

A straight line. Runs once per each customer review.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["regular scheduled check"]):::trigtime s0["collect latest reviews"]:::svc s1[["AI analyzes sentiment"]]:::mi s2["extract patterns and complaints"]:::task s3["generate PDF report"]:::task s4[("upload to Drive")]:::store trig --> s0 s0 -->|"one per each customer review"| s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"PDF reputation report delivered"/]:::out pay{{"quick pulse on reputation"}}:::pay s4 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsDocument Processing & OCRReporting & AnalyticsWeb Scraping & Data CollectionFile & Cloud Storage
Connects
Google GeminiGoogle Drive

The problem it solves

You know customer reviews matter, but reading through every one and pulling out patterns on your own takes time you don't have. Without a clear summary, real problems and praise get buried in a wall of individual comments.

Who it fits

Business owners and customer experience teams who want a regular pulse check on their online reputation.

How it works

  1. The automation collects your latest customer reviews from your review page
  2. AI reads each review and analyzes its sentiment
  3. It pulls out patterns, strengths, and recurring complaints
  4. The findings are written up as a formatted PDF report
  5. The report is uploaded to Google Drive automatically
What you get

Reputation trends laid out for you to review

You get a polished report on what customers are really saying about you, with patterns and complaints pulled straight from your reviews.

What you get

A PDF reputation report in Google Drive summarizing sentiment and patterns from your customer reviews.

What you need

A Google Gemini API key, a Google Drive account, and access to your review page.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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