Catch visual bugs on your website automatically with AI

Compares screenshots of your website over time and uses AI to flag visual changes that need attention.

How the work actually flows

A straight line. Runs once per each webpage in the list.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["scheduled screenshot check"]):::trigtime s0[["capture screenshots of each page"]]:::mi s1["compare to baseline screenshots"]:::task s2["AI flags visual differences"]:::task s3["compile issue report"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"report flagging visual differences"/]:::out pay{{"catches visual bugs without manual review"}}:::pay s3 --> 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 stepRuns once per itemResultPayoff
Build size
Advanced

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

Business functions
Image & Media ProcessingSpreadsheet & Database OpsFile & Cloud Storage
Connects
ApifyGoogle GeminiGoogle SheetsGoogle DriveLinear

The problem it solves

Every release, someone has to manually click through the site checking that nothing broke visually, and subtle layout bugs still slip through. It's tedious work and it doesn't scale as the site grows.

Who it fits

Product or QA teams who want to catch visual bugs on a website without manually checking every page.

How it works

  1. A list of webpages is pulled from a spreadsheet
  2. Baseline screenshots are captured and stored
  3. On a schedule, fresh screenshots of the same pages are captured
  4. AI compares the old and new screenshots and flags differences
  5. A report of detected issues is put together
What you get

Visual bugs flagged before customers ever see them

You get a report flagging visual changes on your website so nothing slips through unnoticed.

What you get

A report flagging visual differences between website versions, ready for review.

What you need

An Apify account, a Google Gemini API key, a Google Sheets and Drive account, and a Linear account.

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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