---
type: "Article"
title: "SEO Reporting | search attribution and measurement"
description: "Site Performance OS: a four-layer measurement and attribution system linking marketing activity to site performance, with live dashboards and reports."
resource: "https://www.laurelinlabs.com/services/site-performance-os"
tags: ["seo-reporting", "search-attribution-and-measurement", "marketing-attribution"]
generated: { by: "laurelin-site-build/2026-08-25", at: "2026-08-25T12:00:00+00:00" }
status: "stable"
stale_after: "2027-02-25T00:00:00+00:00"
sources:
  - id: "stat-1"
    resource: "https://www.gartner.com/en/newsroom/press-releases/2024-02-19-gartner-predicts-search-engine-volume-will-drop-25-percent-by-2026-due-to-ai-chatbots-and-other-virtual-agents"
    title: "Gartner"
  - id: "stat-2"
    resource: "https://sparktoro.com/blog/2024-zero-click-search-study-for-every-1000-us-google-searches-only-374-clicks-go-to-the-open-web-in-the-eu-its-360/"
    title: "SparkToro"
  - id: "stat-3"
    resource: "https://web.dev/articles/defining-core-web-vitals-thresholds"
    title: "web.dev"
---
# Site Performance OS

A four-layer operating system that captures every task (input), measures every metric (output) and joins them through an attribution model that survives a CFO conversation, closing the gap that gets agencies fired when the algorithm gives or takes. It is the reporting layer for every Laurelin engagement, so the question of whether the work moved the metric is answered with evidence rather than asserted.

## What problem does an SEO reporting operating system solve?

Most agency programmes report on outputs only, rankings, traffic, leads, and treat activity as a separate trust-me list. That gap is why agencies get fired when the algorithm shifts: the client cannot tell whether the work added value. Site Performance OS closes it with structured input-side data and honest attribution.

## What are the four layers of the Site Performance OS?



- Baseline inventory, URL inventory, keyword universe, technical, local, backlinks, conversion, competitors and brand, captured once and refreshed quarterly.
- Activity log, every task tagged with type, URL touched, keyword touched and a hypothesis of what it should move.
- Output measurement, daily search-console pulls, weekly KPIs, monthly keyword RAG, quarterly portfolio review.
- Attribution, 30/60/90-day windows joining activity to output, with market and algorithm baselines subtracted.

## Key figures

| Metric | Figure | Source |
|---|---|---|
| Forecast drop in traditional search volume by 2026 | 25% | Gartner[^stat-1] |
| Clicks to the open web per 1,000 US Google searches | 360 | SparkToro[^stat-2] |
| Percentile at which Core Web Vitals are assessed | 75th | web.dev[^stat-3] |


## FAQ

### Does it need API access or will CSV exports do?

Both are first-class. Every data source supports a connector or a CSV upload, with common export formats (search console, analytics, rank trackers, task boards) auto-detected.


Hub: [Measurement & Attribution](/topics/measurement-attribution.md)

[^stat-1]: Gartner
[^stat-2]: SparkToro
[^stat-3]: web.dev