Website Optimisation · Competitor Intelligence

The code exists.
The table is empty.

Competitor Intelligence would compute share of voice from the SERP snapshots we already store, and surface what changed on a competitor's side. It is built. It has never been run on live data, and the competitors table in our production database has no rows in it. That is why this page says Coming and not Running.

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Competitor Intelligence · roadmap

Who else owns these queries?

Share of voice from stored snapshots
Movement on their side, not just yours
Status: built, never exercised
Piper, SEO Lead
Piper · SEO Lead
Built, never exercised. The competitors table in our live database has zero rows.
The snapshots already exist. 197,214 of them. The data is there, the feature has not been run against it.
Share of voice, when it ships. Which competitors hold the queries you want, and how that is trending.
Unfinished is not the same as fake. The omission is visible here rather than discovered in month three.
ComingStatus today
PiperAgent

Part of the Website Optimisation module. Switched on and off per account, so you never pay for a module sitting idle.

This automationComing
How It Works

Four moves. Every one of them yours to stop.

1
SERP snapshots are already being stored

197,214 of them on our own install. This is the raw material and it is genuinely there.

2
Share of voice would be computed from them

Which domains hold the queries you care about, weighted by the value those queries carry.

3
Movement on their side would be surfaced

A competitor gaining ground on a query you own is a signal, and it currently goes unnoticed.

4
It ships once it has run on live data

The gap between built and proven is exactly the gap this page is being honest about.

What You Get

The market, and what changes.

0US searches a month for competitor analysis tool
197,214SERP snapshots already stored, which is the raw material
0 rowsin the competitors table of our live database. Hence Coming

Search volume: Google Keyword Planner, United States, pulled 31 Aug 2026. Every other number is measured on our own site.

The System Behind It

Keyword tracker

The competitors surface exists in the application and the SERP snapshot data it needs is being collected. It has never been run against live data, and the competitors table in the production database is empty.

Built, not exercisedbuilt for Ruh AI firsthuman approval on every piece
See the numbers it produced ↗
Keyword tracker
Your dataYour brand packWhat worked last month
Piper
Piper · Keyword tracker
Held for your clickrender · reviewapprove · or rejectthen it ships
Honest Limits

What this does not do yet.

It has never run on live data. Code existing is not the same as a feature working.
Share of voice is a directional measure, not a precise one, even once it ships.
It will not tell you why a competitor is winning. That remains a human judgement.
We are not taking deposits or running a waiting list for it.
Questions

Asked before every walkthrough

Is this available?

No. It is built but has never been run on live data, and the competitors table in our production database is empty. We class that as Coming.

Why list it if it does not work?

Because you would find the surface in the product and assume it works. Naming the gap is more useful than hiding it.

What data would it use?

SERP snapshots that are already being stored, 197,214 of them on our own install. The raw material exists; the feature has not been run against it.

Invite Only

Switch on Competitor Intelligence.
Leave the rest off.

Book a walkthroughSee the Ruh AI numbers

Also in Website Optimisation: Page Drip Automation · Page Doctor