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RankSmith

Opportunity engine

The gap between a dashboardand a piece of work.

Measurement produces findings. An agency needs briefs: ranked against each other, carrying their own evidence, and specific enough that a strategist who has never opened the account can start on Monday.

  • Impact and effort scored
  • Evidence attached to every item
  • Re-ranked as the data moves
ContentAcme Accounting

Create a comparison page for the two prompts you lose most

Impacthigh
Effortmedium

Evidence

Client is absent from 82% of comparison prompts in the category. Competitor comparison pages are cited in 6 of 9 sampled answers.

Recommended action

Publish a structured comparison covering pricing, multi-entity support and migration, with a summary table near the top.

Expected outcome. Eligibility for comparison prompts where the client currently has no citable source.

One item from a live queue. The evidence line is what makes it defensible in a client call; the expected outcome is deliberately phrased as eligibility, not as a promise.

Opportunity engine

Turn thousands of signals into a prioritised growth plan.

Each opportunity carries the evidence that produced it. Your strategist should be able to defend the recommendation in a client call without opening another tool.

Signal
Sampled answers, search data, crawl results
Comparison
Client against category and named competitors
Weighting
Estimated impact against effort to deliver
Context
The goal the client is actually paying for
ContentAcme Accounting

Create a comparison page for the two prompts you lose most

Impacthigh
Effortmedium

Evidence

Client is absent from 82% of comparison prompts in the category. Competitor comparison pages are cited in 6 of 9 sampled answers.

Recommended action

Publish a structured comparison covering pricing, multi-entity support and migration, with a summary table near the top.

Expected outcome. Eligibility for comparison prompts where the client currently has no citable source.

AI visibilityAcme Accounting

Claim the review listing that now sits behind 1 in 10 category answers

Impacthigh
Effortlow

Evidence

accountingreview.example is the third most-cited source in the category and its share is up 21% this quarter. The client has no listing on it; two competitors do.

Recommended action

Submit and verify a listing, then keep pricing and feature facts current on it.

Expected outcome. Eligibility to be the source behind answers that already cite the review, rather than a name mentioned inside them.

TechnicalAcme Accounting

Mark up the payroll answers the restructured page is already quoted for

Impactmedium
Effortlow

Evidence

The payroll page accounts for 19 of the client's 34 citations since it was restructured. Its answers carry no structured data for an engine to lift cleanly.

Recommended action

Generate FAQPage markup from the copy already on the page and validate it.

Expected outcome. Machine-readable versions of the answers the page is being quoted for by hand.

This is analysis, not a chatbot. Nothing here writes to a client site, and no recommendation ships without a person deciding it should.

How it works

A loop your team can actually run every month.

Seven steps, the same for every client. The value is not any one of them. It is that the output of each is the input to the next.

Step 01

Connect

Bring each client’s sources into one workspace.

  • Google Search Console
  • Google Analytics
  • Site crawl
  • CMS
  • AI search sampling

The boundaries

What it deliberately does not do.

Four questions every agency asks in the first call, answered here instead of there.

It does not publish anything

No recommendation writes to a client site, a CMS or a Google property. RankSmith has read access to what you connect and produces briefs; a person decides whether the work happens.

It does not generate the content

You get a brief with the evidence, the gap and the specifics an answer would need to quote. What your writers do with that is the part clients are paying your agency for.

It does not promise a result

Every opportunity carries an expected outcome, phrased as eligibility rather than as a guarantee, because being cited is a decision an engine makes, not one either of us controls.

It does not hide its reasoning

Impact, effort, the signals behind the finding and the goal it was scored against are all on the card. If your strategist disagrees with the ranking, they can see exactly where to.

See every client’s AI visibility in one place.

Start measuring where your clients appear, and what to do about it.