Turn AI search visibility data into a plain-English summary

AI turns raw search-visibility metrics into clear summaries you can drop straight into a client report.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("enter domain and region")):::human s0["pull visibility data"]:::task s1["ai writes summary"]:::svc s2["combine metrics and summary"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"report ready file saved"/]:::out pay{{"faster clear client reporting"}}:::pay s2 --> 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
A stepAn outside serviceA personResultPayoff
Build size
Advanced

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

Business functions
Reporting & Analytics
Connects
OpenAI

The problem it solves

Tracking how your brand shows up in AI-powered search results gives you a mountain of technical, time-series data that's hard to read at a glance. You end up spending time interpreting numbers instead of acting on them, and turning that data into something a client or manager can actually understand takes even longer.

Who it fits

SEO professionals, growth marketers, or agencies who need to report on AI search visibility without manually analyzing the data.

How it works

  1. You enter the domain, AI search engine, and region you want to track
  2. The system pulls time-series visibility data for that domain
  3. AI reads through the data and writes both a detailed summary and a short abstract
  4. The original metrics and the AI summaries are combined into one file, saved and ready to use in a report
What you get

Search visibility data turned into a client-ready summary

Your AI search visibility metrics are turned into a clear written summary you can drop straight into a client report.

What you get

A structured file combining raw visibility metrics with a plain-English summary, ready for reporting.

What you need

An SE Ranking API account and an OpenAI API key.

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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