Find where competitors outrank you in AI search results

Compares your visibility against a competitor's across ChatGPT, Perplexity, and Gemini, then ranks the best content gaps to fill.

How the work actually flows

A straight line. Runs once per each ai platform chatgpt, perplexity, gemini.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("domains entered manually")):::human s0[["pull AI search visibility data"]]:::mi s1["compare keyword and backlink gaps"]:::task s2["score opportunities by priority"]:::task s3[("export ranked list")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"ranked spreadsheet of content gaps"/]:::out pay{{"clear priority list to beat competitor"}}:::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
A stepRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
SEO & Search OptimizationSpreadsheet & Database OpsResearch & Market Intelligence
Connects
SE RankingGoogle Sheets

The problem it solves

Figuring out where a competitor beats you in AI search and traditional SEO means digging through multiple tools by hand. Without a clear comparison, you're guessing at what content to prioritize next.

Who it fits

Marketing and SEO teams building content strategy around AI search visibility.

How it works

  1. Starts with your domain and a competitor's domain entered manually
  2. Pulls AI search visibility data for both across ChatGPT, Perplexity, and Gemini
  3. Compares keyword and backlink gaps between the two
  4. Scores each opportunity by priority
  5. Exports the ranked list to a spreadsheet
What you get

Content gaps ranked and ready to prioritize

You get a ranked list of exactly where competitors beat you in AI search results, with the best content gaps to fill first.

What you get

A ranked spreadsheet of content and SEO opportunities where a competitor is outperforming you.

What you need

An SE Ranking API account and a Google Sheets 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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