Readiness vs the field
Same 10 layers, scored on their domains, so you can see whether they are winning on content or on agent files.
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Benchmark AI readiness, discovery files, and citation share against named competitors — then close the gap with a prioritized list, not a 40-page PDF.
What it covers, how you run it, and who it is for — then the long-form detail.
Same 10 layers, scored on their domains, so you can see whether they are winning on content or on agent files.
Prompts where they appear and you do not — the actual competitive set in AI answers, not just SERP rivals.
Each gap maps to a fix in the product: write the page, deploy the file, or track the keyword.
Add the domains buyers mention in the same breath as yours.
We run the same checks on them that we run on you — files, content, citations.
A ranked list of moves with effort vs impact, not a dump of every difference.
Defend share of voice when a smaller site with better files starts getting cited.
Find the unanswered prompts and missing files the incumbent ignored.
A competitive slide that is about AI answers, not just blue-link rankings.
Your SERP rivals are not always the brands ChatGPT names. Competitor analysis runs the same readiness layers and citation overlap on the domains you specify — plus the names that keep showing up in answers when you do not.
You stay cyan in the charts. Challengers are quieter. One pink emphasis for the gap that matters this week. No fake companies, no vaporware dashboards.
Discovery files, content depth, entity markup, and citation share on shared prompts. A competitor with a worse traditional DA can still win AI answers if they shipped AGENTS.md and a comparison page you never wrote.
Every difference maps to a product action: write the page, deploy the file, track the keyword, or ignore it because the effort is not worth the prompt.
Agencies use this as the “why them, not you” slide. Founders use it when a smaller site starts getting recommended for the category they thought they owned.
Free 30-second scan. See where you stand — then use Competitor Analysis as part of scan, fix, and prove. No signup.
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