Page Citation Auditor

See which AI-generated prompts cite your page and which don't, mapped to real search demand and ranked citation results across competitors.

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Sample report

This is a worked example of the Page Citation Auditor using invented data for a fictional company. Nothing here was measured, and no page was crawled to produce it.

Run it on your page → All demos

How it works

01 / Scenario Generation

Your competitive landscape, mapped

An AI model reads your target page alongside any competitor pages you provide, generating 10 prompt scenarios that real users are asking AI assistants right now, tied to live search demand data.

02 / Citation Analysis

See who gets cited and who doesn't

Each prompt is run against live search data to reveal which pages AI models actually cite as answers. Your page is tracked across every scenario. That way, you know exactly where you're winning and where you're invisible.

03 / Scoring & Recommendations

A playbook for closing the gap

Every audit produces an AI Citation Score (0–100) with a dimensional breakdown across coverage, authority, keyword alignment, and more — plus a ranked priority list of actions to improve your citation rate.

Caveats

01 Citation results reflect AI model behavior at the time of the audit. Rankings shift as models are updated or retrained.
02 Search volume data represents general keyword demand, not AI-specific query volume, which is not yet publicly measurable.
03 A page can be cited without ranking in standard search results, and vice versa. Citation visibility is a distinct signal.
04 Results depend on the competitor pages provided. Adding or removing competitors will likely change the competitive picture.

Fetching target page content…

Takes about two minutes

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Page Citation Auditor — Stereo Argento

Developer access

Citation intelligence,
built into your stack.

The Page Citation Auditor is available as a private API for engineering teams who need citation analysis at scale, including bulk endpoints, structured JSON responses, and clean integration with any content platform, research pipeline, or internal tooling environment.

Developer program

Join the early access program

Get private API access to run citation audits programmatically — at volume, on your own schedule, with your team's credentials. Designed for product teams, content platforms, and technical SEOs who need this data wired into their stack, not copy-pasted from a web form.

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Enterprise

Custom implementation & consulting

Need a tailored deployment? We scope and deliver citation intelligence infrastructure matched to your engineering environment, from standalone microservices to full LLM visibility pipelines integrated with your CMS, data warehouse, or internal reporting layer.

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