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AI Visibility

Help AI assistants get your product right.

People ask AI assistants what to use. AI Visibility shows what several models say about your product today, writes the answer-first content they read, and puts it into your site. It can increase the probability of an accurate, consistent description – it never guarantees one.

AI Visibility is opening soon. Runs made with the earlier Traffic product are kept.

How it works

  1. 01

    Generate a presence

    An answer-first description, an FAQ, JSON-LD and llms.txt, written from your project's name and description.

  2. 02

    Audit what models say

    Several models say what they know about your product. The audit shows where they agree, differ or guess.

  3. 03

    Apply and re-check

    For a site built in Code, write the presence into its files and publish. Then let models read the live site and say how clearly it describes you.

What you get

  • Answer-first content

    The short, direct description answer engines can quote.

  • Structured data

    FAQ, JSON-LD and llms.txt that models and crawlers can parse.

  • Where models disagree

    The points on which models describe you differently, so you know what to make clearer.

  • Live-site check

    Models read your published site and list what it leaves unclear.

  • Part of the project

    Runs sit next to the project's code, chats and files, and form a step of the founder workflow.

  • Honest scores

    Readiness, awareness, consistency and clarity: how models behave today, not a promised ranking.

AI Visibility questions

Do you guarantee I will be cited or ranked?
No. AI answers change from month to month. AI Visibility works to increase the probability of an accurate, consistent description; it promises no placement, ranking or citation.
What are AEO and GEO?
Answer Engine Optimization and Generative Engine Optimization: making a product easy for AI assistants to read, describe and cite, rather than only ranking in a list of links.
Does it change my website?
Only when you ask. Apply writes the latest presence into a site built in Code, and you publish it from Code. For any other site, copy the generated content and publish it yourself.
What does it cost?
The model calls a run makes, at their prices in credits. Apply is free, and a run in which fewer than two models answer is not charged.
Where did Traffic go?
Traffic is becoming AI Visibility, a tab in every project and a step of the founder workflow. It is opening soon; runs made with the earlier Traffic product are kept.

AI Visibility is opening soon.

Build and publish your site in Code today. AI Visibility will join it as a tab in the same project.