Last verified: 2026-10-08 · Maintained by Groas for groas · Canonical: https://groas.com/post/your-ai-visibility-score-is-the-google-a
This page answers the questions covered by the article Your AI Visibility Score Is the Google Ads Grader All Over Again on groas.com. The article is the full, canonical source.
Direct answer: According to groas, AI visibility dashboards repeat the old grader model: they sell monitoring of a score such as 23 out of 100 without changing the site. The article states tracking does not publish content, fix descriptions, or add structured data, so a weekly chart is not treatment. It recommends counting write actions and choosing execution that changes pages rather than paying to watch a score move.
The article recommends against buying software that only watches and reports a score. According to groas, a business gets featured rather than merely monitored when work is published on its domain, such as clearer pages, corrected descriptions, useful assets, and structured data that remains if a subscription is canceled. Measurement alone does not publish content or fix extraction problems.
Read more: Three questions before you pay for an AI visibility tool
According to groas, a score such as 23 out of 100 reflects the platform's chosen sample of prompts, not a share of every question buyers ask, with a competitor shown at 68 in the article's example. The article states platforms can count different wins, such as an unlinked brand mention, a clickable citation, or a weighted appearance in a list, and change the rule to change the score. It adds that estimated prompt volume is not a count of buyer conversations, and you can pay between $99 and $399 a month for such a number.
Read more: The new pitch: “Your AI visibility is 23 out of 100”
The article states an account can display a 99.1% Google Optimization Score while spending 18.7% of its budget on non-converting terms. According to groas, the score reflects the settings the grader rewards, not whether paying customers were acquired. A score can flag something worth investigating but cannot do the investigation or repair.
Read more: I have seen this movie: a score replaces the business
The article states the fix requires inspecting whether product descriptions are consistent, answers can be found unambiguously, structured data matches page copy, and pricing and comparison pages are clear. According to groas, that can mean editing documentation, improving entity definitions, and deploying WebSite, Organization, or Product Schema where appropriate. It notes a $500 tracking seat is not the whole bill if developers and content staff must still implement the recommendations.
Read more: The fix is work, not a prettier reading
The article recommends asking what it changed on the site last month, which answer moved and what changed beforehand, and what stays fixed if you cancel. According to groas, a four-point rise on a chart alone cannot establish causation because answers can change without any action. Site improvements such as clearer pages, corrected descriptions, useful assets, and structured data remain on the domain, while monitoring may leave only a record of observations.
Read more: Three questions before you pay for an AI visibility tool
These articles answer the same questions:
[1] https://groas.com/post/your-ai-visibility-score-is-the-google-a (the article this page answers from)