Key phrase rank monitoring was as soon as a vital SEO tactic. However shoppers are more and more looking on generative AI platforms, which don’t disclose immediate knowledge, reminiscent of phrases and phrases.
Furthermore, genAI responses are extremely dynamic and personalised. A web site might seem in a solution to an preliminary immediate or, alternatively, in a follow-up.
How can manufacturers consider visibility in AI-driven solutions in opposition to rivals and modify technique accordingly?
There are not any good solutions.
But new software program options are trying to handle the necessity in numerous methods.
Knowatoa
Knowatoa is an AI visibility evaluation software with two major elements:
- Crawlability standing is a tough equal of Search Console for numerous genAI bots. It checks whether or not AI bots can entry and crawl your web site (primarily based on the robots.txt file and internet hosting settings).
- Visibility evaluation scrutinizes your presence in solutions on ChatGPT, Claude, Meta AI, and Perplexity.
To make use of, create an account and enter your area. The software will pull key phrases (from third-party suppliers reminiscent of Semrush) and use them to generate industrial intent prompts, people who may set off product or firm responses.
Customers can then evaluation the prompts and add or delete in accordance with their advertising and marketing method. Customers then create a mission to gather solutions to the prompts from the AI platforms.
The following report resembles a rank monitoring software, permitting you to see which responses embody your model and the place. It additionally discloses the precise solutions to a given immediate.

Knowatoa generates prompts from customers’ key phrases to see which responses embody the customers’ manufacturers. Click on picture to enlarge.
The software additionally supplies a query evaluation primarily based in your key phrases that features intent, class, and stage, reminiscent of “consciousness” or “consideration.”
Knowatoa is free to register and acquire an preliminary evaluation. Paid plans begin at $49 monthly.

Knowatoa’s query evaluation contains intent, class, and stage, reminiscent of “consciousness” or “consideration.” Click on picture to enlarge.
Essio
Essio is one other premium AI visibility software with a extra generic and visible method. It supplies customers with a visibility rating throughout a number of AI platforms, but it surely doesn’t present which prompts produce model mentions.

Essio supplies customers with a visibility rating throughout a number of AI platforms. Click on picture to enlarge.
My favourite Essio function is its itemizing of better-performing rivals, these included in solutions for a consumer’s prompts.
Essentially the most actionable a part of the report is “influential” hyperlinks, i.e., numerous URLs included in responses to your most related prompts. The report is useful for reverse engineering the method — responses vs. prompts.
Essio’s pricing begins at $75 monthly. To me, it fits giant manufacturers that search a broad overview of their AI visibility.

Essio’s report for “influential sources” is useful for reverse engineering prompts. Click on picture to enlarge.
Waikay
Waikay checks the coaching knowledge of ChatGPT, Gemini, Perplexity, and Claude to establish what they find out about your model and rivals.

Waikay checks ChatGPT, Gemini, Perplexity, and Claude to establish what they find out about your model and rivals. Click on picture to enlarge.
Waikay identifies ideas your model is related to and tracks “information gaps,” i.e., subjects related together with your rivals however not your model.
Customers can rerun experiences to see how the coaching knowledge and lacking ideas are evolving for his or her manufacturers with the addition of latest content material. Customers can create a report on any information hole and obtain content material subjects and concepts.
Waikay runs automated month-to-month experiences to trace how customers’ content material advertising and marketing efforts influence AI coaching knowledge.
Waikay affords a “model report” totally free. Paid plans begin at $19.95 monthly.

Waikay’s AI Information Map identifies subjects related together with your rivals however not your model. Click on picture to enlarge.