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Mentions Roadmap

Create a custom, white-labeled AI Visibility Report you can use as a powerful pitch to prospects. Enter any domain, whether you currently track it or not and we’ll automatically analyze its performance across 50+ AI search tracks. The report highlights: <ul><li>Where the brand shows up (or doesn’t) in AI search results</li><li>Competitive benchmarks to expose gaps against top industry players</li><li>Actionable opportunities where your agency can help them rank higher</li></ul> Each report comes fully branded with your agency’s logo, banners, and a shareable link, so you can present it as your own. The goal? To give your team a ready-to-send pitch asset that sparks client conversations and helps you close more AI Search Optimization retainers faster.

Planned

Create Pitch Reports

Mentions

Get a single, unified view of all the brands you’re tracking. Instead of jumping between individual dashboards, the Master Dashboard brings everything together—so you can monitor performance, compare results, and spot trends across brands at a glance.

Master Dashboard

In your workspace, you can only draft a limited number of prompts at once—depending on your plan. But how do you know which prompts are worth drafting? And how do you find out if you’re appearing in prompts you haven’t drafted yet? That’s where Prompts Researcher comes in. You’ll be able to run a one-time bulk audit (100, 200, even 500 prompts at once) to see whether your brand shows up in the results. From there, you’ll know exactly which AI prompts to prioritize for drafting.This feature gives you the data-backed clarity you need to focus on the right prompts and build stronger, more insightful reports for your clients.

Prompts Researcher

Our app already provides results by collecting and analyzing AI-generated chat responses. Using our own AI model, we detect patterns and give you suggestions based on how your brand is mentioned and perceived. From there, we generate recommendations on what actions you can take to rank higher in search. With Insights 2.0, we’re taking this to the next level. You’ll get deeper, more contextual insights along with clearer, more practical action items—making the recommendations far more useful and impactful than they are today.

Insights 2.0

Gain visibility into how AI training crawlers interact with your website.With Crawler Analytics, you’ll see: <ul><li>Which AI companies (OpenAI, Anthropic, Meta, ByteDance, etc.) are crawling your site</li><li>Which pages they crawl most often (and therefore find most valuable for training)</li><li>How crawler activity changes over time so you can spot trends and opportunities</li></ul> Unlike traditional analytics (which track human visitors), this feature focuses exclusively on AI bots collecting data for training models. That means you’ll know exactly what parts of your content are shaping how AI systems “learn” about your industry. For you, this unlocks:<ul><li>Content strategy insights — double down on the types of content crawlers value most</li><li>Competitive intelligence — benchmark crawler activity against industry peers</li><li>AI-first SEO — optimize your site for discovery and influence in AI search</li></ul> Crawler Analytics helps you move beyond human traffic and measure your authority in the age of AI.

Crawler Analytics

Get an interactive, in depth report on where you stand compared to your competitors.

Competitor Analysis

All current AI SEO tools track how a brand performs in AI chat responses. They do this by monitoring prompts and analyzing the AI's output. We believe this approach is limited because it only provides insights after the fact. Source Analytics is our solution. Instead of monitoring the AI's output, it analyzes the web pages that AI models use as sources to generate their answers.With Source Analytics, we will provide a comprehensive view of your brand's presence in the AI ecosystem by tracking: <ul><li>Source Ranking: Which of your pages are being used as sources, and where do they rank within the list of sources for a given AI response?</li><li>Brand Mentions and Sentiment: How is your brand being mentioned by other sources that influence AI answers? We will provide a sentiment score for these mentions.</li><li>Competitive Analysis: Which competitors are mentioned on the same source pages as you, and how do you rank in comparison?</li></ul> This data will allow us to map out a complete Share of Sources across the entire internet, not just within AI chat outputs. It will also be a valuable tool for identifying which sources to engage with to improve your brand's positioning and influence within the AI-powered search landscape.

Source Analysis

Mentions researches deeply about your brand and creates a brand book that knows everything about your business and your ICP. This will then be used to suggest prompts that are much more relevant and important to track.

Brand book

Suggest 5X better prompts by replicating what a query fan-out mechanism does, that way we will be able to suggest better prompt that are tied up to a topic that you want to dominate.

Prompts Fan Out

Our current analytics show you which AI models are sending traffic to your site and which pages those visits land on. With this update, we’re taking things further: you’ll be able to compare performance across time periods and export data to build custom reports. This makes it easier to track trends, measure progress, and share insights with your team or clients.