Product Roadmap
What we've built, what we're building, and what's next.
Transparency matters. Here's our public roadmap — updated as features ship. Have a feature request? Let us know.
Shipped
7Unified audit engine
Single audit combining technical website checks and live AI model queries. Progressive depth: free preview, email-gated detail, paid competitive intelligence.
Citation chain analysis
Traces exactly where AI models source their claims about your company — first-party, third-party, or hallucinated. Maps the citation chain from query to answer.
UK Employer Index
Public leaderboard of UK employers ranked by AI visibility score. Filterable by industry. Updated weekly.
Competitive displacement tool
See exactly what content to publish to displace a named competitor in AI responses for key employer brand queries.
ROI calculator
Model the cost of AI misinformation: lost applications, salary misquoting, missing benefits data. Personalised to your company size and hiring volume.
ATS integration
Connects to Greenhouse, Lever, Ashby, and Workable. Automatically detects open roles and enriches audit with live job data.
Employer facts schema
Structured data questionnaire that generates machine-readable employer facts. Outputs JSON-LD, llms.txt, and optimised profile content.
In Progress
3Multi-model monitoring
Continuous tracking across ChatGPT, Perplexity, Claude, and Gemini. Detects changes in how each model describes your company week over week.
Weekly brand intelligence digest
Automated email report summarising AI perception changes, competitor movements, and recommended actions. Delivered every Monday morning.
Automated fix recommendations
AI-generated content suggestions based on identified gaps. Draft llms.txt entries, structured data snippets, and careers page copy ready for review.
Planned
5API access for enterprise
Programmatic access to audit data, scores, and monitoring feeds. Built for integration into existing HR tech stacks and BI tools.
Slack / Teams notifications
Real-time alerts when AI models change what they say about your company. Push to the channels your TA team already uses.
Industry benchmark reports
Quarterly reports comparing your AI visibility against industry peers. Sector-specific insights and competitive positioning data.
Custom AI training data packs
Structured datasets formatted for AI model fine-tuning. Give AI the right context about your company at the training level.
Agency partner portal
White-label access for recruitment agencies and employer brand consultancies. Manage multiple client audits from a single dashboard.
See what AI says about you today
Every feature on our roadmap exists to help you control what AI tells candidates. Start with a free audit.