Public roadmap

What we're building

Our roadmap is public. Here's what's shipped, in active development, planned, and the ideas we're exploring next.

A suggestion or priority? Tell us.

13

Shipped

1

In progress

8

Planned

5

Future idea

Shipped

13 items

Track every major AI model

Tracking

Track ChatGPT, Claude, Gemini, Perplexity, Mistral, DeepSeek, Grok, Llama and almost every AI on the market, all in one platform.

AI Share of Voice dashboard

Tracking

Track your brand's % of AI mentions vs competitors per topic, model, and time period.

Automated campaigns

Tracking

Schedule daily, weekly, bi-weekly or monthly AI visibility analyses, fully automated.

Competitor tracking

Tracking

Compare your brand's AI visibility against competitors with a leaderboard and head-to-head comparison per model.

AI content generation (8 formats)

Content

Generate forum answers, SEO articles, reviews, comparison pages, guides and more from your visibility gaps.

Audience personas

Tracking

Inject persona profiles into AI prompts to test how different audience segments affect recommendations.

Guest shareable links

Platform

Share a read-only dashboard with clients or stakeholders, no account required.

REST API v1

API

Full programmatic access to brands, topics, campaigns, visibility metrics, opportunities and avatars.

CSV and PDF export

Platform

Export your visibility data as CSV or PDF, available on Pro and above.

Email alerts

Platform

Get notified on campaign completion, mention rate changes, new competitors, and weekly digest.

Real AI source citations

Tracking

See the actual web pages AI models cite when they answer, plus smart discovery of the sources shaping your category.

Team accounts & roles

Platform

Multi-user accounts with roles (Viewer, Editor, Admin, Owner) and per-brand access control, for Pro and above.

White-label branding

Platform

Upload your own logo, shown on shared reports and guest links instead of Mentova's.

In progress

1 items

Brand sentiment analytics

TrackingQ3 2026

Detect whether AI models mention your brand positively, neutrally, or negatively, per model and topic.

Planned

8 items

Public brand visibility pages

PlatformQ3 2026

Auto-generated SEO pages showing AI visibility scores for tracked brands, with leaderboard and category rankings.

PDF reports with charts

PlatformQ3 2026

One-click shareable PDF reports with full charts, trend lines, and competitor comparisons.

"Why am I not cited?" diagnosis

TrackingQ3 2026

For every prompt where your brand is missing, get a concrete reason AI didn't recommend you, and the content that would fix it.

Action impact tracking

ContentQ3 2026

Publish a recommended piece of content, then see the measured visibility lift it produced, attributed per source.

Competitor move alerts

TrackingQ3 2026

Get notified the moment a competitor starts (or stops) appearing in AI answers for your key topics.

Slack and Teams alerts

IntegrationsQ3 2026

Push visibility change alerts and campaign results directly to Slack or Microsoft Teams channels.

Embeddable visibility badge

PlatformQ4 2026

Show off your AI visibility ranking with a badge you can embed on your own site, kept up to date automatically.

Annual billing (-20%)

PlatformQ4 2026

Save 20% by switching to annual billing, available on all paid plans.

Future idea

5 items

AI visibility forecast

Tracking

Predict how your visibility will evolve after publishing recommended content, with confidence intervals per model.

Geo & multi-market visibility

Tracking

Track how AI recommendations change by country and language, so you can see who wins in each market.

New-model drift detection

Tracking

Automatically measure how your visibility shifts when a major new AI model launches or updates.

Product visibility tracking

Tracking

Track which specific products AI models recommend for purchase-intent queries, beyond brand-level tracking.

Looker Studio connector

Integrations

Pull AI visibility data directly into your Looker Studio dashboards for custom reporting.

Start while we're building

The Free plan is available right now: 10 credits/month, 1 brand, forever.