GeoSuite public roadmap — what we are shipping in AI visibility tooling

Google reviews in the workspace: connect your Business Profile and monitor Google reviews in GeoSuite with automatic sync and alerts on changes

Geo Assistant: an agentic AI chat that runs your tools and reads your audits in plain language — ask for a brief, a citation plan or a gap analysis and it orchestrates the right tool for you

GA4 referrers connector: connect Google Analytics 4 and see how much traffic actually arrives from AI assistants — ChatGPT, Perplexity, Gemini, Copilot — tying AI visibility to real sessions

Gap-driven editorial calendar: a plan generated from the audit covering missing topics by persona and query type — not a generic SEO calendar

Coverage of Claude.ai, Meta AI and Mistral: bring your own API keys and cover all generative engines relevant to your market

Content studio: pick the AI model, define brand-voice rules and generate GEO-optimised content starting from the audit's gaps — multi-channel output

Measure → generate → re-measure loop: published content attributed to the visibility delta in the next audit

Multi-market and multi-language audits: brands active across countries audited in parallel, AI visibility compared market by market

Cross-engine brand audit: measure how ChatGPT, Gemini and Perplexity talk about your brand — brand recall, share of voice, sentiment and competitor map

Per-product ecommerce audit: PMF score on buyer-intent queries — how often AI recommends you when a customer searches for what you sell (Shopify, WooCommerce, Magento, PrestaShop)

Multi-client agency workspace: manage all brand clients from one place, with role-based access, separate audits and per-brand history

Real-time grounding with Perplexity: comparison and recommendation queries draw from live web data, not just the model's training cutoff

Audit history and change tracking: see how AI visibility shifts audit to audit, with highlighted deltas on every metric

Questions generated from the brand's real context: no fixed templates — every audit builds queries from the specific brand's positioning, audience and competitors

Structured, editable context pack: every audit produces a complete brand profile (industry, positioning, audience, key attributes, customer problems) — shared foundation for all downstream tools

No false positives on citations: every AI mention validated by a classifier that distinguishes the brand from homonyms, common product names and ambiguous words

Metrics with confidence intervals: Share of Voice and Brand Recall calculated on multi-run sampling — no single-pass readings

Knowledge cutoff per AI engine: every result shows which data the model is based on — useful for reading visibility deltas in the right temporal context

White-label PDF reports: download the report with your agency logo, brand colours and custom footer — ready to hand to the client

Live industry benchmark: your AI visibility score compared against the real sub-industry average — actual audit data, not estimates

Coverage map: visualise which topics, query types and audience segments your brand is silent on while competitors already have a voice

7 operational tools built on audit gaps: Brief Lab, Citation Outreach, Audience Radar, Brand Mirror (brand) + Product Booster, Category Lens, Shop Citation Plan (ecommerce) — with per-plan quotas and run history

Why AI cites you — or doesn't: for every answer, see which content drove the citation, which attributes matter and the counter-factual on what's missing

Alignment to declared positioning: measures whether AI describes your brand the way you intended, or whether the market perceives something different

Fix verification: every backlog task has a Verify button that re-measures the impact without re-running a full audit

Per-plan configurable limits: how many brands, monthly audits and tool runs per plan — manageable without deploys from the admin console

Shareable audit link: send the report to your end client via a public link — no GeoSuite account required, revocable at any time

Audit parameter versioning: save snapshots of knobs, context pack, competitor list and personas — restore previous configurations or compare settings over time

AI market intelligence: competitor content analysis, citation graph, co-cited entities and AI-perceived positioning vs. declared positioning