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Roadmap

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

What we are shipping next, what we are building right now and what is already in production. The public roadmap of the GeoSuite AI visibility platform.

This page is the single source of truth for what we are building inside the GeoSuite AI visibility platform. We publish it because the category — brand visibility across generative engines like ChatGPT, Gemini, Perplexity and Claude — is moving faster than the tooling around it, and we want agencies, brand teams and ecommerce operators to know what to expect from us next, not only what is live today. Each block below pairs a theme with concrete deliverables: the cross-engine brand audit, the e-commerce per-product PMF score, the agency workspace, the integrations with Shopify, WooCommerce, Magento and PrestaShop, and the content generation layer. Items marked shipped are in production and available on every account. Items in progress are under active development with a target in the current quarter. Items planned are committed but not yet started — scope and ordering can still shift. If something on this page would unblock an audit, a client deliverable, an integration or a workflow you are paying for, write to us via the contact form: we adjust priority for paid agency and brand customers, and we tell you honestly when we will not. This page is updated every time we ship a change worth communicating.

  1. Q1 2026

    Platform foundations — shipped

    • 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

  2. Q2 2026

    Precision audit — shipped

    • 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

  3. Q3 2026 · Current

    From diagnosis to action

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

  4. Q4 2026

    Generation & market intelligence

    • Content studio: pick the AI model, define brand-voice rules and generate GEO-optimised content starting from the audit's gaps — multi-channel output
    • Gap-driven editorial calendar: a plan generated from the audit covering missing topics by persona and query type — not a generic SEO calendar
    • AI market intelligence: competitor content analysis, citation graph, co-cited entities and AI-perceived positioning vs. declared positioning
    • Measure → generate → re-measure loop: published content attributed to the visibility delta in the next audit
    • Coverage of Claude.ai, Meta AI and Mistral: bring your own API keys and cover all generative engines relevant to your market
    • Multi-market and multi-language audits: brands active across countries audited in parallel, AI visibility compared market by market