Product Features Roadmap Status

This page merges 3 inputs into one execution map:

1. Matteo's expert-call feature list (agency-first roadmap).
2. Full competitor corpus already processed in docs (175/175 pages).
3. Current Visyble implementation evidence from generated frontend/backend docs and OpenAPI-linked references.

Legend

• Implemented: present in product and visibly wired in current docs/flows.
• Partial: backend/API or partial UI exists, but execution/reporting/UX is incomplete.
• Missing: no clear implementation evidence in current docs.

Visualization: Readiness vs Impact

Visualization: Delivery Sequence

Current Status Matrix (Matteo Roadmap)

Area	Sub-feature	Status	What we have now	Missing / gap
1.1 Measurement	Brand presence / visibility / prompt coverage	Partial	Visibility analytics surfaces exist; visibility drilldown endpoint exists.	Share-of-voice and prompt/topic visibility need stronger first-class UX and reporting defaults.
1.2 Measurement	Mentions vs citations vs links + mismatch	Partial	Citations endpoints and mismatch endpoint exist; source URLs/domains/gap-analysis exist.	Explicit split direct-link/backlink/no-link and clearer mismatch dashboard UX still needed.
1.3 Measurement	Time history + period diffs + prompt audit trail	Partial	Prompt history endpoint exists; job and analytics data available.	Standardized period diff UX (30/60/90 + custom exact days) and faster prompt-level timeline controls need polish.
2.1 Prompt Layer	Prompt library + guided templates	Partial	Prompt and onboarding endpoints exist.	Guided, agency-grade prompt-template selection UX is not yet clearly documented as complete.
2.2 Prompt Layer	CSV prompt import	Partial	upload-csv endpoint exists.	Production-grade UX flow (column mapping, validation, retries) not clearly evidenced in docs.
3.1 Bias	Personas / persona-based prompting	Partial	Persona CRUD endpoints and UI references exist.	Persona application to run-level analytics and trust messaging needs explicit end-to-end UX.
3.2 Bias	Geo split + local variability	Partial	Geo domain endpoints exist; region analytics endpoints exist in backend domain map.	Local/near-me controlled geolocation workflow not clearly productized in docs UX.
3.3 Bias	Mobile vs desktop split	Missing	No clear surfaced split in generated docs.	Separate device-level collection and reporting layer required.
3.4 Bias	Repetition/sampling stability	Missing	No explicit N-run statistical stability module in docs.	Needs run sampling controls + stability score visualization.
4.1 Competitive	Competitor compare + share-of-voice	Partial	Competitor-related endpoints exist; share-of-voice endpoint exists in backend map.	Needs prominent competitor comparison workflows in dashboard + insight narratives.
4.2 Brand perception	Sentiment + recurring claims	Partial	Sentiment endpoints are present in backend map.	End-user sentiment/perception workflows appear under-exposed or incomplete in docs UX.
5.1 Reporting	PDF/share link/export CSV/raw data	Partial	CSV exports and workspace export endpoints exist.	Client-ready monthly PDF/share link and packaged agency reporting templates need completion.
5.2 Workflow	Notes + recommendation history	Missing	Action timeline/recommendation status endpoints partially exist.	Usable timeline notes and action-to-outcome narrative layer missing in docs UX.
5.3 Agency operations	Multi-brand / multi-site portfolio	Partial	Brands and brand-domain endpoints exist.	Portfolio dashboards and multi-property rollup views need stronger agency-first UX.
6.1 Integrations	Google Search Console	Missing	GA integration exists.	GSC long-tail query ingestion and prompt suggestion loop missing.
6.2 Integrations	Bing Webmaster Tools	Missing	No clear Bing webmaster integration evidence.	Bing query ingestion and mapping missing.
6.3 Integrations	GA / Looker Studio	Partial	GA endpoints/status exist.	Looker-style reporting connector packaging and narrative docs need expansion.
7 Audit module	Fast audit for proposals / sales enablement	Missing	Onboarding discovery + analytics exist in pieces.	Dedicated "audit for pitch" workflow and exportable proposal artifact missing.
8.1 GEO Advisor	Recommendation engine with evidence + confidence	Partial	Recommendation endpoints exist.	Guardrails, confidence score, and evidence citations need strict product UX.
8.2 GEO Advisor	Track recommendation -> result	Missing	Partial status update endpoints exist.	Before/after attribution and advice effectiveness tracking missing.
9.1 UX Packaging	Super clear UI + manager-friendly consumption	Partial	Core docs and product surfaces exist.	Executive mobile-first summary views and adoption-oriented packaging can improve.
9.2 Localization	Italian UI support	Missing	No explicit IT localization in current docs IA.	Italian localization strategy + language toggles needed.

Must-Have Set (Brutal Cut) vs Current Status

Interpretation: the core architecture is strong, but most agency-critical capabilities are still Partial and need productization/packaging, while several trust-building items are still Missing.

Evidence Base Used

• Full coverage and proof page: competitive-intelligence/coverage-audit-and-traceability (175/175 processed).
• Full inventory of one-by-one pages: competitive-intelligence/article-by-article-inventory.
• Curated competitor deep-dive and implementation specs: competitive-intelligence/feature-gap-deep-dive.

Recommended Next Action

Convert this matrix into delivery tickets by grouping all Missing + top Partial rows into:

• P0 Reliability + Measurement
• P1 Agency Workflow + Reporting
• P2 Integrations + Sales Enablement

This keeps the roadmap aligned with what agencies actually buy and use monthly.