Capability 4 — account / state: the site remembers who the visitor is and what they have done (login, saved items, order history, progress) so returning visitors resume rather than restart
Capability: The site remembers who the visitor is and what they have done — login, saved items, order history, progress through a task — so a returning visitor resumes rather than restarts.
The defining test: if you log out and back in, the site shows you something different from what a brand-new visitor sees.
Source: Industry-consensus definitional framing.
Confidence: Industry-consensus (definitional).
Caveat — evidence base thin for outcomes: like Capability 2 — interactive functionality: the visitor supplies input and the site returns a computed or looked-up result (calculator, quote, search, booking, configurator), there is no clean primary dataset tying account / state specifically to conversion or retention for general SMB marketing websites (GAP — no clean, current, primary dataset ties interactive features (calculators, booking, account state) specifically to conversion / retention for general SMB marketing websites). The value case rests on customer-experience / utility logic rather than search-visibility data.
Business types most served: retailers (cart, order history, returns), service businesses with repeat engagement (portal-based clients, project status), B2B with ongoing relationships (renewals, usage dashboards).
Why this matters for Candid: The capability with the highest implementation cost and the strongest lock-in once a client adopts it — recommend deliberately, not reflexively.
Referenced by (7)
- reference Research brief: the website as a working surface of the business — four capabilities, AI-citation decoupling, freshness as a real signal (June 2026) relates-to
- reference Capability 1 — structured, queryable data: content stored as records with fields, types and relationships so it can be filtered, sorted, searched, and assembled on demand relates-to
- reference Capability 2 — interactive functionality: the visitor supplies input and the site returns a computed or looked-up result (calculator, quote, search, booking, configurator) relates-to
- reference Capability 3 — live or frequently-updated data: content whose value depends on currency (availability, pricing, status, hours, inventory) refreshed on a cadence rather than written once relates-to
- reference Boundary: a static page with a contact form (or "occasional email trigger") exhibits NONE of the four working-surface capabilities relates-to
- rule R1 — Most businesses benefit from AT LEAST ONE of the four working-surface capabilities, NOT all four; match the capability to acquisition / service mode relates-to
- rule R7 — Match the working-surface capability to the business type: booking + live availability for trades, calculator / assessment for consulting, queryable products + account for retail relates-to