GAP — no clean, current, primary dataset ties interactive features (calculators, booking, account state) specifically to conversion / retention for general SMB marketing websites
Summary
Gap: No clean, current, primary dataset ties interactive features specifically (calculators, booking, account state) to conversion or retention for general SMB marketing websites. Available figures are vendor-sourced and frequently recycle the quarantined Mediafly stat (QUARANTINE — "Interactive content drives 52.6% more engagement / 13 min vs 8.5 min" traces to a single Mediafly press release 2022; B2B sales-enablement decks, NOT marketing-website visitors).
Source: Literature search, June 2026.
Confidence: Verified (gap-in-evidence).
Why this matters for Candid: The interactivity and account-state capabilities are argued on definitional / mechanism grounds, not on a strong outcome dataset. Be honest about this in client conversations: the case for Capability 2 — interactive functionality: the visitor supplies input and the site returns a computed or looked-up result (calculator, quote, search, booking, configurator) and 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 is customer-experience / utility logic, not search-visibility evidence.
Related entries
Referenced by (5)
- 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 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 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 relates-to
- research-notes QUARANTINE — "Interactive content drives 52.6% more engagement / 13 min vs 8.5 min" traces to a single Mediafly press release 2022; B2B sales-enablement decks, NOT marketing-website visitors relates-to
- reference Caveats for the working-surface brief: independent anchors (Pew, peer-reviewed GEO paper, Ahrefs large-N) carry the load; vendor figures are range / corroboration, not independent confirmation relates-to