Independent source guide

Snapchat Public Profile data: Stories, Spotlight and metrics

Map Snapchat Public Profile content and metrics: Stories, Spotlight and Lenses, in-app Insights labels and time windows, and the Snap terms that govern automated access.

Updated · datawebot team

A Public Profile is the owner record; its Stories, Spotlights and Lenses are assets

Snap describes Public Profiles as homes for public brand and creator content. Keep that profile identity apart from each content asset and its own lifecycle; a public profile is not proof that the creator has authorized access to private insights.

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A Public Profile is the owner record; its Stories, Spotlights and Lenses are assets
Source recordSnap's documented scopeKeep distinct
Public ProfileA public creator or business profile.Profile details describe the profile; they do not imply creator data-sharing consent.
StoryAn ephemeral public Story that is viewable for a limited time.Record the Story and its posting time when shown. A Story view is not a profile visit.
Saved Story or SpotlightSaved Stories remain on a profile; Spotlights are persistent video Snaps distributed in Spotlight.Keep Saved Story and Spotlight asset types separate even when both remain available after posting.
LensAn augmented-reality experience surfaced through Snapchat's camera.Treat Lens plays, scans and play time as Lens measures, not video views or profile reach.

Metric names and meaning depend on the asset and reporting surface

Snapchat Support describes in-app Insights labels for Stories, Spotlight and profiles. Do not assume a metric with a similar name uses the same period or aggregation across those surfaces, or that an account-only Insights figure is publicly visible.

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Metric names and meaning depend on the asset and reporting surface
Asset and surfaceDocumented examplesInterpretation rule
Public Story InsightsViews, viewers, screenshots, replies, swipe-ups, interactions, average view time and total view time.Snap groups past Public Story Snaps in 24-hour windows; preserve the Story/Snap and selected Insights range.
Spotlight InsightsViews, unique viewers, followers gained, favorites where enabled, reposts, comments, shares, clicks and view-time measures.Some viewer, repost, comment and share counts may also appear publicly. Keep public display separate from account-only Insights.
Profile InsightsProfile subscriber counts and profile-level or audience summaries in the in-app Insights view.Keep profile-level totals separate from asset-level viewers and note the interface that supplied them.

Snap's user terms cover different regions

Snap's Terms of Service effective 21 September 2026 prohibit automated or semi-automated access, extraction or copying under the Snap Inc. terms. The separate Snap Group Limited terms contain a narrow exception for eligible researchers collecting publicly available data under the EU Digital Services Act.

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Snap's user terms cover different regions
DocumentReviewed scopeDo not overread
Snap Inc. TermsThe U.S. terms list robots, scrapers, scripts and other automated or semi-automated means to access, extract or copy Services data as prohibited.Attribute this to the U.S. terms and effective date; do not describe it as the exact clause for every region or account.
Snap Group Limited TermsThe non-U.S. terms retain a stated eligible-researcher exception for public data under the EU Digital Services Act.Do not extend the exception to any researcher, other regions or private data.

Use Snapchat Public Profiles for creator content, not shopping catalog fields

Snapchat Public Profiles are about brand and creator profiles, their content assets and metrics. They are not a public product catalog and do not expose private messages, friends or non-public account dashboards. For shoppable product records, use a source page that documents the product/catalog surface separately.

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Use Snapchat Public Profiles for creator content, not shopping catalog fields
Research questionSource boundaryNext reference
Public creator or brand content metricsPublic Profile and asset statistics, subject to what the profile shows publicly and what the creator shares.Keep profile, asset, metric name and period.
Shopping product catalogProduct identifiers, offers and shoppable listing fields require a commerce source and its own evidence.Compare Instagram Shopping's catalog scope separately from Snapchat creator analytics.
Collection or use permissionPublic visibility does not replace the terms or permissions for the actual collection route.Review the crawler/access guide and verify reviewed coverage before planning a workflow.

Content reviewed 2026-10-18.