Technical Data & Other Definitions - STILINGUE July 02, 2025 16:55 Updated Index: Introduction STILINGUE Smart Care and Proprietary Metrics Listening SLA for non-proprietary channels Social metrics Number of followers Additional collections Technical restrictions Introduction Understand how the collection time operates in each STILINGUE module and how it relates to your research. STILINGUE operates transparently so that you can access relevant data about your research. See below the main information about the collection time (SLA) and other technical details in different areas of the platform. Customized Services: Need assistance in calculating and setting goals based on market analyses/trends? We can assist you! Our team of experts is ready to assist you. Contact your STILINGUE account manager to gain access to this and several other services. STILINGUE Smart Care and Proprietary Metrics For both modules, all collection channels have a 95% SLA between the average time and the time limit (indicated below). The collection expectation is 99.0% of posts within 24 hours after the time limit. These percentages should be calculated using a 24-hour filter for each type of publication and without any other restrictions on the filter, i.e., the overall volume should be analyzed for each type of interaction. Channel Type of publication Average Time / Time Limit (up to 95% of the data) Facebook Inbox 2 minutes / up to 15 min Comments 10 minutes \/ up to 15 min Comments on Dark Post/Dynamic 5 minutes / up to 15 min Evaluation 30 minutes / up to 60 min Mention 5 minutes / up to 15 min Posts (Visitors) 10 minutes \/ up to 15 min Posts 10 minutes \/ up to 15 min Dynamic Posts 5 minutes / up to 15 min Dark Posts 5 minutes / up to 15 min Instagram Inbox (Instagram Messenger) 1 minute / up to 15 min Comments 5 minutes / up to 15 min Comments in mention 60 minutes / up to 180 min Posts 6 minutes / up to 15 min Mentions 5 minutes / up to 15 min Dark posts 60 minutes / up to 100 min Comments on Dark Post 90 minutes / up to 120 min Stories 60 minutes / up to 100 min Tag/Marking 5 minutes / up to 15 min Twitter Inbox 1 minute / up to 15 min Posts and Mentions 5 minutes / up to 15 min Youtube Comments 3 minutes / up to 30 min Posts 6 minutes / up to 15 min Linkedin Posts 5 minutes / up to 15 min Comments 15 minutes \/ up to 90 min mention 6 hours / Up to 24 hours Comment in Mention 10 minutes / Up to 60 minutes Google play Reviews 5 minutes / up to 15 min Google My Business Reviews 5 minutes / up to 15 min Comments 5 minutes / up to 15 min TikTok Videos 5 minutes/15 minutes Comments Responses Comments that mention 25 hours¹² Videos that mention 25 hours¹² 1- Due to API call limitations, LinkedIn mentions are subject to a collection preference system. This means that if a page does not receive new mentions during the day, it is deprioritized. The same occurs when a mention does not receive new comments within 24 hours. If new interactions are found, prioritization is reestablished for new attempts. It’s important to highlight that the collection of mentions and comments on mentions on LinkedIn, the collection of comments on mentions on Instagram, and the collection of comments or videos that mention on TikTok are based on sample volumes. You can find more details in the documentation for LinkedIn, Instagram, and TikTok.2- Due to limitations in the TikTok API, we confirm that any type of mention may take up to 24 hours to appear in the API for collection. Listening Regarding the collection time, that is, the time it may take for interactions to be collected:95% of the data from the Search Configuration is guaranteed to be collected between the average time and the time limit, and 99% of publications are collected within 24 hours after the time limit. These percentages should be calculated using a 7-day filter for each channel, without any other restrictions in the filter—meaning the overall volume should be analyzed per channel. Regarding the collection volume, that is, the total amount of data collected:It is important to note that the collection volume will always be based on sampling. Even in these cases, the column “Collected Volume” will specify the conditions under which the volume is not sampled (such as certain network operators). This is due to existing API limitations. SLA for non-proprietary channels Channel Type of publication Average Time / Time Limit (up to 95% of the data) Collecting posts from other channels (except for clippings) News 4 to 7 hours2 Facebook and YouTube comments1 Up to 30 minutes on the priority list3 4 to 5 hours outside the list2 Blogs Up to 1 hour on the priority list3 8 to 12 hours outside the list2 Reclame aqui (complaints) 7 to 10 hours2 Forums 8 to 10 hours2 BlueSky 1 to 2 hours4 1 Collection of comments or specific posts not belonging to the priority list is not guaranteed. 2 Additional time to the collection time of the previous table (Proprietary Metrics and STILINGUE Smart Care). 3 The priority list is managed in the Search Configuration. The user needs to input the link, blog RSS, or the username in the case of social media. 4 The Bluesky API documentation does not specify its delivery SLA. Based on the technical validations we conducted, we identified that we have access to approximately over 90% of the data. With this, we internally calculated an average collection time of between 1 and 2 hours. It is important to emphasize that since the API itself does not define a collection timeframe, there is still a possibility of not meeting this average. Proprietary Social Metrics for Pages Updated at least once a day. Supported for: TikTok and Instagram. Proprietary Social Metrics for TikTok Video Mentions The last 1000 posts from the past 90 days will be updated once daily. You can find more details on the specific page. Proprietary Social Metrics for Instagram Ads The last 500 posts from the past 90 days will be updated once a day. Social metrics Update of interactions on a post: likes, comments, shares, and video views. Canal 1st update Future updates Minimum interactions* Facebook 30 minutes after collection Every 24 hours, for up to 7 days 10** Twitter Youtube Instagram 0 *Minimum number of followers for the user making the post for social metrics to be updated. For Twitter, after 3 attempts, if the tweet shows less than a 10% increase in the total variation of (likes + comments + shares), it will be prematurely discarded before the 7-day period. Important: We have a block in our data collection flow for competitor pages (as we do not collect proprietary data for competitors), and the client should not list their page as a competitor page, as this will block the collection of metrics. Additionally, posts that have already been collected once cannot undergo retroactive collections (as they are already in our database), and all metrics will be updated within a 30-day period. SLA for Collection Time and Volume for Non-Owned Channels Type of Publication Average Time / Time Limit (Up to 95% of Data) Collected Volume News 4 to 7 Hours² Sample-Based, Not Guaranteed¹ Facebook and YouTube Comments¹ Up to 30 minutes on the priority list³ (youtubecommentsid, youtubecommentspid, facebookcommentsid, and facebookcommentspid) 4 to 5 hours outside the list¹ Guaranteed for the monitored profile with network operators and if within the specified rules for listening collection. Sample-based otherwise. Blogs Up to 4 hours on the priority list³ Not guaranteed if outside the list² Sample-based¹ Complain Here 7 to 12 hours² Guaranteed for the monitored profile with network operators and if within the specified rules for listening collection. Sample-based otherwise. Forums 8 to 10 hours² Sample-based¹ BlueSky 1 a 2 horas⁴ Sample-based⁴ Facebook posts (collection via channels in the profile database) 1 to 2 hours on the priority list (facebookid:) Not guaranteed otherwise¹ Garantido para o perfil monitorado com operadores de rede e se dentro das regras especificadas para a coleta listening. Amostral caso contrário. YouTube videos (collection via channels in the profile database) 1 to 2 hours on the priority list (youtubeid:) Not guaranteed otherwise¹ Guaranteed for the monitored profile with network operators and if within the specified rules for listening collection. Sample-based otherwise. Instagram Business Discovery posts monitored on the dashboard. 2 to 3 hours Guaranteed for the monitored profile within the specified rules for listening collection. Sample-based otherwise. 1- The collection of specific comments or publications that are not part of the priority list is not guaranteed. For YouTube and Facebook posts, profiles must be in our internal monitoring database if they are not on the priority list. For news, blogs, and Reclame Aqui, we rely on external partners or the functionality of the technique itself. Instagram comments are not delivered in open-web collection due to Meta's restrictions. 2- Additional time beyond the collection time mentioned in the previous table (Proprietary Metrics and STILINGUE Smart Care). 3- The priority list is managed in the Search Configuration. The user needs to add the link, blog RSS, or username in the case of social networks. 4- The Bluesky API documentation does not specify its delivery SLA. Based on our technical validations, we estimate access to approximately 90% of the data. Internally, we calculate an average collection time of 1 to 2 hours. However, since the API itself does not define a collection time, there is still a possibility that this average may not be met. SLA for Querying Textual Descriptors in Listening This table specifies the time it takes for each descriptor added to the search configuration to be queried in the API. The specified time represents the minimum and maximum interval between descriptor queries, which corresponds approximately to the minimum/maximum time in which new data may appear on the dashboard. It is important to note that this process may take less time than indicated, as mentioned in note ¹ below the table. Only collections based on textual terms are included here. This means that other collections, such as Instagram and Facebook, despite being classified into groups, are activated only through monitored profile lists (due to API limitations). Collection Descriptor query time Collected volume Twitter (non-enterprise) If the term frequently returns data – 12 hours¹ If the term returns little data – 36 hours¹ Sample-based, not guaranteed Twitter SLA Elite (non-enterprise) If the term frequently returns data – 30 minutes¹ If the term returns little data – 24 hours¹ Sample-based, not guaranteed Twitter Enterprise Near real-time² for all terms Sample-based² YouTube If the term frequently returns data – 2 hours¹ If the term returns little data – 36 hours¹ Sample-based, not guaranteed YouTube SLA Elite If the term frequently returns data – 30 minutes¹ If the term returns little data – 6 hours¹ Sample-based, not guaranteed For non-Enterprise Twitter and YouTube, the social networks do not specify in their documentation the internal sampling criteria used. For Twitter Enterprise, RT collection is disabled by default, but if you need to collect this data, you can request service activation at no additional cost. It is important to note that the volume of RTs can be large, so consider this when requesting RT monitoring. 1 - Subject to Stilingue’s internal descriptor ranking algorithm: When a search keyword returns data, it is prioritized for more frequent queries, aiming to bring more data into the database. Due to internal processing optimizations, you may receive data faster than the specified minimum and maximum times. 2 - Potential data loss due to cloud or network instability: We have an internal SLA of 95% availability for the collected volume. Stilingue implements redundancy measures to mitigate possible errors and recover data from short-term temporary failures. Proprietary Social Metrics for Publications Only the last 200 publications from the past 30 days will be updated at intervals of no more than 24 hours. The first update will occur within 2 hours after collection. This condition applies to all channels across all social networks. To increase the number of updated publications or extend the time range, you must contact your account manager (CSM) in advance to assess feasibility. Important Notes: If the proprietary page is connected to multiple dashboards, regardless of the account, it is recommended to request an increase in this limit with your CSM. The 200-post limit is shared across dashboards: If connected to 2 dashboards, the effective limit is 100 posts per dashboard. If connected to 4 dashboards, the effective limit is 50 posts per dashboard. Connecting a page will result in a slight additional token consumption, which should not be an issue for pages with daily engagement. Grouping Rules for Updated Posts (200 posts per group, last 30 days) Instagram: Organic: Posts, Reels, and Carousels Dark posts Mentions (in text) Photo tags Stories are not updated Facebook: Dynamic posts Mentions Reviews Organic posts Visitor posts Dark posts TikTok: Organic posts Twitter: Organic posts Mentions YouTube: Organic posts Important: If your page receives or performs more interactions than the total defined per month within a 24-hour period, the metrics update is not guaranteed. If metrics reset for any reason, they will not be set to zero during updates for security reasons. Instead, the most recent non-zero value provided by the APIs will be retained. Social Metrics in Listening Update of interactions made on a post: likes, comments, shares, and video views. Canal 1st update Future updates Minimum interactions* Facebook 30 minutes after collection Every 24 hours, for up to 7 days 10** Twitter Youtube Instagram 0 Minimum Followers for Social Metrics Update Minimum follower requirement: The user posting must have a minimum number of followers for social metrics to be updated. Twitter-specific rule: After three attempts, if a tweet shows less than a 10% increase in the total variation of (likes + comments + shares), it will be prematurely discarded before the 7-day period, meaning it will no longer receive updates. Data collection restrictions: We have a block in our data collection flow for competitor pages (as we do not collect proprietary data for competitors). The client should not mark their own page as a competitor, as this would block their metric collection. Posts that have already been collected once cannot be collected retroactively since they are already stored in our database. All metrics will be updated within a 30-day period. Number of followers The number of followers for a profile is updated each time the post is collected, provided that the profile making the post has a minimum number of followers according to each platform: Channel Minimum number of followers Facebook 2000 Twitter Youtube Instagram 1000 Additional collections Channel Type of publication Average Time / Time Limit (up to 95% of the data) Average Time for Database Reprocessing* Up to 100,000 posts Within 24 hours from the start date. Information in the guide Over 100,000 posts Scheduled with the Customer Service team. The time may vary depending on demand and the number of posts to be reprocessed. Limitations on simultaneous result viewing Query without textual filters - 1 million results, averaging 50 seconds - 10 million results, averaging 180 seconds - 20 million results, averaging 360 seconds Textual filters search 350,000 results Frequency of updates for AAA Influencers / Creators Ranking Customized To be defined Elite Daily Ultra Daily Light Weekly Creators Express Report Weekly * When making changes to the configuration of a created search dashboard, this is the time it takes for the team to reorganize the previously collected data based on the new settings. Technical restrictions Comments on old YouTube posts: Proprietary Posts Only: Data collection is limited to proprietary posts within the last 100 posts from the past 30 days. Exclusion of Old Comments: Comments made on older posts are not collected. Non-Proprietary Pages: Comments on non-proprietary pages are not provided by the API. YouTube Post Duration: If you need to extend the collection period for YouTube posts, contact your CSM to discuss feasibility. Collection of posts and comments on connected pages: There will be a loss of data collection on pages not associated with a dashboard or pages that have lost authentication. Warnings are sent daily to clients when the system detects authentication failures. Non-proprietary Channels (Listening) Twitter Collection: We collect the latest 300 posts/mentions at a time. If the number of posts in a collection cycle exceeds 300, there may be loss. In these cases (large sports events, real-time shows, debates, or high-viewership TV programs), we recommend strengthening via Twitter GNIP Powertrack (Twitter Enterprise), as a complement. By subscribing to the Twitter PowerTrack API, there is a 100% delivery guarantee for items. By default, the collection of RTs is disabled, but if there is a need to collect this data, you can request the activation of the service at no additional cost. Collection limits What factors are taken into account in the collection limit of publications? The consumption of the publication collection limit for each plan is influenced by several variables that depend on what has been contracted by the client. To calculate the collection limit, it is necessary to sum the total number of publications from all modules contracted in the system. New modules contracted by the client or launched by STILINGUE in the future will always consume the contracted collection limit. Currently, the modules that consume the publication collection limit are: STILINGUE Smart Care, Proprietary Metrics, Listening, and the Compare Fanpages (Facebook) section within Proprietary Metrics. When the total collection limit of the panel is reached, the customer will be notified by email, and their collection will be paused. The customer is responsible for managing and utilizing the collection panel. It is advisable to prevent the panel from reaching the limit, as this may result in potential collection losses due to insufficient space. STILINGUE is not responsible for data losses caused by a lack of panel limit management. Customers can delete posts or upgrade their plan to avoid collection pauses. Technical requirements STILINGUE's data is replicated on the platform in real-time to ensure integrity in cases of failures at specific points. Furthermore, a backup policy has been developed to allow data recovery in the event of major failures. The STILINGUE War-Room platform is exclusively marketed under the SaaS (Software as a Service) model, a form of software distribution and commercialization. Within this model, STILINGUE is responsible for providing the necessary infrastructure for the customer. The technical requirements for the STILINGUE platform are as follows: Official support is provided for the latest versions of Google Chrome. Other browsers may offer portability, but official support applies exclusively to Chrome. The official version is supported by the manufacturers of Microsoft Windows and Apple Mac OS operating systems. ALL operators must have a computer with a minimum of 4GB of RAM (8GB recommended) and internet with a minimum speed of 10 Mbps. Recommended: 30 Mbps. It is necessary for ALL operators to have an email for login and INDIVIDUAL use of the tool. The release of some tools/plugins that assist us in monitoring usage and system bugs is mandatory for all operators. They are: Zendesk (ticket tool) *.zendesk.com. *.zendesk.com.br Logrocket (tool for automatic bug reproduction): *.logrocket.com, *.logrocket.io Sentry (automatic bug tracking tool): *.ravenjs.com Social Networks (Facebook, Instagram, Twitter, YouTube):*.facebook.com , *.instagram.com , *.twitter.com, *.google.com ,*.cdninstagram.com, *.facebook.net, *.tenor.co , *.fbcdn.net , *.ggpht.com SendGrid (Platform email dispatch tool): em2572.stilingue.com.br, url7811.stilingue.com.br STILINGUE : *.stilingue.com.br The release of other tools/plugins is desirable: Google Analytics *.doubleclick.net , *.google-analytics.com Github *.github.io Rollout: *.rollout.io" For more information, visit the discussion on the subject at our community or videos on our channel. 😃 Related articles Data Collected from Instagram - Proprietary Metrics Sending WhatsApp Active Messages on Blip Desk Open Sea Data Handling - YouTube Instagram Business - My connections Export Center