SleekView Charts for AnsPress Pro: extended Q&A dashboards
AnsPress Pro Add-ons layer reputation, badges, and richer voting on top of the base AnsPress schema. SleekView Charts reads ap_qameta, ap_votes, and the question and answer post types and turns them into Number, Pie, Bar, and Area cards for moderators and managers.
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From AnsPress Pro data to a usable dashboard
AnsPress Pro Add-ons sit on the standard AnsPress schema: wp_posts rows with question and answer post types, ap_qameta for per-post counts (answers, vote totals, views, selected flag), and ap_votes for the per-vote log. Pro features like reputation and badges add postmeta and user meta but never replace the core tables.
SleekView Charts reads all of it. A card can rank users by reputation points stored as user meta, count questions per category from the question taxonomy, trend the daily volume of new answers from post_date on wp_posts, or sum upvotes per question from ap_qameta.votes_up. Time-series cards pull from ap_votes.vote_date to show daily voting activity at a glance.
The dashboard fits the way Pro sites actually work. Moderators see badge-eligible users and unanswered backlog per category, managers see reputation movement week over week, growth sees the top reputation gainers. Every card reads live tables, so the leaderboard the team checks at standup is the same data the front end serves a minute later.
Workflow
Chart AnsPress Pro data in four steps
Pick a source table
wp_posts, ap_qameta, ap_votes, or wp_usermeta depending on whether the question is about posts, votes, or reputation.
Group and aggregate
Pick the chart shape
Save and gate
Sample dashboard
Charts you can build from AnsPress Pro data
Total questions
wp_posts rows with post_type = question, a clean top-line for the dashboard, with the previous month underneath as context.
Count
Questions by category
Count
group by question_category
Top users by reputation
ap_reputation user meta key the Pro add-ons maintain. Surfaces power users for newsletters and shout-outs.
Sum(ap_reputation)
group by user_id
Votes per day
ap_votes.vote_date. Shows engagement trends and the impact of campaigns or featured questions on the community.
Count
group by vote_date
Comparison
Default AnsPress Pro admin vs SleekView Charts
Default AnsPress admin
- Reputation lives in user meta but the admin only shows it on each profile page
-
ap_votesis a rich log nobody charts as a daily trend - Per-category question volume needs manual filtering across screens
- No leaderboard view across reputation, votes, or accepted-answer counts
- Pro features add data but no dashboard layer to read it from
SleekView Charts
-
Count, Sum, and Average across
wp_posts,ap_qameta,ap_votes -
Reputation leaderboard from
ap_reputationuser meta - Per-category Pie cards using the question taxonomy
-
Time-series Area cards from
ap_votes.vote_date - Save dashboards per role for moderators, managers, and growth
Features
What SleekView Charts gives you for AnsPress Pro Add-ons
Cards over AnsPress tables and meta
Every card queries ap_qameta, ap_votes, the question and answer post types, and the user meta the Pro add-ons write. The dashboard tracks the live state of the Q&A rather than a stale export.
Number, Bar, Pie, Area
Build top-line KPIs in Number, leaderboards in Bar, category splits in Pie, daily activity in Area. Seven chart types cover the most useful Pro-feature reports in two clicks each.
Per-role dashboards
Save dashboards per role and gate them by capability. Moderators open the queue-and-flag view, managers open activity, growth opens the reputation leaderboard, all from one SleekView install.
Audience
Who runs charts on AnsPress Pro
Moderators
Per-category bar of unanswered questions plus a daily vote area, so moderation effort shifts to the categories and days that actually need attention.
Community managers
Weekly KPI cards for new questions and answers plus a per-category pie. Confirms whether the community is widening its topic base or relying on the same few categories.
Growth teams
Reputation leaderboard from user meta and a top-voted-questions bar from ap_qameta. Surfaces the contributors and content most worth amplifying through newsletters and search.
The bigger picture
Why reputation and votes need a dashboard
AnsPress Pro Add-ons turn a basic Q&A into a reputation-driven community, but the dashboard does not keep up. Reputation accumulates as a user meta value the admin only shows on each profile. Votes pile up in ap_votes as a log nobody trends.
Categories grow at different rates without a visible breakdown. The pieces are all there in the database but they never come together. SleekView Charts is the chart layer that connects them.
A reputation leaderboard, a daily vote area, a per-category question pie, and a weekly KPI for new questions all live on one dashboard, gated per role. The team sees who is contributing, where the community is growing, and which days carry the load, without exporting to spreadsheets or installing a generic analytics tool that does not know the AnsPress schema.
Questions
Common questions about SleekView Charts for AnsPress Pro Add-ons
Anything that writes to wp_posts, ap_qameta, ap_votes, or to user or post meta. That includes reputation, badges, accepted-answer counts, and the standard question and answer post types. The dashboard does not care which Pro add-ons are active as long as the data lands in those tables.
Yes. Reputation lives in wp_usermeta under a key like ap_reputation. A Bar card grouped by user ID and aggregated by Sum over that meta value ranks users by total reputation. The Horizontal variant fits long display names cleanly.
ap_votes stores every vote with a vote_date column. An Area card grouped by vote_date with a Count aggregation gives a clean daily trend over the date range the card defines. Filter by vote_type to split upvotes and downvotes.
Yes. ap_votes.vote_type distinguishes vote, flag, and other vote actions. A Pie card grouped by vote_type shows the mix at a glance, useful for spotting flag spikes alongside the normal vote flow.
Yes. ap_qameta includes a selected-answer flag per question row. A card filtering questions where the selected flag is set, divided by total questions in the same range, gives an accepted-answer ratio per category or per week.
Yes. AnsPress Pro can scope categories per role; SleekView Charts respects standard taxonomy queries and shows whatever categories the current user is allowed to see, so role-gated dashboards remain consistent with front-end visibility.
 Cards run paginated, indexed queries against the same tables AnsPress reads for the front end. A busy Q&A site loads dashboards at admin-list speed. For very large vote logs, scope cards by date range to keep aggregations responsive.
 Yes. Save a dashboard, gate it by capability or role, and moderators, managers, and growth each land on the saved view that fits their job. One SleekView install supports several personas at once.
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