AI chatbot for Post Types Order: order-aware product and post help
SleekAI reads the menu_order column in wp_posts that Post Types Order updates on every drag-and-drop save, so the bot lists items in the exact sequence editors arranged. Bring your own OpenAI, Anthropic, Google, or OpenRouter key.
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A chatbot that respects your editorial sort order
Post Types Order writes the manual drag-and-drop sequence into the menu_order column on the wp_posts table. With AutoSort enabled, every front-end query falls back to orderby=menu_order, so archives, related lists, and custom queries all follow the editor's intent. The plugin settings live in wp_options under cpto_options, controlling AutoSort, archive drag-and-drop, and per-post-type visibility. The order is a deliberate editorial decision, and a generic chatbot will ignore it completely.
SleekAI's Wizard maps a query into the system prompt that pulls posts ordered by menu_order ASC, so the bot reflects the same sequence visitors see on the front end. When someone asks "what are your top three services," the bot quotes the first three posts in the manually sorted list, not the latest publish date. Editors can ask the bot to confirm the order of a custom post type, find items pinned to the top, or surface anything that should be moved up.
For sites with thousands of posts, push titles plus excerpts plus menu_order into an OpenAI Files vector store keyed on the sort field, so the model retrieves only the top entries when a visitor asks for highlights. Conversation logs save each question and the matched post, which is useful for spotting items the team manually pushed up that visitors still struggle to find. A small order fix often saves a redesign.
Workflow
How order-aware chat works
Map the sorted query
WP_Query with orderby=menu_order and order=ASC for the target post type. This matches the query Post Types Order uses when AutoSort is on.
Reference positions in the prompt
Mirror the AutoSort setting
cpto_options in a second variable. If AutoSort is off, the bot only sorts by menu_order when explicitly asked, matching the front end. If on, the bot always uses the editorial sequence.
Audit positions weekly
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A typical order-respecting conversation
Comparison
Generic chatbot vs SleekAI for Post Types Order
Generic chatbot
- Ignores the menu_order column editors update on save
- Lists posts by publish date instead of editorial sequence
- Cannot tell a visitor which item is pinned to position one
- Treats every custom post type as if sort order does not exist
- Cannot help editors audit duplicate menu_order values
SleekAI chatbot
-
Queries posts with
orderby=menu_orderthe same way the plugin does -
Quotes position numbers from the
menu_ordercolumn onwp_posts -
Respects the AutoSort flag stored in
cpto_options - Works for any non-hierarchical custom post type the plugin handles
- Logs which sorted items get the most chat queries each week
Features
What SleekAI gives you for Post Types Order
Order-faithful replies
When a visitor asks for top items, the bot quotes the same sequence Post Types Order set in menu_order. Position 1 stays at position 1, not the latest publish date the LLM defaults to assuming.
AutoSort awareness
If the team turns AutoSort on or off in cpto_options, the bot follows the same rule. With AutoSort off, the bot only orders by menu_order when the system prompt explicitly asks for it, matching the front end exactly.
Position demand logs
Every chat is stored with the question and the matched post. Filter the log to find which sorted items get the most queries, then bump the under-asked items up or merge duplicates that crowd the top positions.
Use cases
Where sort-aware sites use SleekAI
Services and products in order
Agency, studio, and shop sites where the order of services or products on a landing page is an editorial decision. The bot quotes the same sequence so chat answers match the page.
Curated portfolio replies
Portfolios where the strongest case studies sit at positions one to three get the same treatment in chat. Visitors asking for highlights see the curated list, not whatever was published most recently.
Editor reorder audits
Run an admin-only chatbot scoped to the Re-Order interface. Editors can ask which items have the same menu_order value, which were moved this week, and which are still stuck at the bottom.
The bigger picture
Why order-aware chat matters
Sort order is invisible to LLMs by default. A model trained on web text knows the page ranks services and products, but it has no way to read which sits at position one unless you give it the source of truth. Post Types Order makes that source of truth a single column on wp_posts.
SleekAI reads it directly. When a visitor asks for the top three services, the chatbot quotes the same three items the homepage shows. When an editor drags a service up, the next chat reflects the new position immediately.
There is no rebuild, no cache to clear, and no JSON export. Editors also get a quiet audit tool. The conversation log shows which items visitors ask about most.
Some of those will already sit at the top because the team curated the list well. Others will sit at the bottom because the page was set up two years ago and nobody revisited the order. The bot does not change the order, the editor does, but the bot makes the case obvious.
Compared to running the same conversation through a generic chatbot, the difference is that the answer matches the page. Both should agree, and with Post Types Order plus SleekAI they do.
Questions
Common questions about SleekAI for Post Types Order
Yes. Post Types Order writes the sort to the menu_order column on wp_posts, and SleekAI's Wizard maps a query that uses orderby=menu_order with order=ASC. The bot sees the same sequence the front end shows when AutoSort is active. Editors who drag a post to a new position see chat replies reflect the change on the next request.
With AutoSort off, Post Types Order does not modify front-end queries automatically. The chatbot follows the same logic. The system prompt has to opt into menu_order explicitly, mirroring how the front end works. This keeps the bot in sync with the rest of the site rather than overriding the editor's setup.
 
Post Types Order targets non-hierarchical post types, but Pages already use menu_order for the standard WordPress sort. The chatbot can read either case. If you need hierarchical custom post types sorted, the developer suggests Advanced Post Types Order, which the bot can also map against.
Yes. The bot reads the menu_order column directly, so asking for the top item, the first three, or the bottom of the list all return real positions. Editors often use this to verify a recent reorder without opening the Re-Order interface in the admin.
WordPress allows ties in menu_order. Post Types Order resolves them by post ID, and the chatbot reports the same order. Editors who want to audit duplicates can ask the bot to list any position that contains more than one post, then drag one of them up to break the tie.
Both plugins write to menu_order, so only one should be active at a time. The chatbot does not care which plugin wrote the value, it reads the column directly. The plugin author specifically notes incompatibility with the alternative, so pick one and the bot follows whichever you keep.
Yes. Multibot lets you run one chatbot scoped to the services post type ordered by menu_order, a second scoped to a portfolio post type with the same sort, and a third on the blog that prefers publish date. Each bot can have its own system prompt and tone.
menu_order is indexed on wp_posts by default, so sorting by it is cheap even for thousands of rows. The chatbot pulls the same query the front end uses, so there is no extra database load beyond what Post Types Order already creates.
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