AI chatbot for Relevanssi: smarter site search answers
SleekAI sits on top of your Relevanssi index, reads ranked results from wp_posts, postmeta, and the relevanssi tables, and explains them in plain language. Bring your own OpenAI, Anthropic, Google, or OpenRouter key.
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When better ranking still isn't an answer
Relevanssi already does the hard work: fuzzy matching, custom field weighting, partial words, taxonomy boosts, and per-post-type ordering. But the output is still a list of ten blue links. Visitors who can't translate a list into an answer bounce, and the wp_relevanssi_log table fills up with the same unresolved queries every week.
SleekAI maps the Relevanssi result set into a variable that the chatbot reads on every turn. Titles, excerpts, custom field snippets, and ACF values from wp_postmeta all land in the system message, and the model summarises the top three matches with a direct link to each. Per-post-type rules from Relevanssi survive because SleekAI re-uses the same query, so weighting for product pages versus docs still applies.
Most generic search bots index your site separately and drift out of sync within a week. SleekAI doesn't. It calls Relevanssi at request time, so a freshly published post is searchable the moment Relevanssi indexes it, and a removed page disappears from answers the moment Relevanssi drops it. The wp_relevanssi_log data feeds the same chatbot so you can spot the queries that never resolved and write a page for them.
Workflow
How SleekAI plugs into Relevanssi
Map the index
Reuse your weights
Bring your own key
Mine the logs
Try it now
A typical site search conversation
Comparison
Generic chatbot vs SleekAI for Relevanssi
Generic chatbot
- Maintains its own index that drifts out of sync with WordPress
- Ignores your Relevanssi weights, synonyms, and stopwords
- Can't answer from custom fields or ACF the way Relevanssi can
- Won't surface your unresolved-query log for content gap analysis
- Treats every post type the same, breaks your boosting rules
SleekAI chatbot
- Reads ranked results from Relevanssi at request time, no separate index
- Inherits your weights, synonyms, and per-post-type boosting
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Pulls custom field snippets from
wp_postmetainto answers -
Surfaces unanswered queries from
wp_relevanssi_log - Answers cite the exact post URL so visitors can verify the source
Features
What SleekAI gives you for Relevanssi
Conversational search layer
The chatbot calls Relevanssi for each query and explains the top three matches in plain language. Visitors get an answer plus the link, instead of a list of ten and a guess about which one to click.
Respects your weighting
Custom field weights, synonyms, stopwords, and per-post-type ordering all stay in force because SleekAI uses the same Relevanssi query the search form uses, not a parallel index.
Find content gaps
Connect the chatbot to the relevanssi log table and let it summarise queries that returned nothing, so your editorial team has a weekly list of posts the audience is actively asking for.
Use cases
Where Relevanssi sites lean on SleekAI
Knowledge bases and docs
Long documentation sites where visitors search in full sentences. The bot summarises the top match and points at the deep link so the answer is one click, not three.
Editorial archives
News and magazine sites with thousands of posts. Readers can ask about a topic by year, author, or category, and the bot ranks by Relevanssi's date and relevance weights.
Catalogs with attributes
Sites that use Relevanssi to weight ACF and product attributes. The bot answers from those fields, not just titles, so colour and size queries actually resolve.
The bigger picture
Why search-aware AI matters for Relevanssi sites
Relevanssi already solves the ranking problem most WordPress sites have with the core search. It indexes custom fields, applies per-post-type weighting, handles synonyms, and logs every query so the editorial team can see what real visitors typed. But ranking is not the same as answering.
A visitor on a long documentation site or a deep editorial archive still has to read three or four results, scan headings, and decide which page actually addresses their question. Many will not. They will bounce or open a ticket.
Bolting a generic chatbot on top makes this worse, because it indexes the site separately, ignores Relevanssi's weights, and quietly hallucinates when fresh content has not made it into its own embedding store yet. SleekAI takes a different path. It calls Relevanssi at request time, inherits every weight and synonym and post-type rule already configured, and asks the language model to write one paragraph from the top three results with the canonical URL attached.
The visitor reads an answer, follows the link if they want detail, and the relevanssi log keeps recording the long tail of natural language queries the team can use to plan next quarter's content.
Questions
Common questions about SleekAI for Relevanssi
No. SleekAI works with the free Relevanssi plugin as long as the index covers the post types and fields you want answered. Premium adds per-user logs, multisite indexing, and custom field weighting at finer granularity, but the integration itself runs against either tier.
 No, and that's the point. SleekAI calls Relevanssi at request time, so the search index stays a single source of truth. If you rebuild the index, change weights, or add a stopword, the next chatbot answer reflects it immediately without a separate sync job.
 Yes. Relevanssi already indexes the custom fields you configure, and SleekAI passes those snippets into the system message. ACF text and textarea fields work out of the box. Repeater fields work as long as they are flattened in the Relevanssi settings.
 The bot can answer politely that there is no match in the indexed content and offer the closest topics you do cover. The query is still written to wp_relevanssi_log, so it shows up in your weekly review and feeds a list of content gaps to plug.
 Yes. Relevanssi's own exclude rules, password protection, and post status filters apply because SleekAI is using the regular Relevanssi query API. Private and draft content stays out of answers unless the visitor is logged in with the right role.
 Yes. WPML and Polylang both expose language context that Relevanssi picks up, and SleekAI re-uses the same query, so an English visitor sees English results and a German visitor sees German ones. You can also run two chatbots, one per language.
 AJAX search returns the same list faster. SleekAI returns an answer. It reads the top results, picks the one most likely to resolve the question, and writes a one paragraph reply with the citation, which is the difference between a visitor finding something and a visitor giving up.
 Yes. Search summarisation is a great fit for smaller, cheaper models. Many Relevanssi sites run the chatbot on GPT-4o-mini, Claude Haiku, or Gemini Flash at a fraction of a cent per conversation, because the heavy lifting is already done by the Relevanssi ranking.
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