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AI chatbot for Borlabs Cookie: consent-config-aware support

SleekAI maps Borlabs Cookie's services, groups, content blockers, and consent state into the chatbot's prompt so visitors get answers tied to the actual configuration. Bring your own OpenAI, Anthropic, Google, or OpenRouter key.

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SleekAI chatbot for Borlabs Cookie

A bot that reads your real Borlabs configuration

Borlabs Cookie keeps its configuration in dedicated tables: wp_borlabs_cookie_groups for consent groups (Essential, Statistics, Marketing, External Media, Functional), wp_borlabs_cookie_cookies for each cookie record per group, wp_borlabs_cookie_services for the service definitions, and wp_borlabs_cookie_content_blockers for the embed blockers (YouTube, Vimeo, Google Maps, custom). Per-visitor consent is stored in the borlabs-cookie cookie as a structured JSON value.

SleekAI maps the full stack, so the system message can include the active groups, the cookies they own, the blockers in play, and the visitor's current consent state. "What's blocked until I accept External Media?" returns the list from wp_borlabs_cookie_content_blockers. "What does the Statistics group include?" returns the actual cookie list with retention. "Have I accepted Marketing?" reads the visitor cookie and answers honestly.

Display conditions scope the bot per template, multibot keeps consent help separate from product support, and conversation logs capture every privacy question with model, token usage, and origin page. SleekAI reads Borlabs Cookie; Borlabs Cookie still owns every consent write, content-blocker unlock, and group toggle.

Workflow

How SleekAI plugs into Borlabs Cookie

1

Map the consent tables

Point SleekAI at wp_borlabs_cookie_groups, _cookies, _services, and _content_blockers. Groups, cookies, service descriptions, and blocker associations become named variables for the system message.
2

Read the visitor cookie

Expose the borlabs-cookie JSON cookie to SleekAI so the bot answers truthfully about which groups the visitor accepted. Per-embed acceptance is honored because Borlabs stores that in the same structure.
3

Localize the prompt

If the site runs in multiple languages, map the localized strings for groups and blocker placeholders so the bot answers in the same wording the banner uses. No on-the-fly translation, no DPO-approved copy drift.
4

Audit and tune

Conversation logs surface which blockers and groups confuse visitors most. Editors tighten placeholder copy or split a busy group into clearer subcategories, using the bot's log as evidence.

Try it now

A typical Borlabs Cookie conversation

Visitor on a DACH-region site using Borlabs Cookie with five consent groups asks why an embedded YouTube video is blocked and how to fix it.

Comparison

Generic chatbot vs SleekAI for Borlabs Cookie

Generic chatbot

  • Doesn't read your Borlabs groups or service definitions
  • Won't explain why specific embeds are blocked
  • Can't see whether the visitor accepted External Media
  • Invents retention periods and blocker behavior
  • Treats every Borlabs install identically

SleekAI chatbot

  • Reads wp_borlabs_cookie_groups and _cookies
  • Maps wp_borlabs_cookie_content_blockers for embeds
  • Knows the visitor state from the borlabs-cookie cookie
  • Quotes per-service descriptions and retention
  • Supports per-embed acceptance flows

Features

What SleekAI gives you for Borlabs Cookie

Group-fluent

Each Borlabs group has its own cookies and services. SleekAI exposes the mapping so the bot can answer 'what does Statistics include here' with the editor's exact list and descriptions, not invented categories.

Blocker-aware

Content blockers stop YouTube, Vimeo, Maps, and custom embeds from loading. The bot reads wp_borlabs_cookie_content_blockers so it can explain why a specific embed is blocked and how to unlock it cleanly.

Per-visitor truth

The borlabs-cookie value is a structured JSON of accepted groups. SleekAI exposes it so the bot speaks accurately about the current visitor's state instead of repeating site-wide defaults.

Use cases

Where Borlabs Cookie sites use SleekAI

DACH and EU sites

Borlabs is heavily used across DACH and EU sites with strict consent. The bot can answer in the visitor's language and quote the same wording the DPO approved in each group.

Embed-heavy editorial

Sites with many YouTube, Vimeo, or Maps embeds get repeated 'why is this blocked' questions. The bot can route each one to the right group or per-embed accept without sending visitors hunting.

DPO documentation

Internal compliance bots scoped to admins can summarize services per group with their legal basis and retention, drawn from wp_borlabs_cookie_services, which speeds DPIA prep.

The bigger picture

Why a Borlabs-aware bot matters for European sites

Borlabs Cookie is one of the strictest consent stacks in WordPress, popular across DACH and EU sites that take GDPR seriously. It does more than show a banner. It blocks YouTube embeds, Vimeo, Maps, and custom embeds behind per-group consent, with optional per-embed acceptance for the cautious.

That power creates a UX problem: visitors see placeholders, get confused, ask why a video they expected to watch is showing a card. A generic chatbot has no idea the placeholder is a Borlabs content blocker, no idea which group it belongs to, and no idea whether the visitor already accepted Statistics. So it deflects, and engagement drops.

SleekAI fixes the gap by reading the same data Borlabs already stores: groups, services, cookies, blockers, and the visitor's borlabs-cookie JSON. With that context in the prompt, the bot can explain why a specific embed is blocked, which group accepting will unlock it, what other embeds that group would also enable, and how the per-embed accept differs. Compliance teams gain a feedback loop, because conversation logs show which groups confuse visitors most and which placeholder copy needs work.

None of this requires the bot to touch consent state. SleekAI reads, Borlabs writes. Every accept, decline, per-embed unlock, and group change stays with the plugin where the audit trail is canonical.

Combined with multibot, a privacy-help bot can live on heavy-embed templates while a separate product bot stays focused on the rest of the site. Add display conditions for admin-only DPIA review and the same approach scales from public consent help to internal compliance work, without leaking restricted data.

Questions

Common questions about SleekAI for Borlabs Cookie

Yes. Borlabs uses custom tables: wp_borlabs_cookie_groups, wp_borlabs_cookie_cookies, wp_borlabs_cookie_services, and wp_borlabs_cookie_content_blockers. SleekAI's data-source wizard maps custom tables directly, so the system message can carry the full configuration without having to migrate anything into wp_posts.

 

wp_borlabs_cookie_content_blockers stores each blocker's group association, placeholder text, and unlock behavior. SleekAI exposes the mapping so the bot can explain why a YouTube card is showing a placeholder, which group needs accepting, and how the per-embed accept differs from accepting the whole group.

 

Yes. wp_borlabs_cookie_cookies links each cookie to its parent group. SleekAI exposes the relationship, so a visitor asking 'is _ga in Statistics or Marketing on this site' gets a real answer that matches the configuration, not a generic guess that may be wrong for this install.

 

No. Consent writes stay with Borlabs Cookie so the cookie state and any server-side logs remain canonical. The bot routes the visitor to the consent center or the per-embed accept button and explains what happens after the click. The user's action stays explicit, which is what GDPR expects.

 

Yes, with a multilingual LLM. Borlabs stores localized strings for groups, descriptions, and blocker placeholders. SleekAI exposes the localized strings for the visitor's locale so the bot answers in the same German wording the banner uses, rather than translating on the fly and drifting from the DPO-approved copy.

 

Yes. Display conditions on logged-in state and role limit a bot to administrators. An internal compliance bot can read wp_borlabs_cookie_services and summarize legal basis, retention, and provider per service. The public bot stays scoped to visitor-facing answers and never carries that detail.

 

Yes. Borlabs Cookie lets editors define custom content blockers for any third-party embed. Each entry is just another row in wp_borlabs_cookie_content_blockers. SleekAI reads the full list so the bot can describe custom blockers, not only the built-in YouTube and Vimeo ones.

 

No. The chatbot widget loads independently of Borlabs's banner and blocker scripts and lazy-loads the model only when chat is opened. Data lookups happen server-side at chat time, not on page render. Borlabs's blocker behavior, banner rendering, and consent recording stay exactly as configured.

 

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