Project recordGoogle Business ProfileLiveUpdated 2026-07-09

OKF Builder

A private, browser-only knowledge builder for your Open Knowledge Format bundle.

OKF Builder turns the facts scattered across your website, socials, and head into a single structured Open Knowledge Format (OKF) bundle — the kind of clean, machine-readable business record that AI agents and search systems can actually trust.

What is OKF Builder?

OKF Builder is a private, browser-only knowledge builder for turning a local business's scattered facts into a single structured Open Knowledge Format (OKF) bundle. It's built for business owners and agencies who need one clean, machine-readable business record that AI agents and search systems can trust, without exposing data to a server. It runs entirely client-side: there's no database, and nothing is uploaded to Rank-in-Maps by default. The builder crawls the target website directly from the browser, extracts existing structured schema and on-page facts, then lets the user fill gaps through a conversational Interview Mode or a straightforward Form Mode. A live Coverage Score tracks completeness as fields are filled and facts are verified against the live site. When finished, the whole bundle exports as a downloadable, structured pack, ready to hand to an agency, an AI agent, or custom tooling.

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Overview

Most local businesses have their real facts (hours, service area, pricing logic, differentiators) scattered across a website, a Google Business Profile, a handful of social posts, and someone's head. OKF Builder consolidates that into one structured Open Knowledge Format bundle that's designed to be read by both humans and AI systems.

It runs entirely client-side in the browser. There is no database and nothing is uploaded to a Rank-in-Maps server by default — the builder crawls your site directly from your browser session, extracts structured schema and on-page facts, and lets you fill gaps through either a conversational Interview Mode or a straightforward Form Mode.

A live Coverage Score tracks how complete your intake is as you go, calculated from completed fields plus facts the crawler was able to verify against your live website. When you're done, the whole bundle exports as a downloadable, structured pack.

Key features

Privacy-first, browser-only

No database, no server-side storage by default. Your business data and any API key you provide stay in your browser session.

Website crawler with schema extraction

Point it at your website and it connects, scans, and extracts structured schemas and existing markup so you're not retyping facts you've already published.

Interview Mode or Form Mode

Fill in gaps through a guided, conversational interview, or switch to a traditional form UX — same underlying builder state either way.

Bring-your-own-key AI enhancement

Optionally supply your own Gemini API key to unlock AI-grounded triangulation that cross-checks and enriches your facts, with documented guidance on restricting the key by HTTP referrer before use.

Live Coverage Score

A running score shows how complete your OKF bundle is, based on completed intake fields and verified website facts, so you know exactly what's left.

One-click OKF export

Renders your bundle into a structured pack and downloads it as a zip, ready to hand to an agency, an AI agent, or your own tooling.

Architecture

FrontendNext.js App Router page rendering a fully client-side React builder (KnowledgeBuilderClient) — no data leaves the browser unless you opt into BYOK AI enhancement.

Data modelBuilder state is converted into an Open Knowledge Format (OKF) render context, then compiled into pack files by a dedicated renderer.

AI enhancementBring-your-own-key integration with the Gemini API for optional AI-grounded triangulation of extracted facts, with a documented key-restriction guide (HTTP referrer allowlisting).

ExportThe finished pack is bundled into a downloadable zip client-side — no server round-trip required to get your files.

Upsell pathA companion 'Easy Mode' offer inside the tool hands the same process to Rank-in-Maps' paid pipeline, which adds Google Drive sync, CSV review imports, and managed AI triangulation.

Next.jsReactGemini API (BYOK)next-intl

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