86 live listings, most of them wrong somewhere, and admins fixing by hand

By October 2026 the platform had 86 live listings. Many had emoji titles, pasted WhatsApp text, prices that did not match the per-acre figure, or a drawn boundary that did not match the stated area.

Overlaid phone numbers and logos on photos reflected badly on the platform and leaked broker contacts around the lead flow.

Admins were fixing listings one at a time with no record of what changed, so nobody could tell what had been edited or revert a bad edit.

• ✦An inspector with pure check modules for text, numbers, location and media, run on every save and on demand.
• ✦Safe automatic fixes, each stored as a quality change with the exact before and after, so an admin can keep or revert every one on the listing's audit screen.
• ✦Critical issues hold a listing from publishing until an admin resolves them. No silent auto-edits.
• ✦Overlay detection that finds phone numbers, logos and watermarks on photos and plans a crop, plus a server-side photo editor that keeps originals.
• ✦Broker fix requests in plain language, sent over WhatsApp from one guarded sender, with reminders and a per-listing activity log.
• ✦A broker workspace where a broker edits their own listing; the edit goes live immediately only if it leaves no open critical issue, otherwise it is held for review while the old version stays live.

• ✦Checks are pure functions over the listing record; the inspector reconciles their output with the stored issue log so an issue has one lifetime, not one row per run.
• ✦A fix is a proposed change. Applying it writes before and after; reverting checks the field has not changed since, and refuses if it has.
• ✦An on-demand AI judge reviews the buyer-facing description, and a fact-only rewrite is proposed for an admin to accept, never applied by itself.