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CLUSTER ACQUISITION-LAND-PREDICTS · 4 ENTRIES · EARLIEST ENTRY 2026-09-25

AI land acquisition delay prediction

This cluster comprises AI platforms that predict land acquisition delays and support real-estate decision-making, with one product using AI agents to automate off-market land acquisition. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it predates the index or its members are undated. Traction leaders, all with zero stars, are AcquiTwin-AI, AcquiTwin-AI-1, and Land-Acquisition-Risk-Intelligence.

Entry timeline

ENTRY TIMELINE

SEP 2026: 3OCT 2026: 1
SEP 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 hand-coded · 3 unlabelled

Operator · 1 hobby · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 4 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01AcquiTwin-AI0★26 days—AI platform that predicts land acquisition delays and supports decision-making for real-estate professionals.
  2. 02AcquiTwin-AI-10★25 days—AI decision-support platform that predicts delays in land acquisition and supports acquisition decisions.
  3. 03Land-Acquisition-Risk-Intelligence0★25 days—hand-codedhobbyWeb app that predicts land acquisition delay risk from project details and provides recommendations.
  4. 04SIH26017-LandPulse-AI.0★14 days—Predictive analytics system that flags at-risk land acquisition cases early to prevent project delays for infrastructure teams.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.