MCP简体中文Upgrade
Market/Categories/Business Specialist/Lighthouz AI

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Lighthouz AIlighthouz.ai

Lighthouz AI offers Pam, an AI assistant that automates procurement tasks, including data entry, PO creation, invoice auditing, and vendor communication, saving time and identifying cost-saving opportunities.

Business Specialistlighthouz.aiTracked since 2026-08-211 discovery source
438Backlinks
109Referring domains
19Domain authority
+32.9%Referring domains · 90 days

Authority & distribution

How strong is Lighthouz AI’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

438Current snapshot

Referring domains

109Current snapshot

Authority

19Domain authority · category median 22

90-day move

+32.9%Referring domains, last 90 days
At 19, Lighthouz AI sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

Traffic & engagement

Where Lighthouz AI ranks

Measured · Pro

Measured for this product: global rank.

Unlock this profileOpen the full profile

AI referral visibility

Which AI assistants are already sending Lighthouz AI traffic?

Measured · Pro

Measured for this product: AI referral traffic.

Unlock this profileOpen the full profile

Product profile

What Lighthouz AI is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Lighthouz AI”

Lighthouz AI offers Pam, an AI assistant that automates procurement tasks, including data entry, PO creation, invoice auditing, and vendor communication, saving time and identifying cost-saving opportunities.

Business SpecialistSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://lighthouz.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Lighthouz AI.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Lighthouz AI do and what problem does it solve?

Lighthouz AI provides an AI assistant named Pam that automates procurement and accounting tasks for logistics and freight brokers, solving the problem of manual, time-consuming back-office work. It automates data entry, PO creation, invoice auditing, and vendor communication to save time and identify cost-saving opportunities.

What specific tasks and processes can Lighthouz AI automate?

Lighthouz AI automates three core financial processes: accounts payable (AP) bill audits, accounts receivable (AR) invoicing, and collections. It performs tasks like carrier bill auditing, customer invoice creation and submission, and personalized dunning for overdue payments with minimal human intervention.

What key performance improvements or results does Lighthouz AI claim to deliver for its users?

Lighthouz AI aims to improve cash flow by reducing Days Sales Outstanding (DSO), increasing no-touch processing rates, and lowering back-office costs. The homepage highlights metrics like faster customer invoicing, DSO reduction, and a high percentage of automated carrier bill processing.

Who is Lighthouz AI for?

Lighthouz AI is designed for freight brokers, specifically those handling Full Truckload (FTL) and Less-than-Truckload (LTL) shipments. The product focuses on automating financial and operational tasks within the logistics industry.

What is Lighthouz AI?

Lighthouz AI is a business specialist software product that uses AI agents to automate financial and operational workflows, specifically for freight bill audits, accounts receivable, and collections automation in the logistics sector.

5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full Lighthouz AI intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured