AI VISIBILITY FOR LOGISTICS & 3PL SOFTWARE

Freight Brokers Ask AI Which TMS to Use. Flexport Shows Up. You Don't.

The $1.8T US logistics market runs on software decisions. When 3PL operators, freight brokers, and supply chain directors ask AI which TMS or logistics platform to evaluate, Flexport and project44 own the answers. If your brand isn't cited, you're losing bids and partnerships you'll never know about.

Tested across:
ChatGPT|Perplexity|Gemini|Claude
The Problem

Your Buyers Are Shortlisting Vendors Through AI

Logistics operators and freight brokers are fast-moving, efficiency-obsessed buyers. They use AI to evaluate TMS platforms because manual research takes too long. These are the queries driving their vendor selections:

What is the best TMS software for mid-size freight brokers?

Direct buying query — a freight brokerage ready to select or switch platforms

Compare 3PL management platforms for warehouse and transportation

Comparison query — AI recommends 3-5 platforms. Missing means excluded

Best freight visibility platform for real-time shipment tracking

Feature-specific query — the buyer has identified their core requirement

Logistics software for multi-modal freight management

Complex operations query — signals a sophisticated buyer with budget

Flexport alternatives for digital freight brokerage

Competitor displacement query — they want options beyond the most-funded player

Citation Gap Analysis

Here's What AI Tells Logistics Buyers Today

We tested logistics and 3PL software queries across ChatGPT, Perplexity, Gemini, and Claude. The same platforms appear in every recommendation — and yours isn't one of them:

Query: “Best TMS software for freight brokers

FlexportCited
project44Cited
TurvoCited
Your BrandNot mentioned

Query: “3PL management software comparison

3PL CentralCited
FlexportCited
ExtensivCited
Your BrandNot mentioned

Query: “Real-time freight visibility platforms

project44Cited
FourKitesCited
DescartesCited
Your BrandNot mentioned

Every query where you're missing is a prospect who never enters your pipeline.

Our Methodology

How We Get Logistics Software Cited by AI

Our 3-pillar methodology is adapted for the logistics and freight market, where operational efficiency data, network credibility, and supply chain authority drive AI citations.

Logistics Authority Mapping

Own the Knowledge Graph in logistics tech

  • Map every TMS, 3PL, and freight broker query AI engines process
  • Build structured entity data linking your platform to logistics segments
  • Target queries by segment: freight brokerage, 3PL, LTL, FTL, multi-modal
  • Optimize for visibility, rate management, carrier matching, and compliance queries

Logistics Citation Assets

Supply chain data AI engines must reference

  • TMS comparison matrices with structured feature and pricing data
  • Freight cost optimization calculators with real savings benchmarks
  • Logistics technology benchmark reports with industry performance data
  • Case studies with quantified cost-per-shipment and transit time improvements

Logistics Authority Signals

Validation from the supply chain ecosystem

  • Industry publication placements (FreightWaves, Supply Chain Dive, Transport Topics)
  • TIA and CSCMP association endorsements and conference presence
  • Carrier and shipper partnership case studies with verifiable metrics
  • Analyst recognition from Gartner, Armstrong & Associates, and Frost & Sullivan

The Logistics AI Visibility Opportunity

The logistics technology market is massive, fragmented, and moving fast to AI-driven research — creating a window for mid-market platforms to capture citation share before incumbents react.

$1.8T

US logistics market relying on software decisions

17,000+

freight brokerages in the US evaluating TMS platforms

5x

higher conversion from AI-referred traffic vs. organic

45 days

average time to first AI citation for logistics software

It's only been a month since we started with AnswerManiac and we're already showing up as a top recommendation for 'jitter alternative' in ChatGPT and Perplexity. That's a high-intent query we couldn't crack with traditional SEO.

Zefi.ai

Head of Growth

Zefi.ai

The 90-day guarantee made it a no-brainer. Lanteria is now recommended by AI when people search for HR management analytics software and HR analytics software. We saw ROI before the pilot even ended.

Lanteria

VP of Digital

Lanteria.com

See How Freight Brokers Find You in AI

Get your free AI Visibility Report. We'll test your logistics platform across ChatGPT, Perplexity, Gemini, and Claude for TMS and 3PL queries and show you exactly where you stand versus Flexport, project44, and Turvo.

No credit card required Results in 60 seconds
Recommended Plan

Growth Engine

$2,997/mo

The most popular tier for logistics and 3PL software companies. Includes 10+ guaranteed citations/month, logistics-segment query targeting, and monthly performance reporting.

10+ AI citations per month across ChatGPT, Perplexity, Gemini, Claude
Logistics-segment query targeting (freight brokerage, 3PL, visibility, TMS)
Competitor displacement strategy against Flexport and project44
Monthly citation velocity reporting with pipeline attribution

Frequently Asked Questions

Common questions about AI visibility for your industry.

Freight brokers are asking AI for TMS recommendations right now.

Flexport, project44, and Turvo are getting cited. Every query where you're invisible is a brokerage that signs with someone else.