Reputation intelligence for freight

Know every broker and rep before you book the load.

Tyler Vision is an AI that continuously sources public information on freight brokers and logistics sales reps — then aggregates the reviews, ratings, and signals into one clear reputation profile.

tylervision.ai / search a broker or rep name…
Profile lookup
  • › indexing public mentions…
  • › normalizing entity records…
  • › cross-referencing MC / DOT…
  • › ready.
What gets aggregated
Carrier reviewsForum threadsPublic complaintsPayment signalsTenure & historyBrokerage record
Output
Reputation scoreSentiment summaryRed / green flagsSource citations
Brokerage tenureCarrier reviewsPublic complaintsPayment timeliness signalsAuthority historyRep job changesReddit & forum mentionsIndustry newsMC / DOT recordsSentiment over timeBrokerage tenureCarrier reviewsPublic complaintsPayment timeliness signalsAuthority historyRep job changesReddit & forum mentionsIndustry newsMC / DOT recordsSentiment over time
How it works

One agent, doing the work a procurement team would never have time for.

01

Continuously sources

The agent crawls public web sources — review sites, forums, regulatory records, news, and social — for any mention of a broker, brokerage, or sales rep.

02

Resolves identities

Mentions get matched to real people and entities using brokerage affiliation, MC/DOT numbers, role history, and disambiguation signals.

03

Aggregates the signal

Reviews and complaints are scored, summarized, and surfaced as a single reputation profile with the original sources cited.

Sources

Only public, sourceable information.

Every signal is traceable back to the page it came from. No hearsay, no anonymous insider data.

Carrier review sites
Industry forums
Public regulatory records
MC / DOT filings
News & trade press
Public social posts
Company directories
Brokerage tenure data
What you see

A reputation profile that actually helps you decide.

Reputation score

A single rolled-up score backed by every public review and complaint indexed.

Sentiment summary

Plain-language summary of what carriers and shippers actually say — good and bad.

Red & green flags

Slow pay patterns, authority changes, double brokering signals, repeat-positive reviews.

History & tenure

Where a rep has worked, how long, and how their reputation tracked across each role.

Source citations

Every claim links back to the original public source so you can verify it yourself.

Side-by-side compare

Stack two brokers or two reps next to each other before you commit a load.

Who it's for

Built for the people who book, move, and pay for freight.

Carriers & dispatchers

Vet the broker before you cover the load. Spot slow pay and double brokering risk early.

Brokerages

Know which reps your competitors are losing — and which ones come with reputation baggage.

Shippers

Confirm the brokerage and the rep your freight is going to actually has the track record they claim.

FAQ

The short answers.

Where does the data come from?+

Public sources only — review sites, forums, regulatory filings, news, and public social posts. Every profile links to the original sources behind it.

Is this scraping private information?+

No. Tyler Vision only indexes information that is already publicly available on the open web.

How accurate is it?+

Tyler Vision is currently in beta preview. Identity resolution and sentiment scoring are still being tuned, so profiles may be incomplete or contain errors.

Can a rep or broker request a correction?+

Yes. Once a profile is live, there is a way to flag inaccurate information for review. Underlying public sources are not removed, but resolution and summaries can be corrected.

Stop booking blind.

Tyler Vision is in private beta. Drop your name and email and we'll add you to the next preview wave.