Every New Job Post, Graded Before 6am
Scrapes job boards every morning, scores each posting against one candidate's real record, emails the shortlist
3,117 in 11 daysPostings tracked
HiringPersonal OpsScrapeParse ExtractDedupe+9 more
I build the boring AI that actually works.
Somebody on your team spends two hours a day moving information from one place to another. I automate that. No chatbots, no strategy decks.
Send me one task12Builds Shipped
9In Production
9Domains Covered
14Stack Tools
Filter Work
12 of 12 builds
domain
pattern
stack
The Layoff List Florida Publishes and Nobody Reads
Watches Florida's state layoff filings every week and logs every notice affecting 50 or more workers
32Notices logged
Public RecordsHiringScrapeParse ExtractDedupe+4 more
Who Just Posted the Problem You Solve
Watches five Reddit forums and flags the strangers describing the exact problem your offer fixes
758Posts scored
HiringMarketingResearchScrapeParse Extract+10 more
The Handbook That Vets Its Own Author
A free 55-page Florida guide for executors deciding what to do with the estate's house.
13Chapters
Real EstateLegalMarketingDocument GenerateDeliver Notify+4 more
The Lots That Sold for $100
Finds Brevard County vacant lots that changed hands for almost nothing and emails one buyer a worked list every Friday
1.9 millionSale records screened
Real EstatePublic RecordsParse ExtractDedupeEnrich+7 more
The Questions That Are Really About a House
Watches a caregiver forum three times a day and emails only the questions worth answering
280 in 31 daysQuestions captured
ResearchMarketingReal EstateScrapeParse Extract+9 more
Who Got Pirated Overnight
Checks a course-piracy site every morning and emails a list of the newly stolen courses.
128Pirated courses logged
ResearchLegalScrapeParse ExtractDedupe+7 more
From Receipt Photo to State-Ready Reimbursement
Florida homeschool parents drop in a receipt and get back a reimbursement-ready PDF with the details filled in.
4 daysFirst commit to live
EducationFinancePersonal OpsParse ExtractScore Rank+5 more
Chicago's Probate Notices, Same Day They Print
Every afternoon it pulls new Cook County notices to creditors, drops repeats, and files them as a clean PDF and a ledger.
871Notices captured
Real EstatePublic RecordsLegalScrapeParse Extract+8 more
Estate Sale Addresses, Caught Before They Vanish
Grabs the street address of every Houston area estate sale during the short window the listing site shows it.
171addresses captured
Real EstatePublic RecordsScrapeParse ExtractDedupe+4 more
Charged in Pinellas, No Lawyer Yet
Pulls each day's new drug charges from Pinellas County public court filings and lists every defendant with a mailing address.
141Days captured
LegalPublic RecordsMarketingScrapeParse Extract+8 more
Which Houston Estates Actually Own a House
Reads new Harris County probate filings, finds the property the estate owns, and hands investors a contact-ready lead list.
1,782Probate cases screened
Real EstatePublic RecordsLegalParse ExtractDedupe+11 more
No builds match all selected filters.
How I work
- 01
Capture
Pull the source on a schedule, whether that's a court docket, a state web page, a forum, or a job board. Raw text in. Nothing is trusted yet.
- 02
Parse
Turn it into typed fields. Code does the parsing wherever rules can decide; a model gets called only where they can't. Every record carries a confidence score so a bad parse is visible instead of silent.
- 03
Dedupe
Fingerprint every record and check it against the ledger before anything else happens. Repeats get their last-seen date bumped. They never get re-read, re-scored, or re-billed.
- 04
Enrich
Add what the source didn't give you: an owner name, a parcel, a mailing address, a relevance score. Cheap lookups run before expensive ones, and rule-based filters run before any model call.
- 05
Deliver
Put the result where the person already looks. An email before 6am, a row in their sheet, a PDF in their inbox. If nothing came through, the digest says so, because silence reads the same as a broken pipeline.
WHERE THIS COMES FROM
Before the work above, I spent nine years doing this for real estate investors. Public records, list building, direct mail targeting. Same craft: find the data nobody is reading, work out who it points at, put it in front of the person who can act on it. Clients used it to locate more than 723 off-market houses.
The full record, with names and screenshotsThe KPIs showed that Ryan's lead gen had the best ROI. We ended up shaving off all other channels but Ryan.
What are you still doing by hand?
Bring one thing you or your team does by hand every week. Doesn't matter how small or how dumb it seems. Write it up below in a few sentences.
I read these in the evening. Within two business days you'll get an email back from me saying whether it's worth automating, roughly what it would take, and if the answer is no, I'll tell you that too.
Got it.
I read these in the evening and you'll have a reply from me within two business days.
Reply goes to
Something went wrong on my end. Email me directly at byhand@lvlhq.com and I'll still get back to you within two business days.
Or email me directly at byhand@lvlhq.com