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80 contributions to AI Automation First Client
My Husband Didn't Know His Competitor Dropped Prices Until He Lost 3 Jobs 😲
Landscaping business. Competitive market. Husband quotes jobs, sometimes wins, sometimes doesn't. Lost 3 bids in a row. Unusual for him. Good reputation, fair prices. Something changed. THE BLIND SPOT Ran into a competitor at the supply yard. Casual conversation. Mentioned their new pricing structure. Lower base rates, added premium services separately. Homeowners were seeing lower initial quotes. My husband's all-inclusive pricing looked expensive by comparison. He had no idea this happened. Didn't even know the competitor had a website with pricing listed now. Spent two weeks scrambling to understand what competitors were doing. Manual research. Painful. THE COMPETITOR TRACKER I BUILT Watches for any public documents competitors post. Service guides, pricing sheets, capability brochures. Some competitors email these out. Some post to their websites. When new document appears, workflow extracts the relevant information. Services offered, pricing if visible, new capabilities announced, coverage areas. Compiles into a summary. What changed from last time we looked at this competitor. My husband gets a notification when something meaningful changes. Not every little thing, but pricing changes, new services, expanded territory. THE AWARENESS NOW Before: Learning about competitor changes from losing jobs or accidental conversations. After: Sees pricing shifts and service changes within days of announcement. Adjusted his quoting approach. Base price for core work, line items for premium additions. Matches how customers are now comparing quotes. Won the next 4 bids after adjusting. Not perfect. Only catches competitors who publish things publicly. Word of mouth competitors still invisible. But better than nothing. This is the workflow i want to share How do you keep track of what competitors are doing?
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My Husband Didn't Know His Competitor Dropped Prices Until He Lost 3 Jobs 😲
My Friend's Growing Business Had No Idea What They Were Ordering 💥
Friend's craft supply business grew faster than her systems. Started as Etsy side hustle. Now has 3 employees and real overhead. Purchase orders going out constantly. Nobody tracking totals. End of month: where did all the money go? THE GROWTH PAIN She'd approve orders via text message. Employee texts "need to order more resin, $200?" She texts back "ok." Done. No record of what was actually ordered. No tracking of running totals. No visibility into spending by category. Quarterly tax time she'd dump bank statements trying to categorize everything. Nightmare. Then an employee ordered $1,400 of specialty paper that sat unused for 8 months. Nobody remembered approving it. Text was buried in a thread somewhere. THE ORDER TRACKER I HELPED BUILD Purchase order requests go through a form. Workflow extracts vendor, items, quantities, prices, total, delivery date needed. Logs everything to a running tracker. Shows spending by category, by vendor, by month. Running totals always visible. Urgency calculated based on delivery timeline. Orders needed soon get flagged. Built simple approval thresholds. Under $200 employees can proceed. $200-$500 needs her quick approval via notification. Over $500 she reviews with context. Automatic approval creates the record. No more lost text messages. THE BUSINESS CLARITY Before: Text message approvals, no spending visibility, surprise expenses, tax season nightmare. After: Every order tracked, spending visible, approval trail documented, accountant actually happy. That $1,400 paper situation can't happen anymore. She'd see running totals before approving anything large. She still does some approvals via text out of habit. Working on breaking that. But at least the system catches most things now. This is the workflow i want to share What spending is invisible in businesses you work with?
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My Friend's Growing Business Had No Idea What They Were Ordering 💥
Homeschool Curriculum Research Was Taking Over My Life 💥
Homeschooling two kids. Different ages, different learning styles, different everything. Every subject requires researching approaches, finding materials, evaluating effectiveness. Reading endless articles about phonics methods, math curricula, science programs. THE RESEARCH RABBIT HOLE Started saving articles and studies. "I'll organize these later." Later never came. Needed to justify our approach to the school district evaluator. "What research supports your curriculum choices?" Uh... I read some things. Somewhere. Spent an entire Saturday trying to find that one study about multi-sensory reading instruction. Never found it. Probably saved it but couldn't remember what I called the file. THE RESEARCH HELPER I BUILT Enter topics I'm researching. System searches academic databases automatically. Returns relevant papers with proper citations already formatted. Looking for studies on hands-on math for elementary kids? Searches education databases. Gives me top papers sorted by how often other researchers cited them. Most-cited usually means most respected. Generates citations in the format our district wants. No more manually formatting author names and publication dates. Saves everything to a searchable database. Tag by subject, grade level, learning approach. THE HOMESCHOOL SANITY Before: Hours lost in research rabbit holes, citations formatted wrong, couldn't find anything when needed. After: Search, save, cite. Actually have documented justification for curriculum choices. District evaluator was impressed. "You have more research backing than most traditional teachers provide." The academic database searching has a learning curve. Sometimes need to try different keywords to find what I'm actually looking for. "Kinesthetic math elementary" worked better than "hands-on math kids." Worth the setup time. Research is now contained instead of consuming my life. This is the workflow i want to share
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Homeschool Curriculum Research Was Taking Over My Life 💥
Spent 3 Months Fighting an Insurance Claim That Should Have Been Simple 🥰
My mom had a procedure. Insurance denied the claim. Started a three-month nightmare. The denial letter made no sense. Referenced wrong procedure code. Listed wrong date. Clearly processed incorrectly. THE INSURANCE MAZE Called the insurance company. Waited 47 minutes. Rep said to submit appeal with documentation. Did that. Got another denial. Different reason this time. Called again. Different rep. Different story. Submit this form. Waited 3 weeks. Denied again. Every call required re-explaining everything. Nobody had context. Documents scattered across emails, mail, patient portal. Finally figured out they'd mixed up her claim with someone else's. Three months. Dozens of hours. Stress on my 72-year-old mother. THE TRACKER I BUILT AFTER Never again. Built a system for tracking medical claims for our family. EOB arrives, workflow processes it. Extracts procedure codes, dates, amounts billed, amounts covered, patient responsibility, denial reasons if any. Flags anything that looks wrong. Amount seems high compared to similar procedures. Denial reason doesn't match procedure type. Dates don't align with appointments we have recorded. Calculates what we should owe versus what they're saying. Highlights discrepancies. All claims logged with status. Easy to see what's pending, what's paid, what needs follow-up. THE PEACE OF MIND Before: Paper pile, lost EOBs, surprises on credit report, reactive firefighting. After: Everything tracked, discrepancies caught early, appeals filed promptly with correct documentation. Caught two errors in the last 6 months. One was $340 they would have overcharged. One was a duplicate bill for something already paid. My mom still doesn't understand what I built. She just knows "Sarah handles the insurance stuff now." Workflow here that i want to share Anyone else spent months fighting insurance claims that were obviously wrong?
Spent 3 Months Fighting an Insurance Claim That Should Have Been Simple 🥰
Our PTA Meetings Were Chaos Until Someone Actually Tracked the Decisions 💥
PTA volunteer here. Monthly meetings. Lots of talking. Nobody remembers what we decided. Same conversation every month: "Didn't we already discuss this?" "Who was supposed to do that?" "What did we agree on?" THE VOLUNTEER NIGHTMARE Our secretary took notes. Handwritten. Sometimes typed later. Sometimes not. Action items buried in paragraphs. Due dates mentioned verbally but never tracked. Spring carnival planning: Four meetings discussing the same vendor because nobody remembered we'd already decided. Fall fundraiser: Treasurer never knew she was supposed to get quotes because nobody told her. Just assumed she heard it. We're all volunteers with jobs and kids. Nobody has time to chase this down. THE MEETING TRACKER I BUILT Recording goes to folder after meeting. Workflow processes automatically. Extracts who attended, what decisions were made with the reasoning, every action item with who owns it and when it's due. Follow-up items that need more discussion get flagged. Summary posts to our group chat within 20 minutes of meeting ending. Action items listed with names attached. Due dates clear. Everyone sees the same information. No "I didn't know" excuses. Added a weekly reminder that pings people whose items are coming due. Gentle nudge. Not nagging. THE DIFFERENCE NOW Before: Monthly amnesia, repeated discussions, dropped balls, frustrated volunteers. After: Decisions documented, action items tracked, people actually do their tasks because they can't pretend they didn't know. Our principal asked what changed. Meetings feel more productive now. The extraction isn't perfect on crosstalk sections. When everyone talks at once it struggles. But main decisions and clear action items catch reliably. Takes me 10 minutes to review and fix anything the automation missed. Better than 2 hours reconstructing from memory. This is the workflow i want to share
Our PTA Meetings Were Chaos Until Someone Actually Tracked the Decisions 💥
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Sarah Martinez
5
253points to level up
@sarah-martinez-5730
Former legal admin → mom → n8n learner. Self-hosting to avoid Zapier costs. Building document automation workflows. Let's learn together! Phoenix, AZ

Active 1d ago
Joined Nov 15, 2025
Phoenix, AZ