● 38 sourced recipes · updated regularly

“I used to use an app for that.” Now a bot does it.

Real AI agents and automations that replaced an app or a daily habit, compared side by side on cost, setup, time saved and how well they hold up. Every entry links to its source.

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    38 recipes8 rated 4/5+11 categories100% with public sources
    38 recipes
    Buffer/Hootsuite-style scheduler

    Self-hosted social post scheduler

    Daily cron reads approved posts from a Google Sheet, generates variations with OpenAI, publishes to LinkedIn and X, then marks rows Publishe…

    Reliability 4/5Medium setupMarketing
    Manual Salesforce data entry

    CRM auto-updates from sent emails

    Exchange trigger on sent mail pulls the whole thread, GPT extracts stage/pricing/next steps, matches to a Salesforce deal; high confidence a…

    Reliability 4/5Hard setupSales
    4 separate SaaS tools

    Social listening, invoicing, lead routing in one stack

    Twitter/Reddit monitoring with OpenAI sentiment to Slack, Airtable→QuickBooks→Stripe invoicing, order confirmation emails, and lead scoring/…

    Reliability 3/5Hard setupOperations
    3 part-time contractors

    Social scheduling + FAQ triage agents

    Agent pulls posts from a Notion queue and sends a Slack preview for approval; FAQ triage agent resolves easy tickets and routes complex ones…

    Reliability 4/5Hard setupSupport⏱ time saved reported
    Custom-coded poller script

    Reddit-to-Slack alerts in 5 minutes

    Reddit trigger node piped into a Slack node, replacing a self-hosted poller that took 3 hours to build.

    Reliability 3/5Easy setupResearch
    Manually sorting Gmail

    Multi-agent inbox triage & auto-reply

    Classifies unread mail into Sales, Support, Internal, Finance, Promotions; specialist agents auto-reply to support/internal and draft or ale…

    Reliability 3/5Medium setupEmail
    Helpdesk first-pass triage

    Support inbox triage with FAQ-grounded drafts

    Classifies support emails, logs tickets to Sheets, Slack-alerts urgent complaints, and saves FAQ-grounded reply drafts (never auto-sent).

    Reliability 4/5Easy setupSupport
    Manual support routing

    Billing/Technical/Account specialist router

    Orchestrator assigns priority and routes each email to one specialist agent, which drafts a reply into the Gmail thread for review.

    Reliability 3/5Medium setupSupport
    Email client filters/rules

    Inbox labeler with Sheets log & dry-run mode

    Every 10 minutes, labels mail by category/priority, drafts replies, sends urgent alerts, and logs each decision to Sheets. Has a dry-run mod…

    Reliability 4/5Medium setupEmail
    Writing sales replies by hand

    Lead replies with human approval loop

    Detects lead emails, drafts a reply from your knowledge base, emails it to a reviewer, and sends it only on an 'approve' reply. Feedback tri…

    Reliability 4/5Medium setupSales
    Checking news sites & social feeds

    AI RSS reader with a daily digest

    Follows RSS, newsletters, and social feeds in one timeline, writes a daily TL;DR, and emails scheduled briefings.

    Reliability 4/5Easy setupNews & Reading
    Scrolling HN/Reddit for news

    Hourly AI-news digest to Telegram

    YAML-defined feeds (RSS, HN, Reddit, web search) get deduped, ranked, summarized, and posted to Telegram, Slack, or email on a schedule.

    Reliability 3/5Medium setupNews & Reading
    Reading newsletters one by one

    One 5-minute digest for 30+ newsletters

    Merges newsletters, Substack, and RSS into one deduplicated AI digest on your schedule.

    Reliability 3/5Easy setupNews & Reading⏱ time saved reported
    Expense tracker apps

    Telegram finance agent for receipts

    Send a receipt photo, PDF, or text to Telegram; it extracts date/amount/category, logs to Sheets, stores the file in Drive, and answers 'how…

    Reliability 3/5Medium setupFinance
    Manual expense spreadsheets

    Free OCR receipt logger

    Snap a receipt to a Telegram bot; free OCR extracts amount/date and appends to Sheets. Text commands for income and expenses.

    Reliability 3/5Easy setupFinance
    Bookkeeping data entry

    Invoice OCR from Drive, Gmail & Telegram

    Watches a Drive folder, a Gmail label, and a Telegram bot for invoices, OCRs them with Gemini, and writes structured fields to Sheets.

    Reliability 3/5Medium setupFinance
    Expense apps

    Itemized receipt ledger with chat queries

    OCRs receipts, has an LLM split them into line items with categories, saves them to Sheets, and answers questions about spending.

    Reliability 3/5Medium setupFinance
    Budgeting apps (Mint/YNAB-style)

    Claude categorizes raw bank transactions

    Bank transactions sync to a sheet and Claude categorizes and analyzes them, with no budgeting app involved.

    Reliability 3/5Easy setupFinance
    Monarch Money

    Custom budget app built by Claude Code

    User had Claude Code build a personal budget app with direct bank integrations instead of paying for a budgeting subscription.

    Reliability 2/5Hard setupFinance
    Google Search

    Answer engine instead of search

    User reports stopping Google Search entirely for everyday lookups in favor of cited AI answers.

    Reliability 3/5Easy setupBrowsing
    Browsing job boards daily

    Autonomous job-search pipeline

    Agent opens job boards in your signed-in browser, reads listings, scores fit, and builds a comparison table.

    Reliability 3/5Medium setupBrowsing
    Grocery delivery app browsing

    Agent fills the grocery cart

    User had ChatGPT agent mode build and order a grocery haul from a list.

    Reliability 2/5Easy setupShopping
    Reservation apps

    Agent books a restaurant table

    Usability researchers tested booking a restaurant with ChatGPT's agent; it worked but took about 11 minutes and needed human input.

    Reliability 1/5Easy setupShopping⏱ time saved reported
    Watching every new video

    YouTube channel summaries by email

    Finds new videos on a channel, summarizes transcripts with ChatGPT, and emails the results.

    Reliability 3/5Easy setupNews & Reading
    Manual meeting notes

    Meeting recordings to Notion notes

    Transcribes recorded meetings, extracts summary, decisions, and action items into Notion, and posts a Slack recap.

    Reliability 3/5Medium setupProductivity
    Price-tracker sites/extensions

    Amazon price-drop alerts to Telegram

    Tracks product prices on a schedule, uses Gemini to extract the price, and sends a Telegram alert on drops.

    Reliability 2/5Medium setupShopping
    Paid lead databases / manual prospecting

    Google Maps lead list builder

    Scrapes businesses from Google Maps for a query, extracts contact info with OpenAI, and saves leads to Sheets.

    Reliability 3/5Medium setupSales
    SEO tools + content team workflow

    AI SEO content pipeline

    Keyword research, gap analysis, drafting, optimization, and CMS publishing in one workflow.

    Reliability 4/5Hard setupMarketing⏱ time saved reported
    Checking news, to-do and weather apps each morning

    Morning briefing email: news, tasks and weather

    At 06:30 it pulls the top BBC News headlines via RSS, open tasks from a Google Sheet and a one-day Open-Meteo forecast, then Gemini writes a…

    Reliability 3/5Easy setupProductivity
    Opening Todoist and Google Calendar to plan the day

    Daily plan email from Todoist + Google Calendar

    Every day at 6:00 AM it fetches today's Todoist tasks and Google Calendar events, has GPT-4o write a summary, converts it to styled HTML and…

    Reliability 3/5Easy setupProductivity
    Reading and forwarding long emails to your team

    Email summaries posted to Slack (Make)

    A Make template that takes incoming Gmail messages, has OpenAI summarize them and posts the summary to Slack so the team gets a quick overvi…

    Reliability 3/5Easy setupEmail
    Gmail filters and manual sorting

    Inbox triage agent with Make AI Agents

    A Make AI Agent watches Gmail, classifies each email (urgent, billing, customer question, newsletter, spam and more), applies labels, drafts…

    Reliability 3/5Medium setupEmail
    Scrolling Hacker News for AI stories

    Hacker News AI digest to Telegram

    Once a day it queries the free Hacker News Algolia API for AI stories from the last 24 hours, scrapes up to three articles, summarizes them …

    Reliability 3/5Medium setupNews & Reading
    Calendly-style booking pages and back-and-forth emails

    Chat bot that books, moves and cancels appointments

    Clients chat with a bot that collects name, email, purpose and time, checks Google Calendar, suggests 3 alternatives if busy, then books, re…

    Reliability 3/5Medium setupSales
    Phone tag and manual follow-up texts

    SMS booking agent with lead follow-ups

    Customers text a Twilio number; an AI agent checks Cal.com availability and books, reschedules or cancels. A daily job finds interested lead…

    Reliability 3/5Hard setupSales
    Paid page-change monitors and manual checks

    Competitor pricing-page change alerts

    Every day at 08:00 it fetches each competitor pricing page, compares visible text with the last snapshot in Google Sheets, and if it changed…

    Reliability 3/5Easy setupResearch
    Page-watch services and RSS alerts

    AI agent that decides when a page change is worth an email

    You describe the job in plain English (e.g. 'notify me when the price drops below €50'). It extracts the URL and a prompt, then loops daily:…

    Reliability 2/5Medium setupResearch
    Manually researching attendees before meetings

    Executive-style daily meeting prep brief

    Weekdays at 7:00 AM it reads today's Google Calendar events, finds external attendees, pulls recent email threads with them, enriches them v…

    Reliability 3/5Medium setupProductivity

    How we rate

    No sponsored ratings. No invented numbers. Here's the method.

    01

    Public source required

    Every recipe links to a real post, repo, template or write-up. Dead sources get removed.

    02

    Reliability 1–5

    Based on evidence: long-running use, human-review safeguards, known failure modes.

    03

    “Not reported” beats guessing

    If a source doesn't give a cost or time saved, we say so instead of making it up.

    Read the full methodology →

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