● 28 sourced recipes · updated weekly

“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.

28 recipes8 rated 4/5+11 categories100% with public sources
28 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

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 →

One real app-to-bot swap, every week

Setups people actually use instead of apps: what it costs, what breaks, and the source. Free, unsubscribe anytime.