Aible’s BigQuery run cost $10. The enterprise AI project did not
Aible reports 5B rows and 10M combinations in under 10 minutes for a $10 BigQuery run. The number needs a full cost boundary before…
Author: Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media.
Browserbase usage-based billing makes the browser minute the product
Browserbase bills 100M+ browser minutes a month with a base plan and overage. Here is how AI startups can choose and audit a usable…
Cursor Start India priced the whole purchase path, not just the plan
Cursor Start costs ₹649 with tax included and supports UPI. The useful startup lesson is to localize price, payment, usage, and upgrade paths together.
Shopify founders using AI kept one thing human: the acceptance test
Five Shopify founder stories show a practical AI boundary: automate debugging, drafts, store construction, and retrieval, but keep a human acceptance test.
Monica AI free trial removal cut chargebacks 80%. Test the cause
Monica AI says removing its free trial cut chargebacks 80%. Here is how to test trial quality, local payments, promotions, and retained margin.
AIContenfy exit: the $1M ARR handoff mattered more than the AI
AIContenfy reportedly reached $1M ARR and attracted 100+ LOIs. Its sale preparation shows how documentation and founder independence create a transferable asset.
Chatbase revenue operations: the $870K recovery behind $10M ARR
Chatbase reports $10M ARR, a 26-person team, and more than $870K in recovered revenue. The practical lesson is to build payment operations early.
AI business valuations: Flippa says native assets are pulling ahead
Flippa reports rising AI-business searches, its first 14 AI Apps & Tools sales, and a 39% fall in traditional content sales. Here is the…
AI SaaS pricing broke when Chipp’s $29 customer cost $4,000
Chipp says one $29 customer generated a $4,000 model bill. Here is how to measure AI contribution margin and migrate without invoice shock.
AI business exits: what buyers actually paid for
Three public AI business exits reveal what buyers inspect: recurring revenue, clean margins, transferable operations, documented rights, and founder independence.
Gemini hits 1 billion monthly users. The input mix matters more
Google says Gemini passed one billion monthly users. Voice, camera, attachments, images, and app actions reveal the more useful builder signal.
Grok Bot gets its own computer. Treat the login as production access
Grok Bot gives persistent agents cloud computers, app logins, memory, routines, and coordination. Here is the permission-first beta rollout.