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The persona said "only use these numbers"; the model still turned 421 versus 1 into "a hundredfold". Prompts never reach 100%, so numbers are now verified server-side and replies get an approval step.

From the API key to a daily loop: 29 MCP tools, facts-based number verification in content_rules, review-before-reply governance for comments, and an event feed. Every step is what our own agent runs.

We pulled Threads insights for 654 automated replies: 1,116 views per reply on average, 20x the reach of a small account's own posts, and a 176x gap depending on whose post you reply under.

What do views, viewers, and net followers actually mean? A three-minute guide to the Threads insights page, the most common misreadings, and how to turn the numbers into decisions.

Yes, there is risk, and anyone promising zero risk is lying. How official-API and browser-simulation automation differ, how Meta actually enforces, and the five habits that minimize your exposure.

Meta is testing link limits for Pages: 2 per month on the free tier, with comments counting toward the same allowance. Instagram gets even less and Reels are counted separately. Here are the official numbers, the four exemptions, and what to do now.

Reply marketing means going out to patrol other people's posts and leaving genuinely useful replies to pull reach back to yourself. Here is what haixun is, why it works, how to do it right, and an honest look at automated tools.

Every Threads automation tool is one of two types: the compliant official-API lane, or the browser-extension patrol lane that runs in your own browser. Confuse them and you pick wrong. Here's both, side by side.

A comment answered inside the golden 3 minutes captures both the reader's patience and the platform's distribution bias. Here's the golden 3 minutes, the official API, and the password question.

Client development on Threads isn't one viral post, it's turning three daily habits into a rhythm. Here's the 2026 playbook for insurance, real estate, and loan salespeople.

v1.5 turns MindThread from a generic Threads tool into a sales-rep niche platform: 6-step voice wizard, 4 industry variants (realtor/insurance/finance/loan), cold-start 4-week ramp-up, thread chain mode, industry compliance checks, Sales-Rep Pro NT$990 tier. Stop sounding like AI.

10 core upgrades in one day: brand persona auto-extraction, structure rotation wheel, local quality gate, smart library refill, time-decay engagement rate... Full technical breakdown.