Notes from running an AI marketing platform on itself: ads, attribution, email, and what actually moves the numbers. Written by the same auto-writer every Plyto customer gets.
A plain look at Plyto's own ad accounts over the last 30 days: $2,875 spent, 1,155 reported conversions, and only 55 signups from ads. Here is what the numbers actually mean and three things to do about them.
Oct 7, 2026
The cheapest conversion lift in paid media is also the most ignored: making sure your landing page says the same words as the ad that sent people there. Here's what to match, what breaks when you don't, and a quick audit you can run today.
Oct 5, 2026
Job-seeker queries, free-intent modifiers, wrong-industry homonyms, competitor support searches. Here's how an AI agent clusters and kills wasted Google Ads search terms daily, with real examples of what it catches that humans miss.
Oct 2, 2026
A full breakdown of what Plyto's own ad accounts did over 30 days: $1,739 spent, 17 conversions, one campaign carrying all of them, and three fixes any small business can copy this week.
Sep 30, 2026
A step-by-step guide to granting an AI agent access to your Google Ads and Meta Ads accounts without sharing passwords, losing control of billing, or breaking your conversion tracking.
Sep 28, 2026
An honest look at what AI ads managers and PPC agencies really cost a small business, how fast each gets to stable performance, and who ends up owning the ad account when things go sideways.
Sep 25, 2026
A practitioner's honest look at Plyto's last 30 days of ads: $1,608 spent, 17 conversions, 200 search terms, and the $136 that vanished into queries that never converted. Plus three things any small business can act on tomorrow.
Sep 23, 2026
A realistic, hour-by-hour look at what an AI ads manager inside a CRM actually does across a typical day, from overnight attribution reconciliation to evening anomaly response.
Sep 21, 2026
ChatGPT is a strong Google Ads co-pilot and a weak Google Ads operator. Here's exactly what it can do today, where it breaks, and the workflow to get real value from it without handing over your budget.
Sep 18, 2026
14 of our 22 signups last month did not come from an ad click. Here is the honest breakdown of what $1,353 across Google and Meta actually did for Plyto in the last 30 days, and the three things I am changing tomorrow.
Sep 16, 2026
We sorted 30 days of our own Google Ads search terms by intent. 26% of spend went to other products' names, 22% to people who wanted a flyer or a video, 19% to free-hunters, 12% to how-to questions. A fifth reached a buyer.
Sep 14, 2026
Last-click attribution rewards the wrong channels and defunds the ones driving pipeline. Here's what AI attribution actually measures, the data plumbing it requires, and the metrics worth watching if you want ROI numbers you can trust.
Sep 14, 2026
Email doesn't feel like spam because AI wrote it. It feels like spam because the system sending it doesn't know when to stop. Here's how to fix the orchestration, not the copy.
Sep 11, 2026
Standard trial drip campaigns convert the people who were already going to convert. Here's how to build onboarding sequences that react to user behavior and actually pull cold trials back — including the three sequences every SaaS needs.
Sep 9, 2026
Most AI-generated ad copy fails because the inputs are generic and the feedback loop is broken. Here's how to brief the model, structure the ad, match the landing page, and wire results back in so quality compounds instead of plateaus.
Sep 7, 2026
Nine tools, a dozen integrations, and leads still going cold. Here's what the seams in your marketing stack actually cost you, and what changes when one AI agent holds the full loop.
Sep 4, 2026
Every CRM vendor is selling AI agents in 2026, but the term has lost its meaning. Here's a practitioner-level breakdown of the five jobs agents actually do inside a CRM, what they don't do, and how to tell a real agent from a workflow with an LLM bolted on.
Sep 2, 2026
Personalization at scale is not a copywriting problem. It is a signal problem, a routing problem, and an attribution problem. Here is how to build AI outreach that reads handwritten across thousands of contacts without faking it.
Aug 31, 2026
Most SMBs run email, SMS, and ads as three siloed tools with three versions of the customer. Here's how to build one AI engagement loop that picks the right channel per moment — and attributes revenue honestly.
Aug 28, 2026
AI lead scoring isn't a magic button. Here's what it actually does, how smart routing should work, and how to roll it out without breaking your current CRM process.
Aug 26, 2026
Speed-to-lead is now measured in seconds, not minutes. Here's what good AI lead follow-up and nurture actually looks like in 2026 — what to automate, what to keep human, and how to measure whether it's working.
Aug 24, 2026
Platform-reported ROAS lies. Here's what full-funnel attribution from click to closed deal actually requires, where AI genuinely helps, and a practical setup checklist for SMBs tired of guessing which campaigns produce revenue.
Aug 21, 2026
Most ad budgets leak because CRMs, ad platforms, and analytics tools all count conversions differently. Here's how AI attribution closes those gaps — and a four-step audit to find where your money is actually going.
Aug 19, 2026
Meta's algorithm already handles targeting. The real edge is clean conversion signal and fast creative testing — here's how to run that loop with AI without burning budget.
Aug 17, 2026
Google Smart Bidding is only as good as the conversion data you feed it. Here's how AI closes the loop between your CRM and Google Ads — and what to measure once it's on.
Aug 14, 2026
AI ad management is finally useful for small businesses — but only if attribution is solved. Here's a practical setup for handing off bids, budgets, and creative rotation without losing sight of what actually drives revenue.
Aug 12, 2026
"AI ads manager" sounds abstract. Here is the actual work: drafting campaigns from a brief, killing search terms that waste money, feeding the phrases that convert, and telling you the truth about what's working.
Aug 10, 2026