Marketing articles
Marketing articles. The blog of Shoryaku AI, a marketing service that has AI read ads, social, and analytics together. It records what we looked up and decided while building the service.
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What is Ahrefs Brand Radar? Measuring AI visibility
Understand Ahrefs Brand Radar metrics, prepare comparable reports, account for October 2026 calculation changes, and choose existing pages to improve.
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Why Ahrefs traffic differs from GA4: A comparison workflow
Separate Ahrefs traffic estimates from GA4 and Search Console measurements, account for model changes, and compare competitors under consistent conditions.
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How to create AI ad images: ChatGPT, Canva, and Firefly compared
Compare AI image tools by purpose, separate generation from accurate product assets, and finish advertising banners with verified text, logos, and export checks.
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How to create AI video ads: Canva, Runway, and Firefly compared
Choose between AI editing and generation, compare Canva, Runway, and Adobe Firefly, and prepare scripts, product scenes, captions, and exports for advertising.
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AI blog writing tools: Comparison and an SEO writing workflow
Compare ChatGPT, Claude, Gemini, Jasper, and Surfer by purpose. Test the same evidence, choose a tool, and prepare an SEO article for publication.
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What is Amazon Ads Agent? Availability and campaign preparation
Check marketplace and beta eligibility, distinguish US campaign offerings, prepare product information and budgets, and review AI recommendations before changing Amazon ads.
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Amazon Ads data manager: Preparing first-party data connections
Understand Amazon Ads data manager availability, define audience and outcome data, and prepare a handoff worksheet and checks before using connected data.
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Migrate marketing GPT workflows to plugins: A handover checklist
Prepare instructions, product sources, integrations, and output examples, then compare ad reviews, SEO outlines, and social drafts before changing your team's workflow.
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How to choose GitHub marketing skills for ads, SEO, and social content
Compare public marketing skills by workflow, inspect sources and dependencies, and test advertising reviews, SEO briefs, and social drafts with your own materials.
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Google Ads AI dashboards: Access and preparation
Check Google Ads AI dashboard beta access and limitations, define comparable metrics, and use the same preparation for traditional dashboards.
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UGC Fresh Data Program: Eligibility and SEO next steps
Learn who Google's UGC Fresh Data Program is for, prepare an internal assessment, and choose between application planning and normal company blog SEO improvements.
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HubSpot AI segments: Reviewing Breeze-generated criteria
Choose active or static HubSpot segments, prepare criteria for Breeze, and check logic, exclusions, and unknown values before saving.
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Using AI for LinkedIn posts: Keep your perspective specific
Apply LinkedIn’s AI content guidance with an evidence worksheet, a concrete editing example, and a prompt that preserves your perspective.
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LinkedIn predictive audiences: Requirements and setup
Prepare source data for LinkedIn predictive audiences, verify requirements and exclusions, and evaluate lead quality alongside acquisition cost.
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How to build marketing AI skills for Claude Code and Codex
Create reusable marketing procedures for ads, SEO, and social content with a SKILL.md template, project locations, and checks for activation and output quality.
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What is MMM? Preparing for budget decisions with Meridian
Understand MMM and Meridian, prepare consistent marketing data, and review causal assumptions and uncertainty before using estimates for budget decisions.
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Marketo API errors 1003 and 603: Checks and recovery
Check Marketo list extraction and authentication changes, distinguish errors from zero outcomes, and prepare a data recovery request.
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Meta Ads new customer acquisition: Exclusions and measurement
Define new customers, review Customer Lifecycle Strategy exclusions, verify customer data freshness, and separate acquisition results from overall ROAS.
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TikTok Content Suite: Find UGC with AI and Prepare Spark Ads
TikTok Content Suite finds posts for Spark Ads. Explore AI Search updates, Japan account access checks, and a practical brief for choosing creator content and tracking authorization.
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TikTok Search Ads: Availability in Japan and campaign preparation
Check TikTok Search Ads availability by objective and market, distinguish new Smart+ features, and align keywords, creative, and destinations.
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X Ads Conversion API: GTM Setup and Deduplication Checks
X Ads Conversion API sends website outcomes through a server. Prepare the official GTM integration, distinguish Event ID from Conversion ID, and test deduplication without losing GA4 data.
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AI Reply Moderation on X: Grok, Hidden Replies, and Human Review
Use AI to review X replies while preserving useful criticism. Learn what Grok integration requires, how hidden replies work, and how to test a policy before enabling actions.
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AI agents for marketing: adoption and delegation scope
Choose reviewable marketing tasks for AI agents. Define inputs, permissions, outputs, and completion criteria, then evaluate operating effort and business impact separately.
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What are conversational AI ads? Preparing for Agent i
Understand Agent i ad eligibility, destination limits, and the distinction from AI answers. Align ads with landing pages and evaluate only the delivery and outcomes you can observe.
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What is Google Ads AI Brief? Writing and reviewing instructions
AI Brief guides AI Max with business, audience, and messaging context. Check closed-beta availability, prepare verified instructions, distinguish guidance from settings, and review generated assets.
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LINE Ads migration: measurement, budgets, and reports
Prepare for the scheduled LINE Ads delivery shutdown. Identify data that does not transfer, rebuild measurement, monitor combined budgets, and preserve historical reports before migrating.
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LINE Official Account business profiles: setup and review
Preserve useful information before LINE's profile redesign, verify business details, organize booking and contact routes, and review the public journey with practical checklists.
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LINE Official Account pricing: message counts and cost planning
Calculate LINE Official Account messaging costs in Japan after the October 2026 price change. Review plans, message counts, audience choices, and monthly budget limits.
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What is TikTok Smart+? Choosing automation and campaign settings
Check upgraded Smart+ availability, choose budget and audience automation, review creative combinations, and evaluate operating effort separately from business outcomes.
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What is agentic commerce? Preparing ecommerce product information
Agentic commerce uses AI to assist product discovery, comparison, and purchases. Learn about developments in Japan and abroad, audit product information, prepare FAQs, and review outcomes.
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How to create AI ad creatives: messaging, images, and evaluation
Start AI ad production with a clear audience and message. Use a creative brief, compare messaging and visuals, check assets before launch, and evaluate clicks alongside business outcomes.
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How to test Google Ads AI Max: A/B test design and evaluation
AI Max automates parts of Search campaigns. Define an A/B test, check enabled features and destinations, and evaluate spending, conversion quality, and conditions for adoption.
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Google Ads offline conversions: getting started with sales measurement
Offline conversions connect later sales outcomes to Google Ads. Prepare CRM fields, understand enhanced conversions for leads, connect data, diagnose imports, and review bidding goals.
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Migrating Display ads to Demand Gen: what to check
Google Display ads are gradually moving into Demand Gen. Check budgets, channels, assets, and measurement before migration, then evaluate delivery and outcomes with a practical worksheet.
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What is incrementality? Measuring the additional impact of advertising
Incrementality compares outcomes with what would have happened without advertising. Compare lift studies and geographic experiments, prepare a study brief, and interpret iCPA and iROAS.
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LINE Official Account CRM: designing messages for repeat business
Organize customer information and tailor LINE follow-ups. Check contract-dependent triggers, plan forms and tags, prevent duplicate messages, and measure engagement separately from repeat purchases.
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LINE Yahoo search query matching: setup and decision criteria
Search query matching expands delivery using intent, ad copy, and landing pages. Learn how it differs from broad match, where to enable it, and how to evaluate queries and lead quality.
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Can AI-written articles work for SEO? Benefits and pre-publication checks
Use AI for outlines and drafts while checking SEO relevance, accuracy, originality, and metadata. Includes a practical workflow and review prompt.
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What are AI Overviews? SEO practices and how to measure results
Understand Google AI Overviews, their relationship to SEO, eligibility checks, content improvements, and how to review visibility and business outcomes.
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GA4 vs Google Ads conversions: why counts differ and how to check
Compare GA4 key events and Google Ads conversions, identify scope and date differences, and separate measurement issues with a practical checklist and comparison sheet.
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What are internal links? SEO benefits, placement, and review steps
Learn what internal links do for SEO and navigation, how to choose destinations and anchor text, and how to review placement with practical examples.
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What is search intent? Four types and how to use them in SEO content
Understand four types of search intent, inspect search results, and turn the reader’s goal into an SEO article outline with examples and an AI prompt.
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How to write SEO titles: examples and why Google rewrites them
Write clear SEO titles with keyword placement, length considerations, practical examples, reasons for Google rewrites, and a post-publication review process.
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How Google Ads is structured: campaigns, ad groups, and keywords
Search ads place ad groups under a campaign, and ads and keywords inside the ad group.
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Google Ads campaign types, and how to choose one
Choose from who you need to reach and what assets you have: Search, Performance Max, Demand Gen, video, Shopping, and app.
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When a responsive search ad headline does not show as you wrote it
A saved headline, including a price, is not shown every time. Check the combinations that actually served and the search terms.
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Stop wasted Google Ads queries with search terms and negative keywords
From the search terms report, decide whether to pause a keyword or add a negative keyword.
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Why Google Ads are not showing: causes, fixes, and zero-impression checks
Separate an ad missing from your search from zero reported impressions. Check review, targeting, keywords, bidding, and tracking, then decide whether to wait or fix a setting.
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Should you apply every Google Ads recommendation?
Do not apply them in bulk. Split creative, broad match, search partners, and measurement, then decide each one.
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Ask AI to analyze ads and GA4 one channel at a time
Pasting every channel into one prompt mixes metrics that are not counted the same way.
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A prompt for landing-page improvements that tests one element at a time
Pick one bottleneck from the traffic and the measured numbers, then pair one change with one hypothesis and one KPI.
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How to create a marketing report: monthly template and AI workflow
Choose KPIs, organize results and next actions, and build a monthly marketing report with a copyable template, a worked example, and an AI workflow.
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How to review a marketing move with AI without asserting cause
A number moving after a change is not the same as the change causing it. Separate what was observed from what is still unknown.
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High Google Ads CPA: causes, improvements, and a checklist
Understand CPA, set an acceptable acquisition cost, and investigate measurement, CPC, and CVR. Includes practical improvements, an actual campaign record, and an AI analysis template.
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How to run a 3C analysis with AI, separating facts from hypotheses
Split facts, hypotheses, and missing information before asking AI for a 3C analysis.
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Seven ways to make a marketing deck easier to read with AI
Use AI to fix the structure before the decoration: one message per slide, then a figure.
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Choose blog SEO keywords from your own data
Collect candidates from Search Console, ad search terms, and inquiries, then check demand in Keyword Planner.
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The first decision without a marketer is the cost ceiling per customer
Ideas are unlimited until you know how much one customer can cost. That ceiling is what makes the list comparable.
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Three ways to give AI chat your own numbers
Paste a CSV, connect with MCP, or ask a service that already holds the numbers.
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Ways to see Google Ads, Meta Ads, and GA4 in one place
Compared Looker Studio, connector SaaS, BI tools, and calling the APIs yourself.
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Finding lower-competition search keywords with three numbers
Use monthly searches, competition, and bid ranges in Keyword Planner to narrow keywords that have demand and thinner bidding.
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The first setup for search traffic after a site goes live
Publishing the site does not make Google visit. Search Console and GA4 are the first setup for search traffic.
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What to test first if you want more views, read from X's public code
The public defaults point at shares, replies, and post clicks before format folklore such as video.