{"id":198589,"date":"2026-06-10T11:34:00","date_gmt":"2026-06-10T16:34:00","guid":{"rendered":"https:\/\/ahrefs.com\/blog\/?p=198589"},"modified":"2026-06-10T11:34:00","modified_gmt":"2026-06-10T16:34:00","slug":"agent-a-for-international-marketing","status":"publish","type":"post","link":"https:\/\/ahrefs.com\/blog\/agent-a-for-international-marketing\/","title":{"rendered":"6 Ways to Automate International Marketing with Agent&nbsp;A"},"content":{"rendered":"<div class=\"intro-txt\">Here\u2019s how the Ahrefs international marketing team uses <a href=\"https:\/\/ahrefs.com\/agent-a\">Agent A<\/a> to automate their&nbsp;work.<\/div>\n<p>International marketing is a job that gets exponentially complicated with each additional region and language you&nbsp;add.<\/p>\n<p>For example, we publish the Ahrefs blog in <em>eight<\/em> languages, which means roughly every meaningful task\u2014refreshing an old article, checking hreflang tags, swapping internal links, tracking what a competitor just shipped\u2014has to be done eight times, or eight times a month, or eight times per product launch. Thankfully, we have some incredible marketers on the&nbsp;case.<\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/erik-sarissky\/\">Erik Sarissky<\/a> is Head of International Marketing &amp; Product Localization at Ahrefs. He runs the international marketing team at Ahrefs, leading a small-but-mighty cadre of international marketers responsible for scaling growth in regions like Spain, France, Germany, and&nbsp;Japan.<\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/takanori-kawaharada-24b244108\/\">Takanori Kawaharada<\/a> is Ahrefs\u2019 Regional Head of Marketing, Japan. Taka is responsible for all of Ahrefs\u2019 marketing channels in Japan: events and webinars, content creation, social media, product marketing, and much more besides.<\/p>\n<p>These are some of the AI tools Erik and Taka (and the rest of the international marketing team) have built with our marketing agent, Agent A. Each explanation includes a starter prompt you can paste into a fresh workspace to build your own version.<\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">What is Agent&nbsp;A?<\/div><div class=\"recommendation-content\">\n<p><a href=\"https:\/\/ahrefs.com\/agent-a\">Agent A<\/a> is a marketing agent from Ahrefs\u2014an AI assistant with direct access to the full Ahrefs dataset that can carry out marketing tasks autonomously, rather than just answer questions.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1648\" height=\"1168\" class=\"wp-image-198590\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-1.jpeg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-1.jpeg 1648w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-1-600x425.jpeg 600w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-1-768x544.jpeg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-1-1536x1089.jpeg 1536w\" sizes=\"auto, (max-width: 1648px) 100vw, 1648px\"><\/p>\n<p>Agent A includes:<\/p>\n<ul>\n<li><strong>Unrestricted access to Ahrefs endpoints.<\/strong> Every endpoint we use to build Ahrefs is available, including many you cannot reach via API or&nbsp;MCP.<\/li>\n<li><strong>Serious tech stack underneath.<\/strong> Postgres for state, Flask for UIs, an OpenRouter proxy with 300+ models, web fetch with full-page parsing, PDFs, OCR, scheduled jobs.<\/li>\n<li><strong>Native connectors to marketing tools.<\/strong> Slack, HubSpot, GitHub, Notion, Linear, Mailchimp, Resend, SendGrid, Stripe, Gong, WordPress, Airtable, Apify, and even Semrush.<\/li>\n<li><strong>Expert skill library.<\/strong> The Ahrefs team has contributed pre-built marketing skills and applications that encode how we actually work.<\/li>\n<\/ul>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Automatically translate blog posts to multiple languages\" data-section=\"one\">\n<h2><a id=\"post-198589-_frz4cmeoe3j1\"><\/a>1. Automatically translate blog posts to multiple languages<\/h2>\n<\/div><\/div>\n<p>The big one. This tool takes one English-language article URL and creates up to seven publish-ready localized articles, with WordPress shortcodes embedded, internal links localized, images translated, and a one-click \u201cpublish to WordPress\u201d button at the&nbsp;end.<\/p>\n<p>Before translation, the tool pulls <code>keywords_explorer_matching_terms<\/code> for the article\u2019s primary keyword in the target country, then creates a shortlist of localized keywords to target:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1767\" class=\"wp-image-198591\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-2.png\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-2.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-2-493x425.png 493w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-2-768x663.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-2-1536x1325.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>Seven languages are currently wired in\u2014FR, ES, JA, DE, IT, KO, ZH-TW\u2014each with their own tone guides, glossaries, and translation guidelines.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1143\" class=\"wp-image-198592\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-3.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-3.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-3-680x380.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-3-768x429.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-3-1536x857.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>Every ahrefs.com\/\u2026 link in the translated body gets swapped to the target language\u2019s equivalent if a localized version exists, or skipped with a reason if not. Subdomains (app., help.) are left alone. The link map is rediscovered per locale and cached.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1607\" class=\"wp-image-198593\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-4.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-4.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-4-542x425.jpg 542w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-4-768x603.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-4-1536x1205.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p><em>Build me a multilingual translation pipeline for blog articles. Input: an EN article URL (or pasted markdown) + target language. Source fetch tries Jina Reader, Ahrefs snapshot, then direct HTTP. SEO step: keywords_explorer_matching_terms for the article\u2019s primary keyword in target country, two-LLM curation (one fast model filters, one stronger model ranks), shortlist passed into the translation prompt. Translation enforces a per-language readiness gate \u2014 refuse to start if the style guide or WordPress shortcode footer for that language isn\u2019t authored yet. Count source images in the prompt and require the same count in output with URLs byte-identical, alt text translated. After translation, run an internal-link adapter that rewrites every ahrefs.com\/\u2026 link to its localized equivalent (using a per-locale page map) or skips with reason. Stream the translation live to the UI. Final stage: one-click publish to WordPress as a draft, plus DOCX export.<\/em><\/p>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Translate graphs and blog post images into multiple languages\" data-section=\"two\">\n<h2><a id=\"post-198589-_u6ay6xb1umfh\"><\/a>2. Translate graphs and blog post images into multiple languages<\/h2>\n<\/div><\/div>\n<p>With each Ahref blog post containing a dozen graphs and flow diagrams, it\u2019s easy to see why image translation became a real bottleneck. So Erik and team built a dedicated translation tool <em>just <\/em>for visuals\u2014diagrams, screenshots with annotations, marketing banners.<\/p>\n<p>Upload a PNG, JPG, or PDF , pick a target language and region, optionally write a brief, get back a localized image:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1405\" class=\"wp-image-198594\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-5.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-5.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-5-620x425.jpg 620w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-5-768x527.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-5-1536x1054.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>Step one uses Gemini to analyze the image and write detailed localization instructions in plain text. The tool knows that Spanish for Spain is different from Spanish for Mexico, and Portuguese for Brazil is different from Portuguese for Portugal; the model is told to \u201cadapt cultural elements as needed for {region}\u201d\u2014currency symbols, example domains, name conventions all shift accordingly.<\/p>\n<p>Step two passes those instructions plus the original image into Gemini 3 Pro Image Preview\u2019s native image-output endpoint, which regenerates the image with the localization applied:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1236\" class=\"wp-image-198595\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-6.png\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-6.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-6-680x410.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-6-768x464.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-6-1536x927.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p><em>Build me an image localizer for marketing visuals (diagrams, annotated screenshots, banners). Input: a PNG\/JPG or PDF (rasterize page 1), target language, target region (e.g. pt \u2192 Brazil vs Portugal, zh \u2192 China vs Taiwan), optional brief. Two-pass pipeline: (1) a vision model analyzes the image and writes plain-language localization instructions, (2) a native-image-output model regenerates the image with those instructions baked into the prompt, preserving layout, brand colors, fonts. After the first render, keep a chat box open for incremental edits \u2014 feed the current rendered PNG (not the original) plus the correction back into the same model so layout doesn\u2019t drift across iterations. Show the analysis text alongside the output so I can see what the model decided to change before it changed it.<\/em><\/p>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Turn a 60-minute interview recording into a full case study\" data-section=\"three\">\n<h2><a id=\"post-198589-_ctp9rzwpuy9s\"><\/a>3. Turn a 60-minute interview recording into a full case&nbsp;study<\/h2>\n<\/div><\/div>\n<p>Case studies are the highest-effort content Taka produces: a 60-minute interview, half a day of transcription, a day of writing, two days of revision. So he asked Agent A to compress that to an afternoon.<\/p>\n<p>The <strong>Case Study Generator<\/strong> takes an audio file (mp3 \/ m4a \/ wav \/ mp4, anything ffmpeg can read), reference URLs, photographed handwritten notes, and a basic-info form, and turns it into a polished case study&nbsp;draft:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1875\" class=\"wp-image-198596\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-7.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-7.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-7-464x425.jpg 464w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-7-768x703.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-7-1536x1406.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>The audio is transcribed and speaker labels are assigned to every sentence based on the interviewee form data. OCR is used to extract text from photographed pages of handwritten interview notes, reference articles (like other case studies) are pulled into the pipeline, and Opus 4.6 creates a case study draft for review and publishing (like this actual case study, published on the Japanese blog):<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1718\" class=\"wp-image-198597\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-8.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-8.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-8-507x425.jpg 507w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-8-768x644.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-8-1536x1289.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p>Build me a long-form interview-to-article pipeline. Input: audio file (mp3\/m4a\/wav\/mp4, any length up to 60 min), reference URLs, photographed notes (image\/PDF), basic-info form (company\/industry\/interviewees\/theme\/target chars, default 7000). Pipeline: (1) chunk audio into 10-min segments with ffmpeg, transcribe each via openai\/gpt-4o-audio-preview, with a hard guard that flips draft to \u201cerror\u201d state if every chunk fails; (2) Sonnet 4.6 assigns speaker A\/B\/C labels using the interviewee form, with the interviewer name auto-filled across host turns; (3) Opus 4.6 vision OCRs photographed notes; web-fetch pulls reference URLs; (4) Opus 4.6 drafts at max_tokens=16000 \u2014 if output is under 85% of target, run a second \u201cextend\u201d pass that adds depth from unused transcript content but keeps the same title and structure, never a part-2 split; (5) DOCX + WordPress HTML export, plus chat-refine editor with DB-backed undo\/redo. Ban placeholder strings (\u201c[needs answer]\u201d, \u201c[draft]\u201d, any disclaimer text) in the system prompt.<\/p>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Create a YouTube script and three thumbnails in minutes\" data-section=\"four\">\n<h2><a id=\"post-198589-_orn4u4bcugif\"><\/a>4. Create a YouTube script and three thumbnails in minutes<\/h2>\n<\/div><\/div>\n<p>Taka ships four kinds of videos: monthly product roundups, deep-dive demos, step-by-step tutorials, and podcast interviews. Each one has a completely different structure, so the <strong>YouTube Script Generator<\/strong> has four templates to choose between:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1393\" class=\"wp-image-198598\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-9.png\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-9.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-9-625x425.png 625w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-9-768x522.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-9-1536x1045.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>The tool also includes a hook pattern picker with six proven \u201chook\u201d formats to pique the viewers\u2019 interest (Negative Result \/ Social Proof \/ Pattern Interrupt \/ High Stakes \/ Speed Run \/ FOMO Gap). Taka\u2019s choice shapes the first 30 seconds, while the rest of the script is generated by Opus 4.7 at ~300\u2013350 Japanese characters per minute:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"956\" class=\"wp-image-198599\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-10.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-10.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-10-680x317.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-10-768x359.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-10-1536x717.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>For thumbnails, GPT-5.5 proposes three text concepts (a data angle, a question angle, a story angle), inspired by a study Taka conducted looking at thumbnail trends in Japanese business-education channels; gpt-5.4-image-2 renders each at 1280\u00d7720 using brand-color palettes.<\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p><em>Build me a YouTube script + thumbnail generator with four script-type templates: demo (7\/12\/50\/15\/8% sections with screen-direction cues every 2-3 lines), monthly product roundup (5\/80\/8% sections, banned hype words, exclamation marks only in outro, fixed opening\/transition templates per position), step-by-step tutorial (8\/7\/65\/10\/8% sections with explicit step numbering), and podcast interview-question script (Host intro + numbered questions, each question = 2-3 sentence premise with specific stats\/names + one open question, no guest answers, no dialogue). Optional hook-pattern picker for the first 30s (Negative Result \/ Social Proof \/ Pattern Interrupt \/ High Stakes \/ Speed Run \/ FOMO Gap). Pace at ~300-350 [native-language] chars\/minute. Fetch reference URLs via web-fetch and inject content. After script is done, add a thumbnail tab: GPT-5.5 proposes 3 text concepts (data\/question\/story), image model generates 1280\u00d7720 thumbnails with brand-color palettes pulled from a saved local trend-study file.<\/em><\/p>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Manage and update hreflang tags at scale\" data-section=\"five\">\n<h2><a id=\"post-198589-_j1186e1gvphk\"><\/a>5. Manage and update hreflang tags at&nbsp;scale<\/h2>\n<\/div><\/div>\n<p><a href=\"https:\/\/ahrefs.com\/blog\/hreflang-tags\/\">Hreflang<\/a> is a very dull, very important part of international SEO. This tool generates hreflang tag sets for any international site:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1435\" class=\"wp-image-198600\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-11.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-11.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-11-607x425.jpg 607w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-11-768x538.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-11-1536x1076.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>For any canonical URL, the tool returns the complete set of hreflang tags (<code>&lt;link rel=\"alternate\" hreflang=\"...\" href=\"...\"&gt;<\/code>), tailored to the international markets you care about, and ready to paste into a CMS field or a sitemap generator.<\/p>\n<p>Audit mode also allows you to troubleshoot common hreflang issues. Point it at a page that already has hreflang tags and it tells you what\u2019s wrong\u2014missing reciprocal tags, wrong language codes, broken alternates, missing x-default. This catches the half-implemented-by-the-previous-agency state most international sites are&nbsp;in.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1299\" class=\"wp-image-198601\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12-670x425.jpg 670w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12-260x166.jpg 260w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12-768x487.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-12-1536x974.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p><em>Build me a hreflang generator + auditor for international sites. Support both URL patterns: path-based (ahrefs.com\/blog\/de\/slug) and subdomain-based (de.example.com\/blog\/slug) via a single slug-prefix parser. Slug matching in order: (1) exact same-slug across languages, (2) Ahrefs Site Audit hreflang_audit endpoint when available (cache to disk), (3) title-similarity fallback. For a canonical URL, output the full &lt;link rel=\u201calternate\u201d hreflang&gt; tag block including x-default. Audit mode: point at a page that already has hreflang and report missing reciprocals, wrong language codes, broken alternates. Auto-import brand configurations from my Intl Blog Monitor so I don\u2019t reconfigure the same site&nbsp;twice.<\/em><\/p>\n<\/div><\/div>\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Run real-time English \u2194 Japanese subtitles at conferences\" data-section=\"six\">\n<h2><a id=\"post-198589-_sw3c5iss2yg5\"><\/a>6. Run real-time English \u2194 Japanese subtitles at conferences<\/h2>\n<\/div><\/div>\n<p>Twice a year Taka hosts or sponsors an event where the speaker is in one language and half the audience is in the other. Professional simultaneous interpreters cost $2,000+\/day and don\u2019t know our product. The <strong>Live Interpreter<\/strong> is what Taka opens on a laptop next to the&nbsp;stage:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1270\" class=\"wp-image-198602\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-13.jpg\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-13.jpg 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-13-680x422.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-13-768x476.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/06\/word-image-198589-13-1536x953.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<p>This translation tool records live audio and generates subtitles on-the-fly using Gemini 3 Flash (with a choice of other models for different situations: Claude Haiku is more accurate but too slow for live events).<\/p>\n<p>At Taka\u2019s specification, the subtitling tool forces a grammatically complete output sentence even when the input is a mid-phrase chunk of live speech: no noun-ending sentences, no trailing particles, and must close with a proper Japanese predicate (the polite-form copula or a verb conjugation).<\/p>\n<p>And crucially from a product perspective: a dedicated SEO\/Ahrefs glossary is injected at the top of the system prompt with the literal directive \u201cABSOLUTE HIGHEST PRIORITY \u2014 overrides everything else\u201d. So \u201cAI Overviews\u201d always renders as the one approved Japanese term we use internally, never a near-synonym. \u201cBacklink\u201d, \u201cDomain Rating\u201d, and every other brand-controlled term map to exactly one Japanese rendering.<\/p>\n<div class=\"recommendation\"><div class=\"recommendation-title\">Starter prompt<\/div><div class=\"recommendation-content\">\n<p><em>Build me a real-time conference interpreter for [my two languages]. Browser captures audio chunks, POSTs each transcribed chunk to \/translate. Server detects direction by character-set \/ language ID. System prompt enforces two non-negotiables: (1) every output sentence must be grammatically complete with a proper predicate even when the input is a mid-phrase chunk \u2014 if input cuts off, model adds a closing verb \/ clause to finish the sentence so subtitles never dangle; (2) inject my domain glossary (both directions) at the top of the system prompt with the literal directive \u201cABSOLUTE HIGHEST PRIORITY \u2014 overrides everything else\u201d so brand terms never get substituted with synonyms. Pre-wire 4 model options ordered by latency, not accuracy: Gemini Flash Lite, Gemini 3 Flash (default), Claude Haiku 4.5, GPT-4.1 Nano. max_tokens=400, temperature=0.2. Show direction + model in the UI; switch model on the fly without reloading.<\/em><\/p>\n<\/div><\/div>\n<h2><a id=\"post-198589-_qzh7xgk6vzzb\"><\/a>Final thoughts<\/h2>\n<p>Ahrefs creates a ton of marketing collateral each month, and the international marketing team has a mountain to climb to localize all of our blog posts, emails, product videos, YouTube tutorials, and run live events.<\/p>\n<p>Erik and Taka use Agent A to automate big chunks of the less-skilled, more repetitive work each month. All of these tools started life as manual, time-consuming workflows and turned into an app over a chat session or two. The total work was probably a normal week\u2019s worth of an engineer\u2019s time, except that neither Erik nor Taka is an engineer.<\/p>\n<p>If you\u2019re an Ahrefs customer, <a href=\"https:\/\/ahrefs.com\/agent-a\">Agent A<\/a> is free to try for one month. Paste any of the starter prompts above into a fresh workspace and your Agent A will build the tool\u2014with your data, your locales, and your priorities.<\/p>\n<div class=\"further-reading\"><div class=\"reading-title\">Further reading<\/div><div class=\"reading-content\">\n<ul>\n<li><a href=\"https:\/\/ahrefs.com\/blog\/agent-a-for-product-marketing\/\">8 Ways to Automate Product Marketing with Agent&nbsp;A<\/a><\/li>\n<li><a href=\"https:\/\/ahrefs.com\/blog\/agent-a-for-content-marketing\/\">7 Ways to Automate Content Marketing with Agent&nbsp;A<\/a><\/li>\n<\/ul>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>International marketing is a job that gets exponentially complicated with each additional region and language you&nbsp;add. For example, we publish the Ahrefs blog in eight languages, which means roughly every meaningful task\u2014refreshing an old article, checking hreflang tags, swapping internal<span class=\"ellipsis\">\u2026<\/span><\/p>\n<div class=\"read-more\">Read more \u203a<\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":194,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[390],"tags":[],"coauthors":[457],"class_list":["post-198589","post","type-post","status-publish","format-standard","hentry","category-marketing","odd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>6 Ways to Automate International Marketing with Agent A<\/title>\n<meta name=\"description\" content=\"Here\u2019s how the Ahrefs international marketing team uses Agent A to automate their work.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ahrefs.com\/blog\/agent-a-for-international-marketing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"6 Ways to Automate International Marketing with Agent A\" \/>\n<meta property=\"og:description\" content=\"Here\u2019s how the Ahrefs international marketing team uses Agent A to automate their work.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ahrefs.com\/blog\/agent-a-for-international-marketing\/\" \/>\n<meta property=\"og:site_name\" content=\"SEO Blog by Ahrefs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Ahrefs\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-10T16:34:00+00:00\" \/>\n<meta property=\"og:image\" 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