6 Methods to Automate Worldwide Advertising and marketing with Agent A

The massive one. This instrument takes one English-language article URL and creates as much as seven publish-ready localized articles, with WordPress shortcodes embedded, inner hyperlinks localized, photographs translated, and a one-click “publish to WordPress” button on the finish.

Earlier than translation, the instrument pulls keywords_explorer_matching_terms for the article’s major key phrase within the goal nation, then creates a shortlist of localized key phrases to focus on:

Seven languages are presently wired in—FR, ES, JA, DE, IT, KO, ZH-TW—every with their very own tone guides, glossaries, and translation pointers.

Each ahrefs.com/… hyperlink within the translated physique will get swapped to the goal language’s equal if a localized model exists, or skipped with a motive if not. Subdomains (app., assist.) are left alone. The hyperlink map is rediscovered per locale and cached.

With every Ahref weblog submit containing a dozen graphs and circulation diagrams, it’s straightforward to see why picture translation grew to become an actual bottleneck. So Erik and group constructed a devoted translation instrument simply for visuals—diagrams, screenshots with annotations, advertising banners.

Add a PNG, JPG, or PDF , decide a goal language and area, optionally write a short, get again a localized picture:

The first step makes use of Gemini to research the picture and write detailed localization directions in plain textual content. The instrument is aware of that Spanish for Spain is completely different from Spanish for Mexico, and Portuguese for Brazil is completely different from Portuguese for Portugal; the mannequin is informed to “adapt cultural components as wanted for {area}”—forex symbols, instance domains, identify conventions all shift accordingly.

Step two passes these directions plus the unique picture into Gemini 3 Professional Picture Preview’s native image-output endpoint, which regenerates the picture with the localization utilized:

Case research are the highest-effort content material Taka produces: a 60-minute interview, half a day of transcription, a day of writing, two days of revision. So he requested Agent A to compress that to a day.

The Case Research Generator takes an audio file (mp3 / m4a / wav / mp4, something ffmpeg can learn), reference URLs, photographed handwritten notes, and a basic-info kind, and turns it into a sophisticated case examine draft:

The audio is transcribed and speaker labels are assigned to each sentence primarily based on the interviewee kind knowledge. OCR is used to extract textual content from photographed pages of handwritten interview notes, reference articles (like different case research) are pulled into the pipeline, and Opus 4.6 creates a case examine draft for overview and publishing (like this particular case examine, revealed on the Japanese weblog):

Taka ships 4 sorts of movies: month-to-month product roundups, deep-dive demos, step-by-step tutorials, and podcast interviews. Each has a totally completely different construction, so the YouTube Script Generator has 4 templates to decide on between:

The instrument additionally features a hook sample picker with six confirmed “hook” codecs to pique the viewers’ curiosity (Damaging Outcome / Social Proof / Sample Interrupt / Excessive Stakes / Pace Run / FOMO Hole). Taka’s selection shapes the primary 30 seconds, whereas the remainder of the script is generated by Opus 4.7 at ~300–350 Japanese characters per minute:

For thumbnails, GPT-5.5 proposes three textual content ideas (an information angle, a query angle, a narrative angle), impressed by a examine Taka carried out thumbnail tendencies in Japanese business-education channels; gpt-5.4-image-2 renders every at 1280×720 utilizing brand-color palettes.

Twice a yr Taka hosts or sponsors an occasion the place the speaker is in a single language and half the viewers is within the different. Skilled simultaneous interpreters price $2,000+/day and don’t know our product. The Reside Interpreter is what Taka opens on a laptop computer subsequent to the stage:

This translation instrument information reside audio and generates subtitles on-the-fly utilizing Gemini 3 Flash (with a selection of different fashions for various conditions: Claude Haiku is extra correct however too gradual for reside occasions).

At Taka’s specification, the subtitling instrument forces a grammatically full output sentence even when the enter is a mid-phrase chunk of reside speech: no noun-ending sentences, no trailing particles, and should shut with a correct Japanese predicate (the polite-form copula or a verb conjugation).

And crucially from a product perspective: a devoted web optimization/Ahrefs glossary is injected on the prime of the system immediate with the literal directive “ABSOLUTE HIGHEST PRIORITY — overrides every little thing else”. So “AI Overviews” at all times renders because the one accepted Japanese time period we use internally, by no means a near-synonym. “Backlink”, “Area Ranking”, and each different brand-controlled time period map to precisely one Japanese rendering.

Ahrefs creates a ton of promoting collateral every month, and the worldwide advertising group has a mountain to climb to localize all of our weblog posts, emails, product movies, YouTube tutorials, and run reside occasions.

Erik and Taka use Agent A to automate huge chunks of the less-skilled, extra repetitive work every month. All of those instruments began life as handbook, time-consuming workflows and become an app over a chat session or two. The overall work was most likely a standard week’s value of an engineer’s time, besides that neither Erik nor Taka is an engineer.