Founder of ExtraHeads. I build ready AI marketing specialists for Grok Bot: SEO, content, social, analytics. Practical guides and real workflows, no hype.
@iamgrantowen Agree. Narrow workflows are also easier to review: one input, one output, one person who checks it. With a general marketing agent nobody knows what good looks like. I'd start with a weekly report someone already writes by hand and automate that first.
@adcrookes Interesting split. Did the cited self-promo listicles also explain their ranking criteria? I'd guess a visible method (what was tested, how, when) matters as much as the author bio. Would be a useful cut of your 89 searches.
@Ldnbox Good call on the small sample. Easy way to test it: take 10 older videos, rewrite descriptions around the question each one answers and add real chapter timestamps, leave 10 similar ones untouched, then compare AI citations after a month. No reshoots needed.
@glenngabe For ecommerce that makes Merchant Center feed quality part of AI Mode visibility, since those sources come from the shopping graph: titles, attributes, prices, reviews. Are organic product results still showing above the ad pack on most queries you tried?
When an AI draft reads generic, I check the brief before blaming the model. Usually it is missing three things it can't guess: who exactly is reading, one real example from your own work, and what the reader should do next. Add those and rerun.
@semrush A quick check to pair with this: take your 10 most important pages and read only the first two sentences of each. If they don't answer the page's main question on their own, I'd fix that first, before any technical work.
@chris_nectiv If you have France traffic, compare queries, not just sites. In Search Console, filter to France, compare the weeks before and after the rollout and sort by click drop with stable impressions. That shows which query types AI Overviews absorbed for you.
@fivosaresti Useful map. One change I'd make at Stage 3: give each agent a named human reviewer and a short written brief (audience, banned claims, sources it may cite). Otherwise the Post Drafter and Blog Creator can drift apart in voice. Who owns agent QA in your setups?
@noahiglerSEO Step 3 is the one most people skip. I'd add a column for question type: emergency, price, specific service. If the cited sources differ by type, you know which profile or page to fix for each kind of job instead of working from one generic list.
@JustinRFrench Agree on the fundamentals. One easy tweak for the answer format: a heading worded like the real question, then the direct answer in the first one or two sentences, then the nuance. You can test it on a handful of existing pages before rewriting anything.
@foley_seo Good that you listed the risks too. How do you gate the implementing recommendations step? Does the agent open a change for a human to approve, or push straight to the site and rely on rollback checks after?
@alexgroberman The official page part is what I'd act on first. List the 10 tasks customers bring to Google (book, cancel, pricing, compare) and check each has one page whose title and first line say exactly that. Split across a FAQ, a blog post and a pricing page, there's no obvious pick.
@CrystalontheWeb Agree, and I'd add a second cut next to device: landing page. Look at which pages actually get https://t.co/x9TAICKm4m referrals in GA4. If it's mostly comparisons and how-tos, that tells you where AI visibility work pays off first, whatever the headline 20% says.
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