Adobe Brand Visibility (LLM Optimizer) and Conductor both turn an AI visibility gap into a recommended action, and they split on what happens next. Conductor writes full articles grounded in brand context but cannot publish them to a CMS, while Adobe generates content only partially and deploys fixes at the edge or in Adobe Experience Manager. DeepSmith covers the whole path in one self-serve platform: it finds the gap, writes a publish-ready article, publishes it to your CMS and repurposes it.
If you are weighing Adobe Brand Visibility vs Conductor for content creation, the useful question is what happens after the tool shows you a gap. Both will name the gap and suggest an action. After that, one hands you a draft you still have to publish yourself, and the other pushes a fix to the site for AI agents. The overall comparison of the two tools is on our main Adobe Brand Visibility vs Conductor page, so this one stays on a single job. DeepSmith is a third route, where the gap, the article and the publishing step sit in one place.
Adobe Brand Visibility vs Conductor for content creation: the short answer
- Choose DeepSmith if you want one self-serve plan, from $99 a month with a 7-day free trial, that tracks AI answers, writes the article, publishes it to WordPress, Webflow, Strapi, Sanity or Contentful, and repurposes it through the Apps Library.
- Choose Conductor if you want full drafts from Writing Assistant, grounded in Content Profiles and Knowledge Sources, and you are fine publishing each one from your own CMS.
- Choose Adobe Brand Visibility if you already run Adobe Experience Manager or Adobe Analytics and want optimizations deployed at the CDN edge or in AEM more than you want new articles.
| Criterion | DeepSmith | Adobe Brand Visibility | Conductor |
|---|---|---|---|
| Entry price (monthly) | $99 (Pro) | Not public (sales-led) | Not published (sales-led) |
| Free trial | Yes, 7 days, self-serve | Partial, eligible Adobe customers only | Yes, advertised as 3 weeks |
| Turns gaps into recommended actions | Yes | Yes | Yes |
| Writes full articles | Yes | Partial | Yes |
| Grounds output in stored brand context | Yes | Not listed | Yes |
| Publishes directly to a CMS | Yes | Partial, AEM and edge deployment | No |
| Repurposes articles into channel formats | Yes | Not listed | Partial |
| Rewrites or optimizes existing pages | - | Yes | Yes |
| Review rating | 4.8/5 on G2 | 3.7/5 on G2 | 4.5/5 on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Adobe Brand Visibility (LLM Optimizer)
Adobe LLM Optimizer is now sold as Adobe Brand Visibility, and Adobe stopped selling the old name on 31 July 2026. It is an enterprise product bought through sales, aimed at large teams that often already use Adobe Experience Manager or Adobe Analytics. For this job its standout is execution. Adobe describes optimizations deployed at the CDN edge, served to AI agents only, or at the content source in AEM, with instant rollback. It also produces prioritized content briefs and recommends the blogs and pages needed to fill content gaps.
The limit is on the writing side. Adobe says it generates content for Wikipedia, YouTube, Reddit and earned media, but writing full on-site articles is not described, and neither is grounding output in stored brand or voice context. Adobe publishes no price, and the only trial is for eligible Adobe customers. On G2 it has 3.7/5 from five reviews, which is too few to say much, and one reviewer called CDN log forwarding an onboarding barrier.
Conductor
Conductor is an enterprise SEO and AEO platform founded in 2006, sold as four connected products: Intelligence, Creator, Monitoring and AgentStack. For turning gaps into pages, the part that matters is Creator. Its Writing Assistant works from a refined brief grounded in search insights and writes outlines and full drafts, and the recommendations panel in Intelligence links straight into it. Content Profiles store voice, tone and audience, and Knowledge Sources let you attach up to five files to a draft.
Conductor allows 60 drafts a year on Essentials and 180 on Growth. Enterprise lists 600 on its plan card and Custom in the plan grid. The limit is the last step. Conductor says final publishing remains in your CMS, and that people should review every draft before it goes live. It publishes no prices, but it advertises a 3-week free trial with no credit card. G2 shows 4.5/5 from 788 reviews as of 30 September 2026, with reviewers raising price for smaller teams and a learning curve.
DeepSmith: the alternative that tracks, writes and publishes
Between the two tools there is a gap for this particular job. Conductor writes the article and stops at the draft. Adobe deploys fixes to the site, but writing a new full article is not something its pages describe. DeepSmith puts the whole path in one platform, and the same data runs through every step.
Tracking starts in AI Visibility, which shows the prompts where you are missing, which of your pages AI cites, and who wins the citations you do not. Opportunity Agents read that data and return content ideas, and each idea carries the data point that justifies it. Ideas land in New Ideas, get a date in Planned Content, and the Writer turns each one into a finished article that is researched, internally and externally linked, and grounded in your Deep IQ brand context, with a cover image and publish-ready metadata. Autowrite can do this on a scheduled date with no one in the app. From Produced Content you publish straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks.
The screens below use demo data. The first shows a gap becoming an idea with its evidence attached, and the second shows the finished article waiting to be published.
Pro is $99 a month ($80 billed annually) with 20 articles and 50 tracked prompts. Grow is $199 with 40 articles and 100 prompts, Scale is $399 with 90 articles and 200 prompts, and Enterprise is custom. There is a 7-day free trial and no long-term contract.
Gap detection and recommendations
On Adobe Brand Visibility vs Conductor content from gaps, the two tie at this step, because both turn what they measure into specific recommended actions. The difference is the shape of the output. Adobe's tour describes a prioritized action plan and briefs that show where one content investment improves visibility across a topic cluster, and it does prompt research over a database of nearly 300 million AI search prompts. Conductor's AEO Recommendations come as cards with the triggering signal, a rationale, and the top prompts and pages to act on, and each card links into Writing Assistant. Adobe's output reads like a plan for a cluster of pages, and Conductor's reads like a work order for one draft.
What DeepSmith does: Opportunity Agents return content ideas with the data point that justifies each one, such as a competitor page winning citations on a prompt you track and no matching page on your site. Content Map adds a second source of gaps by comparing your coverage topic by topic against competitor sites. All of it goes into one backlog, so the idea does not have to be copied anywhere before someone writes it.
Writing and brand grounding
Conductor is ahead of Adobe here by a clear margin. Writing Assistant produces outlines and full drafts, Content Score rates topical coverage and intent alignment as the draft changes, and Content Profiles and Knowledge Sources ground the draft in your own voice and material. Adobe lists content generation as partial, and what it describes is off-site content for channels like Reddit and earned media rather than articles on your own blog. Grounding output in stored brand context is not described for Adobe Brand Visibility.
What DeepSmith does: The Writer produces a publish-ready article from stored Deep IQ context: product, persona, brand voice, visual guideline and content type. SEO and AEO structure is built in while it writes, including heading structure, schema markup, internal linking and metadata. Pro, Grow and Scale include 20, 40 and 90 articles a month, so output scales with the plan.
From insight to action
This is where the three tools separate most. Adobe is the stronger of the two on getting a change onto a site. Its product description allows up to 1,000 optimization deployments a year, through the CDN edge or AEM, and AEM is the only CMS it names. A new article is a different matter, because publishing one is not described. Conductor stops earlier, since its Writing Assistant FAQ says publishing remains in your CMS, and its Drupal integration gives guidance and scoring inside Drupal rather than publishing from Conductor. Repurposing is thin on both sides. Conductor builds image briefs and video scripts from approved brand context and hands them to AI tools, and Adobe does not describe repurposing at all.
So the manual steps differ. With Conductor, someone copies the draft into the CMS, formats it and publishes it. With Adobe, someone still has to write the page that does not exist yet.
What DeepSmith does: Produced Content is where an article is reviewed, edited and published to WordPress, Webflow, Strapi, Sanity, Contentful or your own webhooks, with Markdown and HTML export as a fallback. Every finished article also arrives with social posts written, and the Apps Library turns it into versions for LinkedIn, X, Medium, Substack, newsletter email, Reddit and more. The step from insight to a live page, and then to distribution, stays inside one workflow.
Entry terms and trials
Conductor is easier to try than Adobe, though neither shows a price. Adobe sells licenses by prompts per year through a sales order, and its only trial is a conditional one for eligible Adobe Experience Manager Cloud Service or Adobe Analytics customers, covering 100 prompts, one domain and up to 50 URLs for one opportunity type. Conductor advertises a free trial with no credit card, but it does not say what the trial includes. Its published US terms also set fees in an order form that is noncancellable by default and renews automatically unless you give 90 days' notice.
What DeepSmith does: Pricing is published at $99, $199 and $399 a month, or $80, $160 and $299 billed annually. The 7-day free trial is self-serve, with real data and real drafts before you pay, and there are no long-term contracts or cancellation fees.
Which should you choose
- DeepSmith fits marketing leads and content teams who want the path from an AI visibility gap to a live, on-brand article to run in one place, with a published price and a trial they can start today.
- Conductor fits an enterprise SEO team that wants AI visibility, keyword data and technical monitoring alongside a writing tool, and has the staff and the CMS process to publish each draft itself.
- Adobe Brand Visibility fits a large organization on Adobe Experience Manager or Adobe Analytics that wants AI-agent-facing fixes deployed at the edge or in AEM and revenue reporting inside Adobe's own analytics.
If you are deciding between Adobe Brand Visibility or Conductor for content creation, pick Conductor when the deliverable is a new article and Adobe when it is a change to existing pages.
Start a free DeepSmith trial at app.deepsmith.ai and run the loop from gap to published article on your own site.
