Adobe Brand Visibility (LLM Optimizer) is a sales-led enterprise tool that ties AI referral traffic to revenue in Adobe Analytics, and SE Ranking AI Visibility is a self-serve tracker inside an SEO suite with a free trial. Adobe suits teams already on Adobe's analytics, and SE Ranking suits SEO teams that want AI tracking beside rank tracking. DeepSmith is a strong alternative for teams that want to track AI answers and also produce and publish the articles that close the gaps, from $99 a month.
The question behind Adobe Brand Visibility vs SE Ranking AI Visibility is whether tying AI visibility to revenue is worth an enterprise contract. Adobe says yes and sells it through a sales conversation. SE Ranking does not measure AI referral traffic at all, but you can start a trial today and pay from $129 a month. This page goes through pricing, features, data method and who each one fits. DeepSmith is covered along the way, because many teams in this spot want the tracking and the content work in one place.
Adobe Brand Visibility vs SE Ranking AI Visibility: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready, brand-grounded articles in one self-serve platform, starting at $99 a month with a 7-day free trial and no long-term contract.
- Choose Adobe Brand Visibility if you already run Adobe Analytics or Customer Journey Analytics, you need AI referral traffic and revenue in those reports, and you can handle a sales-led contract and some IT work on CDN logs.
- Choose SE Ranking AI Visibility if you run SEO work in SE Ranking already or want a full SEO suite, and you want five-engine tracking from $129 a month, with a 14-day no-card trial and API and MCP access.
| DeepSmith | Adobe Brand Visibility | SE Ranking AI Visibility | |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | Not public, sales quote | $129/mo (Core suite plan) |
| Annual price (per month) | $80/mo | Not public | $103.20/mo |
| Most engines on any plan | 10 (Enterprise) | Up to 10 LLM families | 5 |
| Free trial | 7-day free trial | Existing Adobe customers only | 14-day, no card |
| AI referral traffic and revenue attribution | - | Yes, in Adobe Analytics and Customer Journey Analytics | No |
| Query fan-out | - | Yes | No |
| AI crawler analytics | - | Yes, from CDN logs | Not listed |
| Content generation | Yes | Partial | Partial |
| CMS publishing | Yes | Partial | Partial |
| Brand-context grounding | Yes | Not listed | Not listed |
| API | Yes (read-only) | Not listed | Yes |
| MCP server | Yes (read-only) | Not listed | Yes |
| SOC 2 | Yes | Not listed | Not listed |
| Review rating | 4.8/5 on G2 | 3.7/5 on G2 | 4.7/5 on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Adobe Brand Visibility
Adobe launched LLM Optimizer in June 2025 and, from 31 July 2026, sells it only as Adobe Brand Visibility, which adds Semrush prompt and market data. It tracks mentions, citations, sentiment and share of voice across up to ten LLM families, benchmarks up to five competitors, reads AI crawler traffic from CDN logs, and can deploy fixes at the CDN edge or in Adobe Experience Manager. It is built for large enterprises, especially those already on Adobe Experience Manager, Adobe Analytics or Customer Journey Analytics.
The standout is revenue attribution. Adobe connects LLM referral traffic to conversions and revenue in its own analytics products, and nothing in SE Ranking's AI toolkit measures that. The real limits sit next to it. Pricing is not public, licenses are sold per prompts per year, and the only free access is a limited trial for existing Adobe customers. Setup can need IT and security work, since the crawler and referral views depend on CDN log forwarding.
Review sentiment is thin. G2 shows 3.7/5 from five reviews as of September 2026, four of them incentivized, and Capterra has none. Reviewers liked the interface, prompt suggestions and the Experience Manager integration, and one called log forwarding an onboarding barrier. Five reviews is too few to say much about how most customers feel.
SE Ranking AI Visibility
SE Ranking is an SEO platform founded in 2013, and its AI Search Toolkit tracks how a brand is mentioned, linked and positioned in Google AI Overviews, AI Mode, ChatGPT, Gemini and Perplexity. You get it inside the Core ($129 a month) and Growth ($279 a month) suite plans, through an AI Search add-on from $89 a month, or as the standalone SE Visible product from $99 a month. It suits SEO teams and agencies that want AI tracking next to rank tracking, audits and keyword research.
The standout is the way it fits into a working SEO stack. Prompts are checked daily through the user interface, the method is documented, and API and MCP access come with every plan. The limits are just as clear. It does not track Claude or Microsoft Copilot, it does not measure AI referral traffic (the GA4-based traffic page is marked coming soon), query fan-out is not available, and no SOC 2 or SSO statement was found. Sentiment sits in SE Visible rather than the main tracker.
The G2 rating of 4.7/5 from 1,606 reviews, checked in September 2026, covers the whole SE Ranking suite and not the AI product. AI-specific reviewers valued repeatable monitoring and asked for more flexible ways to organize prompts and sources.
DeepSmith: the alternative that tracks and writes
Neither tool above takes you from a gap in AI answers to a published, brand-grounded article. Adobe goes furthest on acting on a finding, with prioritized briefs, edge deployment and Experience Manager updates, though its pages describe content generation for Wikipedia, YouTube, Reddit and earned media and not full on-site articles, and they do not describe grounding in stored brand context. SE Ranking has an AI Writer and a Content Marketing tool at the suite level, but they sit apart from the AI tracking data, and its record shows no stored brand or voice context. A team that wants to go from "we are missing from this answer" to a published page still has a lot of manual work left with either one.
DeepSmith puts that whole loop in one platform. AI Visibility tracks mention rate, citation rate and share of voice across engines, shows which of your pages AI cites, and shows which competitor pages win citations for your prompts. Opportunity Agents turn that data into ideas, and each idea carries the data point that justifies it. The Writer in Content Studio then turns a planned idea into a finished article, researched, internally and externally linked, with a cover image and publish-ready metadata, grounded in Deep IQ, which stores your product, persona, brand voice and content type context. Autowrite can write it on a scheduled date, and Produced Content publishes to WordPress, Webflow, Strapi, Sanity or Contentful. DeepSmith's plans don't include revenue attribution in an analytics suite. What it gives you is the evidence of which pages AI cites and the pages that close the gap.
The same platform carries a published price. Pro is $99 a month, Grow $199 and Scale $399, with annual billing at $80, $160 and $299. Articles run from 20 to 90 a month across those plans, there is a 7-day free trial, and there are no long-term contracts. DeepSmith is SOC 2, GDPR and ISO certified and rated 4.8/5 on G2.
Revenue attribution and AI traffic
On Adobe Brand Visibility vs SE Ranking revenue attribution, Adobe wins outright. It reports LLM referral traffic, conversions and revenue through native Adobe Analytics and Customer Journey Analytics integrations, tracks the path from prompt to conversion, and added a Google Analytics integration for paid customers in May 2026. SE Ranking's AI Traffic Analytics page is marked coming soon, and today the tracker only gives estimated traffic potential from AI Overviews and AI Mode, not measured visits.
How much that matters depends on where your reporting lives. If your analytics already run on Adobe, the integration is the reason to buy. If they do not, it is not clear from the record whether attribution needs separate Adobe Analytics or Customer Journey Analytics licenses, so ask that before you count it as included. Adobe also says impact measurement can need about a two-week baseline, and the customer results on its pages are vendor-reported, not independently checked. In most cases a team that only needs to show AI visibility trends will not use this feature much.
What DeepSmith does: it measures AI visibility at the page level, with citation counts per page and the prompts driving them, so you can see which published pages earn AI citations and where the gaps are. It then produces the articles for those gaps in the same platform, which keeps the focus on what to publish next.
Engine coverage
On breadth Adobe leads on paper, and on clarity SE Ranking leads. Adobe says it can track up to ten LLM families and names ChatGPT, Perplexity, Google AI Mode, Claude and Microsoft Copilot, but it publishes no matrix of which engines each license or trial includes. Release notes add Grok and DeepSeek to paid Brand Presence, and a separate area lists Google AI Overviews and Gemini, so the full list depends on the module.
SE Ranking tracks five engines on its trial, Core, Growth and Enterprise plans, and states them plainly: Google AI Overviews, AI Mode, ChatGPT, Gemini and Perplexity. Claude and Copilot are not covered. Country, location and language are set per engine, though ChatGPT and Perplexity ignore region settings. If Claude or Copilot visibility matters to your buyers, Adobe is the only one of the two that names them.
What DeepSmith does: it tracks ten engines named in its product, ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Google AI Mode, Grok, Meta AI, Microsoft Copilot and DeepSeek. Coverage rises by plan, from ChatGPT on Pro to Perplexity on Grow, Gemini on Scale and all ten on Enterprise.
Tracking depth and data method
SE Ranking wins on documented method. It sends queries to the engines and captures responses as a real user would see them, checks tracked prompts daily, keeps full answer text for 30 days and presence metrics for one year, and reports mention position, link position and cited pages. It matches mentions by case-insensitive brand name, and it does not disclose model versions.
Adobe tracks more kinds of signal, including query fan-out, AI crawler visits from CDN logs, sentiment and share of voice against up to five competitors. Its refresh is weekly by default, with daily refresh available on request and possibly for an extra fee, even though the product page speaks of a real-time picture. Adobe's security overview says prompts go to public LLM APIs and public interfaces are crawled, and an earlier description mentions statistical approximation of answers. The split between those methods is not published, so test the same prompts side by side before you trust a score difference.
Pricing and value
In SE Ranking AI Visibility vs Adobe Brand Visibility on price, SE Ranking is the only one with a number you can read today. Core is $129 a month ($103.20 billed annually) with 100 prompts tracked daily, and Growth is $279 ($223.20 billed annually) with 250. The AI Search add-on runs $89, $179 or $345 a month for 200, 450 or 1,000 checks, where one check is one prompt on one engine. Daily prompts on plans and monthly checks on the add-on are different units, and how they combine is not stated, so the packaging takes a careful read.
Adobe gives no price. Licenses are set per prompts per year in a sales order, and the paid entitlement includes Semrush Enterprise AIO with 40 full users, 150 projects and 800 AIO credits a month. For a large organization that bundle may carry real value, and you will only learn the cost by asking sales. For a team that wants to compare budgets this week, the missing price is the first obstacle.
What DeepSmith does: it publishes every plan price, $99, $199 and $399 a month, with annual billing at $80, $160 and $299. Each plan includes articles to write as well as prompts to track, so the same monthly fee covers the monitoring and the production. A 7-day free trial lets you see real data and real drafts before paying.
From insight to action
Adobe is ahead on acting on findings. It describes prioritized briefs, recommendations for the pages needed to fill content gaps, and optimizations deployed to AI agents at the CDN edge or in Adobe Experience Manager with instant rollback. G2 reviewers praised the edge deployment, and others questioned how mature some content recommendations and the query fan-out features are. One reviewer wanted a writing assistant.
SE Ranking offers insights and recommendations in its tracker, such as sources that mention competitors but not you, and its suite has an AI Writer and a Content Marketing tool. Those suite tools are not tied to the AI visibility data on its AI pages, and its record lists no CMS publishing from the AI tracking product.
What DeepSmith does: it closes the loop inside one platform. AI Visibility shows where you are missing, Opportunity Agents return ideas with the evidence attached, and the Writer produces a publish-ready article in your Deep IQ brand voice. Produced Content then publishes to your CMS, and Repurpose and the Apps Library turn the article into LinkedIn, X, newsletter and other channel versions. The articles carry internal links and metadata from the start, so there is less editing between the insight and the live page.
Which should you choose
- DeepSmith: for marketing teams that want to see where they are missing in AI answers and produce the on-brand articles that fix it, on a published plan, with a trial, API and MCP access for your own tools, and SOC 2 certification.
- Adobe Brand Visibility: for large organizations on Adobe Experience Manager or Adobe Analytics that need AI traffic and revenue in the same reports, and have the IT capacity for CDN setup and a sales-led contract.
- SE Ranking AI Visibility: for SEO teams and agencies that want AI tracking beside rank tracking and audits, five engines, and a self-serve start with API and MCP access.
Choosing Adobe Brand Visibility or SE Ranking AI Visibility comes down to one question and it is the one in the title. If revenue attribution inside Adobe's analytics is a requirement, Adobe is the one that offers it. If it is not, SE Ranking is the simpler and cheaper start.
Start a DeepSmith free trial to track your prompts and see the first articles drafted from your own data.
