Otterly.AI is a self-serve tracker that checks your prompts daily from a published $29 a month. Adobe Brand Visibility (LLM Optimizer) is a sales-led enterprise product that refreshes weekly by default, but it can push fixes to the CDN edge and tie AI traffic to revenue in Adobe Analytics. DeepSmith sits between them on terms, with self-serve plans published from $99 a month, and it writes the publish-ready articles that close the gaps it finds.
If you are weighing Otterly.AI or Adobe Brand Visibility, you are choosing between a fast, cheap tracker and an enterprise Adobe product, and the Otterly.AI vs Adobe Brand Visibility decision mostly comes down to how you buy and what happens after you find a gap. Otterly gives you daily data and a self-serve signup. Adobe gives you a longer chain from finding a problem to fixing it, but you reach it through a sales process and usually an Adobe stack. DeepSmith is a third route for teams that want to track and write in one place.
Otterly.AI vs Adobe Brand Visibility: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready articles on one self-serve plan, with published pricing from $99 a month and a 7-day free trial.
- Choose Otterly.AI if you want daily prompt tracking at a published price from $29 a month, with API, MCP and white-label reporting on higher plans, and you plan to write the fixes yourself.
- Choose Adobe Brand Visibility if you already run Adobe Experience Manager or Adobe Analytics, and you want edge deployment and revenue attribution inside that contract.
Otterly.AI vs Adobe Brand Visibility comparison table
| Criterion | DeepSmith | Otterly.AI | Adobe Brand Visibility |
|---|---|---|---|
| Entry price (monthly) | $99/mo | $29/mo | Not public (sales-led) |
| Annual price | $80/mo | $25/mo | Not public |
| Prompts at entry tier | 50 | 15 | Not public |
| Engines at entry tier | 1 (ChatGPT) | 4 | Not public per tier |
| Most engines on any plan | 10 | 7 (3 as paid add-ons) | Up to 10 LLM families |
| Refresh cadence | Scheduled | Daily | Weekly by default |
| Free trial | Yes, 7 days | Yes, 7 days, no card | Partial, existing Adobe customers only |
| Citation tracking | Yes | Yes | Yes |
| Competitor benchmarking | Yes | Yes | Yes, up to 5 competitors |
| AI crawler analytics | - | Yes, Standard and up | Yes, from CDN logs |
| Content generation | Yes | Not listed | Partial, off-site content |
| CMS publishing | Yes | Not listed | Partial, AEM or CDN edge |
| Brand-context grounding | Yes | Not listed | Not listed |
| API | Yes, read-only | Yes, Standard and up | Not listed |
| MCP server | Yes | Yes, Standard and up | Not listed |
| SOC 2 | Yes | Not listed | Not listed |
| Review rating | 4.8/5 on G2 | 4.7/5 on G2 | 3.7/5 on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Otterly.AI
Otterly.AI is a self-serve AI search monitoring tool from Austria-based OtterlyAI GmbH, and it launched in October 2024. It runs your tracked prompts daily across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot, and it reports mentions, citations, position, sentiment and share of voice against named competitors. Around that it offers prompt research, page audits, ranked recommendations and Agent Analytics for AI crawler traffic. It is built for small and mid-sized marketing teams and for agencies, since every plan has unlimited seats.
The standout is the combination of a low published price and daily data. Lite is $29 a month ($25 billed annually), Standard is $189 and Premium is $489, and a 7-day trial needs no card. The main limits are on the packaging. Google AI Mode, Gemini and Claude are paid add-ons, so covering all seven engines on Standard adds $227 a month. Lite has 15 prompts and no API, and the jump to Standard is large. It does not document article writing or CMS publishing, and it cites only its AWS host's SOC 2, not one of its own.
On reviews, G2 lists OtterlyAI at 4.7/5 from 54 reviews and a separate Otterly.AI listing at 4.8/5 from 42, checked in September 2026. Reviewers praise the interface, quick setup and responsive support. Some ask for more flexible filters and deeper history, and a few report refresh delays.
Adobe Brand Visibility (LLM Optimizer)
Adobe LLM Optimizer launched in June 2025, and Adobe renamed and extended it as Adobe Brand Visibility in June 2026, adding Semrush prompt and market data. Since 31 July 2026 only Brand Visibility is sold, and existing contracts carry over, which is why the two names appear together. It tracks mentions, citations, sentiment and share of voice across up to ten LLM families, benchmarks up to five competitors, and reads AI crawler traffic from CDN logs. It is aimed at large enterprises, especially those already on Adobe Experience Manager or Adobe Analytics.
The standout is that it acts on what it finds. Adobe says it can deploy optimizations at the CDN edge, served to AI agents only, or at the content source in AEM, with instant rollback. The real limits are on access. There is no public pricing, licenses are sold per prompts per year, and the only free access is a trial for existing AEM Cloud Service or Adobe Analytics customers. Setup can need IT work, since a G2 reviewer described CDN log forwarding as an onboarding barrier.
The review base is thin. G2 shows 3.7/5 from five reviews as of late September 2026, and four of them were incentivized, so it says little either way. The few reviewers praise the interface, visibility insights and AEM integration, and some question how mature the content recommendations are.
DeepSmith: the alternative that tracks and writes
Otterly.AI and Adobe Brand Visibility both stop at different points along the same path. Otterly finds the gap and recommends a fix, then leaves the writing to you. Neither vendor's record shows it writing publish-ready articles in your brand voice, and Adobe's content generation is aimed at off-site channels such as Wikipedia, YouTube and Reddit. Adobe's own fix path runs through the CDN edge or AEM, which means an Adobe stack and a sales process before you get there.
DeepSmith is an AI search analytics and content production platform in one, and you sign up and start a 7-day trial yourself. The AEO module checks the questions you define on a schedule and reports mention rate, citation rate and share of voice, with a per-platform breakdown, a competitor leaderboard and the sources AI cites most. Its Pages view shows which of your pages AI actually cites, and Competitor citations shows who wins the prompts you track. Discover Prompts generates a starter set from your product, persona and buyer-stage context.
The step after measurement is where the two modules connect. Opportunity Agents read your visibility data and return content ideas, each carrying the data point that justifies it. The Writer 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 company, product, persona and voice context. Autowrite can write it on its scheduled date without anyone in the app, and Produced Content publishes straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks. DeepSmith's plans don't include crawler log analytics. What they do cover is the loop from tracking to a published article.
On cost, Pro is $99 a month ($80 billed annually) with 20 articles and 50 tracked prompts, Grow is $199 with 40 articles and 100 prompts, and Scale is $399 with 90 articles and 200 prompts. Enterprise is custom. There are no long-term contracts, and DeepSmith is rated 4.8/5 on G2.
Data freshness: daily or weekly
On the Otterly.AI vs Adobe Brand Visibility daily vs weekly question, Otterly.AI wins on freshness. It tracks your prompt set daily on every plan, while Adobe Brand Visibility refreshes Brand Presence weekly by default. Adobe says daily refresh can be requested during onboarding, and that may cost extra, so the weekly cadence is what you should plan on until sales tells you otherwise.
How much that matters depends on what you do with the data. AI answers can vary from run to run, so a single day's change may be noise. Daily data helps you see a change sooner and gives you more points on the trend line. Weekly data is enough if you review monthly. Otterly's older pages still mention weekly reports, but the current pricing page lists daily tracking on all plans.
One caution on Adobe's page. The product page talks about a real-time view, while the documentation describes the weekly default, and the documentation is the better guide to what you will actually get.
What DeepSmith does: it checks your tracked prompts on a schedule, and the collection frequency is a setting you control in the AEO settings. Each prompt keeps its full answer history with mention and citation rates over time, so you can read the trend instead of a single day.
Engine coverage
This one is closer than the headline numbers suggest. Otterly.AI publishes its coverage clearly: ChatGPT, Google AI Overviews, Perplexity and Copilot on every plan, with AI Mode, Gemini and Claude as add-ons, so seven in total. It does not offer Grok, Meta AI or DeepSeek. Adobe says up to ten LLM families, but its pages name only five (ChatGPT, Perplexity, Google AI Mode, Claude and Copilot), and the release notes add others in specific modules without a matrix of what each license samples.
Otterly wins on clarity, since you can see what each plan covers and what it costs. Adobe has the higher stated ceiling, but you cannot confirm what your license includes before talking to sales.
What DeepSmith does: it tracks ten named engines, ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Google AI Mode, Grok, Meta AI, Microsoft Copilot and DeepSeek, with coverage rising by plan from ChatGPT on Pro to all ten on Enterprise.
Pricing and buying process
Otterly.AI wins on pricing, because Adobe has no price to compare. Otterly's plans run from $29 to $489 a month with unlimited seats, plus a custom Enterprise tier that starts at 1,000 prompts. Annual billing lowers the rate (Standard is $160 a month annually against $189 monthly). The trial is 7 days with no card, though some older call-to-action buttons still say 14.
Adobe Brand Visibility has no pricing page. Purchase goes through a consultation request, and licenses are set per prompts per year in the sales order. The one free option is a trial for eligible Adobe customers, with 100 prompts, one domain and up to 50 URLs for one opportunity type. For a team that wants to test a tool this week, that is a real difference in what you can do.
What DeepSmith does: pricing is published, with Pro at $99, Grow at $199 and Scale at $399 a month, each including articles as well as tracked prompts. You start the 7-day trial yourself and there are no long-term contracts.
Edge fixes and revenue attribution
Adobe Brand Visibility wins here, and it is the main reason to pick it. Its edge deployment intercepts AI agent requests at the CDN layer and serves optimized content with instant rollback, and Adobe says it works with Fastly, Akamai and Cloudflare. It also connects LLM referral traffic to conversions and revenue inside Adobe Analytics and Customer Journey Analytics without custom tagging. Those claims are Adobe's, and Adobe's named customer results are vendor-reported, not independently verified.
Otterly.AI covers part of this ground. Agent Analytics, on Standard and above, separates AI bot fetches from AI-referred human visits using server or CDN logs. It reports visits only and does not claim conversions, and it has no deployment step. You get the information and make the changes yourself.
Data access and reporting
Otterly.AI wins on data access. Standard and above include a public REST API (2,000 requests a month, 5,000 on Premium), an MCP server with the same allowances and a native Google Looker Studio connector. Raw answers export as CSV or JSON, and brand reports export as PDF with your own logo, which is useful for agencies. Adobe's pages describe Adobe Analytics and Customer Journey Analytics integrations, a Google Analytics integration and CSV exports, but no public API, MCP server, multi-brand workspaces or white-label reporting.
What DeepSmith does: the REST API gives read-only access to visibility data, the Content Map, the content library and Deep IQ assets, with scoped keys and no credits spent on reads. The MCP server exposes 23 read-only tools to assistants such as Claude, Cursor and Microsoft Copilot. Webhooks send signed callbacks when content status changes, so your own systems can react.
From insight to action
Adobe Brand Visibility wins this one between the two, and neither writes the page for you. Adobe gives prioritized briefs, edge and AEM deployment, and generates content for off-site channels. Otterly.AI gives ranked recommendations across ten types, content and GEO audits, and a content brief mention that its pages do not describe in detail. Neither record shows full on-site article writing, brand-context grounding or repurposing.
What DeepSmith does: it closes that last step in the same system. Opportunity Agents return ideas with their evidence, the Writer produces the finished article grounded in Deep IQ, and Produced Content publishes it to your CMS. The Apps Library then turns each article into LinkedIn, X, newsletter and other channel versions in your brand voice. You go from a visibility gap to a published page without moving data between tools.
Which should you choose
- DeepSmith fits marketing teams that want to see where they are missing in AI answers and then produce the content that fixes it, on one self-serve plan with published pricing. It suits lean teams and agencies that would otherwise pair a tracker with a writing tool.
- Otterly.AI fits small and mid-sized teams and agencies that want daily tracking at a low published price, with API, MCP and white-label reporting, and that already have a way to write and publish the fixes.
- Adobe Brand Visibility fits large enterprises already on Adobe Experience Manager or Adobe Analytics, with IT support for CDN log and edge setup, that want one sales-led contract covering tracking, deployment and revenue attribution.
In an Adobe Brand Visibility vs Otterly.AI choice on pricing and speed alone, Otterly is the simpler pick. If the deciding factor is acting at the edge and attribution in Adobe Analytics, it is Adobe.
Start a 7-day free trial of DeepSmith to see tracking and publish-ready writing on your own site.
