Adobe Brand Visibility (LLM Optimizer) suits large enterprises that want crawler analytics, site audits and on-site fixes inside an Adobe contract. Bluefish suits enterprise brands that need to see Amazon's shopping assistants and check what AI says against stored brand facts. Both are sales-led and neither writes full on-site articles. DeepSmith tracks AI answers and also writes and publishes the content that closes the gaps, with published prices and a self-serve free trial.
If you run a retail or consumer brand, the Adobe Brand Visibility vs Bluefish decision mostly comes down to where your buyers ask questions. Adobe watches how AI systems crawl and cite your site and helps you change it. Bluefish watches chat engines and Amazon's shopping assistants and checks what they say about you. Neither one writes the missing on-site pages. DeepSmith does, so it gets a section of its own below.
Adobe Brand Visibility vs Bluefish: the short answer
- Choose DeepSmith if you want to track AI answers and also produce and publish the articles that fix the gaps, on published plans from $99 a month with a 7-day free trial.
- Choose Adobe Brand Visibility if you are a large enterprise on Adobe Experience Manager or Adobe Analytics and want crawler analytics, site audits and edge deployment under one Adobe contract.
- Choose Bluefish if your shoppers use Amazon Rufus or Alexa for Shopping and you want accuracy checks against a stored set of brand facts, and you are fine with a demo-led enterprise sale plus services.
Side-by-side comparison
| DeepSmith | Adobe Brand Visibility (LLM Optimizer) | Bluefish | |
|---|---|---|---|
| Entry price | $99/mo (Pro) | Not public, contact sales | Not public, contact sales |
| Prompts at entry tier | 50 | Set per year in the sales order | Not listed |
| Engines | ChatGPT on Pro, all 10 on Enterprise | Five named, up to ten LLM families | 10+ claimed, about eight named |
| Free trial | Yes, 7 days | Partial, existing Adobe customers only | No |
| Shopping assistant tracking | - | Not listed | Yes, Amazon Rufus and Alexa for Shopping |
| AI crawler analytics | - | Yes, from CDN logs | Not listed |
| Site audit for AI readability | - | Yes | Partial |
| Writes full articles | Yes | Partial, off-site content | No |
| Publishes to a CMS | Yes | Partial, via Adobe Experience Manager or CDN edge | Not listed |
| Grounding in stored brand context | Yes | Not listed | Yes, Brand Vault |
| Public API | Yes | Not listed | Partial |
| SOC 2 | Yes | Not listed | Yes, vendor badge |
| Review rating | 4.8/5 on G2 | 3.7/5 on G2 | Not rated on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Adobe Brand Visibility (LLM Optimizer)
Adobe sold this product as LLM Optimizer from 2025, and from 31 July 2026 only the Adobe Brand Visibility name is sold. Adobe says it is built on the LLM Optimizer base with Semrush prompt and market data added. From here on it is called Adobe Brand Visibility. It is an enterprise tool for tracking mentions, citations, sentiment and share of voice, then acting on what it finds. It reads AI crawler traffic from CDN logs, runs site audits, and can deploy changes at the CDN edge or in Adobe Experience Manager. Revenue attribution runs through Adobe Analytics.
It is built for large enterprises, especially ones already on Adobe's stack. The standout is that it works on your site as well as measuring it. The real limitation is access: there is no public price, the refresh is weekly by default, and the only trial is for eligible existing Adobe customers. A G2 reviewer called CDN log forwarding an onboarding barrier because it needs IT and security work.
On reviews, G2 shows 3.7/5 from five reviews, four of them incentivized, checked 30 September 2026. Reviewers liked the interface, prompt suggestions and edge deployment. The sample is too small to say much more.
Bluefish
Bluefish is a New York company launched in 2024. It calls itself an agentic marketing platform for the Fortune 500 and reports $68 million in total funding after a $43 million Series B in April 2026. Its three suites cover monitoring, optimization and data. Monitoring tracks visibility, sentiment and citations, broken out by product line, audience and AI channel. Optimization generates page-level tactics for your team. Data follows which tactic moved which metric against a fixed prompt baseline.
It is built for large brands with several marketing teams, and for the agencies serving them. The standout is shopping coverage plus AI Accuracy, which checks claims in AI answers against a Brand Vault of your own facts. The real limitation is transparency. Bluefish publishes no prices, no plan limits and no full engine list, and it says most customers also buy its strategy services.
Review sentiment is thin. The G2 listing had zero reviews on 30 September 2026. A Capterra page called Bluefish shows 4.3/5, but it describes an unrelated code editor.
DeepSmith: the alternative that tracks and writes
Adobe Brand Visibility and Bluefish both end at a recommendation. Adobe acts on findings with fixes at the CDN edge and in Adobe Experience Manager, and it generates off-site content for places like Wikipedia, YouTube and Reddit, but writing full on-site articles is not described. Bluefish says it provides the direction and you stay the author. For a retail team that finds a long list of missing pages, that leaves the production work with you.
DeepSmith puts tracking and production in one platform. AI Visibility reports mention rate, citation rate, share of voice and sentiment, shows which of your pages AI cites, and shows which competitor pages win citations for your prompts. Opportunity Agents turn that data into content ideas, and each idea carries the data point behind it. The Writer then turns a planned idea into a finished, brand-grounded article, researched, internally and externally linked, with a cover image and publish-ready metadata. Autowrite can run that on a schedule with no one in the app. Produced Content publishes straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks.
Every article is written against Deep IQ, the stored brand context for your company, products, personas and voice, so output sounds like you and talks about your real products. DeepSmith's plans don't include crawler log analytics. What they do cover is the loop those tools leave open, from the page AI cites to the article that fills the gap.
Developer and team access is covered too. The REST API and the 23-tool MCP server are read-only. Multi-Workspace runs several brands from one account, and the platform is SOC 2, GDPR and ISO certified and rated 4.8/5 on G2. Plans are Pro at $99 a month (20 articles, 50 prompts, ChatGPT), Grow at $199 (40 articles, 100 prompts, ChatGPT and Perplexity), Scale at $399 (90 articles, 200 prompts, adding Gemini) and a custom Enterprise plan covering all ten engines. Annual billing brings these to $80, $160 and $299 a month, and there are no long-term contracts.
Engine and shopping coverage
In Adobe Brand Visibility vs Bluefish for retail, Bluefish wins this axis. It names Amazon Rufus and Alexa for Shopping, and it tracks product recommendations, product-page visibility and retailer placement. Bluefish says it covers more than ten AI systems, and the engines it names are ChatGPT, Gemini, Google AI Overviews, Claude and Perplexity. Alexa for Shopping is something existing enterprise customers request through support, and Bluefish does not say which engines come with which contract.
Adobe names ChatGPT, Perplexity, Google AI Mode, Claude and Microsoft Copilot, and says the product can cover up to ten LLM families. Release notes add Grok and DeepSeek to the paid module, but no matrix shows which engines each license samples. Tracking shopping results is not described, though Adobe does mention structuring catalog data so LLMs can use it.
If you are weighing Bluefish vs Adobe Brand Visibility mainly for shopping surfaces, Bluefish is the one with the documented answer. Its own case work is worth reading with care. An anonymized media agency account says eight product pages improved in Bluefish's Influence Rank metric, with one climbing 550 positions, and that measures a ranking score, not sales.
What DeepSmith does: it tracks ten chat and search engines, with ChatGPT on Pro and more engines as you move up the plans, though Amazon's shopping assistants are not on that list. It then reports the pages AI cites for each prompt, so the guides, comparisons and category content that earn citations are visible and the Writer can produce more like them.
Tracking depth and data method
This one is a split. Bluefish updates more often, and Adobe goes wider on research and languages.
Bluefish says it tracks more than ten models daily against a fixed set of synthetic prompts, so changes can be separated from model drift. It breaks results out by audience, topic and product line. Adobe refreshes weekly by default, with daily refresh on request that may cost extra. Adobe offers a prompt research database of nearly 300 million prompts, query fan-out analysis, more than 25 languages with state and city breakdowns, and benchmarks against up to five competitors.
How each one collects answers matters if you plan to compare scores. Adobe's own security paper says it sends prompts to public LLM APIs and crawls public LLM interfaces, and an earlier description says it statistically approximates some answers. Bluefish does not say whether answers come from APIs or consumer interfaces. In both cases the mix is not published, so a side-by-side test on identical prompts is the safest way to compare.
What DeepSmith does: it stores the full answer for every tracked prompt, with per-prompt mention and citation rates over time, so you can read what each engine said and watch a prompt move. Discover Prompts builds a starter set from your product, persona and buyer-stage context.
Site audits and crawler analytics
Adobe wins here without much contest. It reads AI crawler traffic from CDN logs, confirms that bots read updated content, and finds technical issues such as blocked crawlers, missing structured data and 404s. If you are not sure whether your CDN is quietly blocking AI bots, that evidence matters. Bluefish does not describe bot or log monitoring. It sells brand audits and a one-time performance diagnostic as services, so a self-serve technical audit is not described.
The cost of Adobe's approach is setup. Crawler and referral views depend on CDN log forwarding and edge access, and measuring impact can need about a two-week baseline.
Accuracy checks and brand facts
Bluefish wins this axis. AI Accuracy, launched in May 2026, pulls factual claims out of AI answers, compares them with the verified facts in Brand Vault, traces each mismatch to the answer it came from and scores it by severity. Bluefish says its claim checks are validated by six or more frontier models with 91% agreement with human review, which is a vendor figure.
For a retailer this covers things like product details and policies that AI might state wrongly. Adobe's records do not describe grounding output in stored brand context, and its release notes list Brand Claims from September 2026 without detail on what it checks.
What DeepSmith does: it stores your brand context once in Deep IQ and uses it in every article the Writer produces. That keeps the facts and voice of new pages consistent with your real products, so the pages AI cites are accurate from the start.
Pricing and access
On pricing the two are alike. Neither publishes a price. Adobe licenses prompts per year in a sales order, and the paid entitlement includes Semrush Enterprise AIO with 40 full users and 800 AIO credits a month. An older Adobe pricing page, now redirected, described a 1,000-prompt annual minimum, so treat that as history. Bluefish quotes an enterprise order form. A third-party reading of its terms says fees paid are non-refundable and the term renews unless you give 30 days notice, but the order form controls and the terms page was not available when we checked.
On access, Adobe at least has a conditional trial for existing Adobe Experience Manager or Adobe Analytics customers, at 100 prompts, one domain and up to 50 URLs for one opportunity type. Bluefish has no signup, trial or free plan, and access starts with a demo.
What DeepSmith does: it publishes four plans, from $99 a month, bills monthly or annually, and offers a 7-day free trial with no long-term contracts. You can see real data and real drafts before you pay.
From insight to action
Adobe wins this axis between the two, because it can change the site itself. It deploys optimizations to AI agents at the CDN edge with instant rollback, or at the content source in Adobe Experience Manager, and it produces prioritized briefs for the pages needed to fill content gaps. A G2 reviewer wanted a writing assistant, which fits the record that full article writing is not described.
Bluefish turns data into ranked actions through Agentic Campaigns, which generate page-specific tactics that your team executes, and it measures the lift per tactic. It also offers content briefs. Its own site says marketers make the updates themselves, and no CMS connector is named.
What DeepSmith does: the Writer takes a planned idea from Opportunity Agents to a publish-ready article, with internal links, external links, a cover image and metadata. Autowrite schedules it, Produced Content publishes it to your CMS, and Apps Library turns the finished article into versions for LinkedIn, X, newsletters and more. The same data that found the gap produces the page.
Which should you choose
The choice between Adobe Brand Visibility or Bluefish comes down to the surface your buyers use and the team you have, and DeepSmith fits a different need than either.
- DeepSmith: for a retail or consumer team that wants to track AI answers and produce and publish the content that closes the gaps from one platform, wants published prices, and wants to try it before talking to sales.
- Adobe Brand Visibility: for a large enterprise already on Adobe Experience Manager or Adobe Analytics that wants crawler analytics, site audits and edge deployment, and can involve IT and a sales process.
- Bluefish: for an enterprise brand whose shoppers use Amazon's assistants, that wants accuracy checks against stored brand facts and a managed strategy team alongside the software.
Start a DeepSmith free trial at https://app.deepsmith.ai/auth/sign-up and see tracking and production working on your own site.
