Peec AI and Adobe Brand Visibility (LLM Optimizer) both record which sources AI answers cite. Peec AI also shows which of your own pages earn those citations and keeps the full answers, while Adobe's page-level view is partial and its strength is tying AI traffic to revenue. Peec AI fits self-serve teams, and Adobe fits large Adobe customers. DeepSmith is a strong alternative for acting on citations: its Pages view shows each page's share and the prompts behind it, and it writes the pages that win more.
If you are choosing between the two, the question is how closely each tool can tie a citation to one of your pages. Peec AI vs Adobe Brand Visibility for citation tracking comes down to that, plus how fresh the data is and whether the answers are saved. Both tools record the sources AI engines cite. They differ in what they show about your own pages, and DeepSmith is a third option that also writes the pages. For the overall comparison, see our full comparison of the two.
Peec AI vs Adobe Brand Visibility: the short answer
- Choose DeepSmith if you want to see which of your pages AI cites and the prompts behind each one, then produce the next pages in the same platform, from $99 a month with a 7-day free trial.
- Choose Peec AI if you want daily, self-serve tracking that lists the pages AI cites and stores every answer, from $95 a month.
- Choose Adobe Brand Visibility if you already run Adobe Analytics or Experience Manager and want AI traffic tied to revenue inside Adobe, on a sales-led contract.
Comparison table
| Criterion | DeepSmith | Peec AI | Adobe Brand Visibility |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | $95/mo (Starter) | Not public, contact sales |
| Annual price | $80/mo billed yearly | $80/mo billed yearly (seen 2026-09-04) | Not public |
| Free trial | 7-day free trial | Yes, length not stated | Partial, eligible Adobe customers only |
| Tracking refresh | Set in Settings | Daily | Weekly by default |
| Citation tracking | Yes | Yes | Yes |
| Own-page attribution | Yes | Yes | Partial |
| Full answer text stored | Yes | Yes | Not listed |
| AI traffic tied to revenue | - | Yes | Yes, in Adobe Analytics |
| Writes full articles | Yes | No | Partial |
| Review rating | 4.8/5 on G2 | 4.8/5 on G2 | 3.7/5 on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Peec AI
Peec AI is an AI search analytics tool from Berlin, founded in January 2025. It runs your tracked prompts through AI engines every day and reports visibility, position, sentiment, share of voice and the sources each answer cites. Brand plans start at $95 a month for 50 prompts and three active models, with unlimited users. Enterprise is custom, and agencies buy a shared credit pool.
The standout for this job is the source view. Peec AI lists cited sources at domain and URL level with citation frequency, and it says the view shows which client pages get cited and which get skipped. It also keeps the raw answers in a chats table you can filter and export.
The real limit is that it does not write content. Peec AI's own documentation says you create the content yourself, so a gap it finds still needs a writer. Starter, Pro and Advanced also choose three models from six, and Perplexity costs extra. Reviewers on G2 give it 4.8/5 from 20 reviews as of September 2026, and they mostly praise the interface and quick setup. That is a small sample, so it is a good sign but not settled proof.
Adobe Brand Visibility (LLM Optimizer)
Adobe LLM Optimizer launched in 2025, and since 31 July 2026 Adobe sells it as Adobe Brand Visibility, with Semrush prompt data added. That is why Peec AI vs Adobe LLM Optimizer citation tracking and Peec AI vs Adobe Brand Visibility describe the same product. It tracks mentions, citations, sentiment and share of voice across up to ten language models, and it benchmarks up to five competitors. Pricing is not public, and licenses are sold by prompts per year.
Its strength is acting on what it finds. Adobe describes fixes deployed at the CDN edge or in Adobe Experience Manager, and it connects AI referral traffic to conversions and revenue in Adobe Analytics and Customer Journey Analytics.
The limits for citation tracking are specific. Adobe's pages describe showing where your content appears in AI results, but a per-page citation report is not described. Whether it stores full answer text is not stated. The only free access is a trial for eligible Adobe customers, and a G2 reviewer called CDN log forwarding an onboarding barrier. G2 shows 3.7/5 from five reviews as of September 2026, four of them incentivized, so the sample is very thin.
DeepSmith: the alternative that acts on the pages AI cites
Peec AI and Adobe Brand Visibility both stop short of the same step for this reader. Peec AI shows which pages earn citations and leaves the writing to you. Adobe shows citation share and deploys fixes, but its per-page citation view is not described. DeepSmith tracks the citations and then produces the pages from the same data.
On the tracking side, the Pages view in DeepSmith's AI visibility module lists which of your pages AI actually cites, each page's share of your total citations, and the prompts driving them. Each tracked prompt also keeps its full answer history, so you can read what an engine said on a given date. A competitor view shows who wins citations for your prompts and on which exact pages.
On the production side, Opportunity Agents read that visibility data and return content ideas with the data point that justifies each one, such as getting cited for a tracked prompt or turning mentions into citations. The Writer then turns a planned idea into a finished article with internal and external links, a cover image and publish-ready metadata. Autowrite can do that on a set date with no one in the app, and Produced Content publishes to WordPress, Webflow, Strapi, Sanity or Contentful.
Plans are Pro at $99 a month (50 tracked prompts, 20 articles, ChatGPT), Grow at $199 (adds Perplexity), Scale at $399 (adds Gemini), and a custom Enterprise plan covering all ten engines. Annual billing brings those to $80, $160 and $299. DeepSmith is rated 4.8/5 on G2.
Citation and source detail
Peec AI has the clearer record here, though both tools do the basic job. Adobe says it benchmarks citation share across major language models and shows which third-party sources shape AI answers, and it names five engines on its product pages: ChatGPT, Perplexity, Google AI Mode, Claude and Microsoft Copilot. Whether it reports citations by domain or by exact URL is not stated.
Peec AI reports sources at both levels, with citation frequency and a split between sources an engine used and sources it cited. It also classifies sources as competitor, editorial, reference or user-generated content. Peec AI covers six engines on its self-serve plans, though each plan activates only three of them.
What DeepSmith does: it ranks the domains and exact URLs AI engines cite most for your tracked prompts, shows where your own domain sits among them, and lists the pages and prompts that win each source. Competitor citations are broken out by page and by platform, so you can see which competitor page is taking the answer.
Own-page attribution
Peec AI wins this axis. It offers a URL-level view of which of your pages are cited, while Adobe's page-level attribution is only partial. Adobe's materials say the tool tracks AI citations that bring visitors to your site, and they describe a view of where your content appears. A report that lists each page with its citation count is not described, so if you are weighing Peec AI or Adobe Brand Visibility for citation tracking and page-by-page attribution decides it, check this with Adobe before you sign.
What DeepSmith does: the Pages view gives each cited page its citation count, citation rate and the number of tracked prompts it wins. Opening a page shows the exact prompts behind its citations, which is the evidence you need before you decide whether to refresh the page or write a new one next to it.
Answer history and refresh rate
Peec AI wins here too. It runs each prompt once every 24 hours on each selected model and stores the raw answers in a chats table with filters and CSV export. The prompt view shows the latest 100 chats, and how long older answers are kept is not stated. Adobe refreshes Brand Presence weekly by default, with daily refresh available on request at a possible extra fee, and its materials do not say whether full answers are stored.
Daily data matters because AI answers vary from one run to the next. A weekly snapshot can make a normal swing look like a trend, and a daily record makes the real direction easier to see over a few months.
What DeepSmith does: every tracked prompt carries its own mention and citation rate over time by engine, along with the answers themselves. In Settings you choose what counts as your brand, who your competitors are and how often collection runs.
From insight to action
Adobe is ahead on revenue attribution, and Peec AI is ahead on keeping the setup light. Adobe ties referral traffic to conversions and revenue in Adobe Analytics and Customer Journey Analytics, and it can deploy fixes at the CDN edge. That is useful if your team already lives in those products and can involve IT for log forwarding. Peec AI lists AI referral visits and a Google Analytics integration on every brand plan, but its recommended actions stop at guidance, and you still write the page.
What DeepSmith does: it moves from a citation gap to a published page without leaving the platform. An Opportunity Agent names the gap with its evidence, the Writer drafts the article in your brand voice from stored Deep IQ context, and the result is a publish-ready article rather than a first draft to rescue. Tracking and writing sit on one self-serve plan with a 7-day free trial.
Which should you choose
- DeepSmith fits marketing teams that want to see which pages AI cites and then produce the next pages in the same place, without a separate writing tool or an enterprise contract.
- Peec AI fits an SEO or content team, or an agency with several client brands, that wants daily page-level citation data and stored answers at a published price, and is happy to do the writing itself.
- Adobe Brand Visibility fits a large enterprise already on Adobe Experience Manager or Adobe Analytics that wants citations and revenue in one Adobe contract and has IT time for CDN setup.
Start a 7-day free trial of DeepSmith and connect your site to see which of your pages AI already cites.
