Overview
Summary
The useful answer before the supporting detail.
SE Visible is a standalone AI brand-visibility platform that tracks brand mentions and citations across AI engines like ChatGPT, AI model, AI Mode, and AI Overviews S104 S1. It is used by marketing teams, agencies, and product marketers to monitor how AI answers describe their brand, compare against competitors, and identify cited sources S1 S49 S63. The platform provides daily refreshed data, sentiment analysis, and exportable dashboards to inform content and outreach strategies S1 S60.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: SE Visible, an AI visibility tracking platform by SE Ranking S104 S69.
- Core purpose: Monitors brand presence and sentiment in AI-generated answers S1.
- Intended users: Marketing teams, agencies, and product marketers S69 S49.
- Product scope: Standalone web app with dashboards, source analysis, and competitor benchmarking S60 S59.
- Positioning: Empowers brands to understand and improve their AI visibility S1.
- Claimed distinction: Collects real AI responses via browser, not API simulations S1.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Product marketers | Track product visibility and sentiment to sharpen positioning S49 |
| Agencies | Monitor client brand sentiment and prepare client reviews with sourced data S63 |
| Local businesses | Track whether a specific location appears in AI answers for its area S63 |
| Marketing teams | Benchmark AI presence against competitors and identify content gaps S100 |
Traffic and search
SEO analysis
Collected Oct 26, 2026visible.seranking.com: an estimated 13,505 total monthly visits and about 1,001 monthly organic visits across 119 ranking keywords. Scout crawled 15 pages and measured a technical health score of 98/100.
Search summary
The useful answer before the supporting detail.
Monitor your brand presence in AI search with SE Visible. Get insights into AI answers, sentiment, and competitor performance with our AI visibility platform. visible.seranking.com: an estimated 13,505 total monthly visits and about 1,001 monthly organic visits across 119 ranking keywords. Scout crawled 15 pages and measured a technical health score of 98/100.
- Total traffic (modeled): 13,505 monthly visits across all channels.
- Organic search traffic (estimated): 1,001 monthly visits from search.
- Strongest sampled ranking: generative engine optimization tool at position 1.
- Leading page in the collected evidence: https://visible.seranking.com/blog/best-generative-engine-optimization-tools-2026/.
- Closest measured organic competitor: blog.answersocrates.com, appearing 1 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 98/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Monitor your brand presence in AI search with SE Visible. Get insights into AI answers, sentiment, and competitor performance with our AI visibility platform. | https://visible.seranking.com/ |
| other | Manage your socials as a team | https://visible.seranking.com/ |
| other | An AI visibility platform that fits your workflow | https://visible.seranking.com/ |
| other | SE Visible combines high-level insights you can adapt to your business, team, and clients | https://visible.seranking.com/ |
| other | Easily export and share data with your team | https://visible.seranking.com/ |
| other | [Learn more](https://visible.seranking.com/for-business-owners/ "Learn more") | https://visible.seranking.com/ |
| other | [Learn more](https://visible.seranking.com/for-agency-owners/ "Learn more") | https://visible.seranking.com/ |
| other | Give your team a plan they can use | https://visible.seranking.com/ |
| other | [Learn more](https://visible.seranking.com/for-digital-marketers/ "Learn more") | https://visible.seranking.com/ |
| other | Track multiple brands or clients in one platform | https://visible.seranking.com/ |
| other | Invite unlimited users for seamless collaboration | https://visible.seranking.com/ |
| other | Multi-platform coverage | https://visible.seranking.com/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Six-month trafficModeled monthly visits
Monthly visits13,505
Global rank—
Top-country rank—
Bounce rate50.1%
Pages per visit1.85
Visit duration1m 58s
| Month | Modeled visits |
|---|---|
| 2026-04 | 6,523 |
| 2026-05 | 2,912 |
| 2026-06 | 3,537 |
| 2026-07 | 2,809 |
| 2026-08 | 7,950 |
| 2026-09 | 13,505 |
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| MD | Moldova | 32.1% |
| IN | India | 29.1% |
| US | United States | 11.6% |
| IT | Italy | 5.8% |
| FR | France | 3.1% |
32.1%Moldova
Moldova32.1%India29.1%United States11.6%Italy5.8%France3.1%Other18.4%
Domain identity
| Signal | Value |
|---|---|
| Registered | Sep 16, 2010 |
| Last changed | Mar 30, 2023 |
| Expires | Sep 16, 2027 |
| WHOIS server | whois.verisign-grs.com |
| DNSSEC | Not signed |
| Nameservers | DAWN.NS.CLOUDFLARE.COM, MATT.NS.CLOUDFLARE.COM |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| se visible | 1,460 | $1.51 | $1,100 |
| sevisible | 890 | $0.00 | $750 |
| peec ai | 73,430 | $13.85 | $680 |
| otterly | 19,810 | $11.10 | $200 |
| rankscale | 6,250 | $6.76 | $110 |
Independent Google result page
Query: generative engine optimization tool
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Optimization | Journal | https://www.tandfonline.com/journals/gopt20 | Optimization publishes on the latest developments in theory and methods in the areas of mathematical programming and optimization techniques. |
| 2 | Mathematical optimization | https://en.wikipedia.org/wiki/Mathematical_optimization | Mathematical optimization (alternatively spelled optimisation) or mathematical programming is the selection of a best element, fields: discrete optimization ... |
| 3 | OPTIMIZATION Definition & Meaning | https://www.merriam-webster.com/dictionary/optimization | The meaning of OPTIMIZATION is an act, process, or methodology of making something (such as a design, system, or decision) as fully perfect, ... |
| 4 | What is AEO ? (Answer Engine Optimization) : r/localseo | https://www.reddit.com/r/localseo/comments/1ii2oo1/what_is_aeo_answer_engine_optimization/ | I want to understand that what is AEO and how it is works, and how to helps in Local SEO and what strategy need to implement please guide me. |
| 5 | Optimization | https://webpack.js.org/configuration/optimization/ | Webpack runs optimizations for you depending on the chosen mode , still all optimizations are available for manual configuration and overrides. |
| 6 | Is premature optimization really the root of all evil? | https://softwareengineering.stackexchange.com/questions/80084/is-premature-optimization-really-the-root-of-all-evil | We should forget about small efficiencies, say about 97% of the time: premature optimization is the root of all evil. Having plenty of ... |
| 7 | CRAN Task View: Optimization and Mathematical Programming | https://cran.r-project.org/view=Optimization | by F Schwendinger · 2026 · Cited by 7 — Machine coded genetic algorithm (MCGA) provided by package mcga is a tool that solves optimization problems based on byte representation of variables. |
| 8 | The Anatomy of an Optimization Problem | https://www.youtube.com/watch?v=WK4p445iQzI | This lecture breaks down the components of an optimization problem while exploring how variations in each component lead to the problem ... |
| 9 | Medication Optimization Protocol Efficacy for Geriatric ... | https://pubmed.ncbi.nlm.nih.gov/39078632/ | by K Ie · 2024 · Cited by 29 — Objective: To evaluate the effect of multidisciplinary team-based medication optimization on survival, unscheduled hospital visits, and ... |
Important pages
Pages earning the most estimated search traffic in the sample.
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| other | SE Visible — An AI Visibility Tool Made to Empower Brands | 1,227 | new | https://visible.seranking.com/ |
| pricing | SE Visible 2026 Plans: New Features & Updates | 1,235 | new | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| features | SE Visible for Product Marketing Experts | 390 | new | https://visible.seranking.com/for-product-marketers/ |
| features | How to choose an AI visibility platform (buyer's guide) | 3,664 | new | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Product Guides and News \ | static | 183 | new |
| pricing | Promptwatch Review 2026: Features, Pricing & Alternatives | 3,153 | new | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Searchable Review 2026: An Honest Look at Features & Pricing | 3,812 | new | https://visible.seranking.com/blog/searchable-review/ |
Features
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | [Start free trial](https://visibleapp.seranking.com/auth/sign-up "Start free trial") | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| pricing | Better data quality: We’ll also keep investing in data quality. We plan to better investigate your niche, your audience’s questions, and your competitors to show insights that actually matter to your brand. | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| pricing | We’re expanding competitive analysis to help you identify, manage, and analyze direct competitors across topics, prompts, and AI responses. The plan is to show visibility gaps, positioning differences, and growth opportunities. | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| pricing | Beyond brand metrics, we also plan to add website citation metrics. You’ll be able to see how often your website is cited in AI responses and compare that with competitors. | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| pricing | If you haven’t explored SE Visible yet, start your free trial and see how AI engines are talking about your brand. | https://visible.seranking.com/blog/sevisible-plans-for-2026/ |
| pricing | [Start free trial](https://visibleapp.seranking.com/auth/sign-up "Start free trial") | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | If Promptwatch is on your shortlist of AI visibility trackers, it is probably there because it bundles AEO content agents with the monitoring. But does that combination hold up in practice? In this review, we walk through what each feature does, where it works well, where it falls short, and which plan makes sense depending on how many clients you track. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Content agents: useful only if you publish from Promptwatch, since articles start at Professional (5 a month, 10 on Business) and every draft depends on a knowledge base you have to keep up to date. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Pricing for multi-client teams: the weak point, because Agency plans start at $199 a month with unlimited projects and prompts, but every client draws from one response pool (10,000 on Kick-off), so each new client cuts how many prompts you can track for the others. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | For agencies, the review count matters less than two plan details. Agency tiers include unlimited client projects and branded, read-only client access, so the monitoring can feed monthly client reporting directly. Content production pays off only if your team actually ships the drafts and refreshes it suggests. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Verdict: worth a place on the shortlist. A trial on one real client account will tell you more than the review base can. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Promptwatch collects these answers from each engine’s user interface, not its API, so you see the same answer a user sees when they ask. Every tracked prompt runs on all the engines your plan covers at once, so a client’s visibility can be compared engine by engine. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Agency plans track every model on that list. Brand plans track 4 (ChatGPT, Perplexity, Gemini and Claude), so on a brand plan, check that those 4 match the engines your clients ask about. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | The 4-model limit matters most when your clients’ buyers research in Google. On a brand plan, Google AI Overviews and AI Mode fall outside the tracked set. SE Visible by SE Ranking tracks ChatGPT, Gemini, Google AI Mode, and AI Overviews on every plan, with no engine add-ons or model tiering. Promptwatch’s agency plans reach further into Claude, Grok and DeepSeek, so the right choice depends on which surfaces your clients’ buyers use. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Verdict: a long engine list and a source split that points you at the right fix, provided the models your plan tracks are the ones your clients care about. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | The decision rule is simple. Content generation earns its cost only if your team would publish from inside the platform, which connects to Webflow and Framer, with WordPress still listed as coming soon. If your writers draft in their own tools and publish through each client’s CMS, the article quota is capacity you fund and do not use. On Professional, that is 5 AEO articles and 5 content refreshes a month. On Business, it is 10 of each. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | The entry brand plan, Essential, leaves this job out entirely: it is the only plan with no AEO articles, so content production starts at Professional. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | If the content agents are part of why you’re considering Promptwatch, use a trial to test them on a client you know well. Draft one article and time how long it takes to edit it to the standard you would hold a new freelancer to. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | An MCP integration. Sam F., the VP of Marketing, wrote on G2: “The clean UI/UX, and MCP integration is a nice touch too – very forward-thinking and saves context-switching for anyone working across AI tooling.” MCP and API access come with every plan. | https://visible.seranking.com/blog/promptwatch-review/ |
| pricing | Monitoring and content output in one subscription, on brand plans. From Professional up, the plan that tracks your prompts also carries a monthly AEO article allowance, so a team that would otherwise pay for a tracker and a separate writing tool can set one budget for both jobs. | https://visible.seranking.com/blog/promptwatch-review/ |
Integrations and supported platforms
No supporting public-page evidence was collected for this category.
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-26T06:58:28.321Z. Movement appears after the next fresh analysis using the same location and language.
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Brand visibility tracking | Monitors brand mentions and citations across ChatGPT, AI model, AI Mode, and AI Overviews S1 |
| Sentiment analysis | Classifies AI answers as positive, neutral, or negative and links to cited sources S63 |
| Competitor benchmarking | Compares visibility, share of voice, and sentiment against named competitors S69 |
| Source analysis | Identifies domains and pages AI cites, with gap scores against competitors S59 |
| Daily updates | Refreshes results daily across all tracked prompts and platforms S1 |
| Export and sharing | Exports data in CSV or XLSX and connects to Data Studio via API S60 |
| Multi-client management | Supports tracking multiple brands or clients with unlimited users S1 |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| SE Visible API | API | Allows access to most platform functions except user and subscription management S1 |
| Google Looker Studio | Integration | Planned integration to connect SE Visible data for reporting S100 |
| CSV export | Data portability | Export AI visibility reports for deeper analysis S1 |
| XLSX export | Data portability | Export dashboard data for offline use S60 |
| Data Studio | Integration | Pipe data into Data Studio for reporting S60 |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Basic | $99/month, billed monthly; annual saves 20% S1 | 200 prompts, ~30,000 AI answers/month S1 | 3 projects; unlimited users S1 |
| Core | $189/month, billed monthly; annual saves 20% S1 | 450 prompts, ~67,500 AI answers/month S1 | 5 projects S1 |
| Plus | $355/month, billed monthly; annual saves 20% S1 | 1,000 prompts, ~150,000 AI answers/month S1 | 10 projects S1 |
| Custom | Contact sales S1 | Not established | Not established S1 |
| Free trial | 10-day free trial, no credit card required S104 | Full platform access S1 | Not established |
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| blog.answersocrates.com | 1 | 1 | 1 | generative engine optimization tools |
| yotpo.com | 1 | 1 | 2 | generative engine optimization tool |
| backlinko.com | 1 | 1 | 2 | generative engine optimization tools |
| developers.google.com | 1 | 1 | 3 | generative engine optimization tool |
| elsner.com | 1 | 1 | 3 | generative engine optimization tools |
| geotoolbox.ai | 1 | 1 | 4 | generative engine optimization tool |
| quora.com | 1 | 1 | 4 | generative engine optimization tools |
| salesforce.com | 1 | 1 | 5 | generative engine optimization tool |
| nectivdigital.com | 1 | 1 | 5 | generative engine optimization tools |
| writesonic.com | 1 | 1 | 6 | generative engine optimization tool |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 1.1%
Scout traffic model did not return a separate AI-referral trend series for this domain.
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| other | Monitor your brand presence in AI search with SE Visible. Get insights into AI answers, sentiment, and competitor performance with our AI visibility platform. | https://visible.seranking.com/ |
| other | An AI visibility platform that fits your workflow | https://visible.seranking.com/ |
| other | Track AI visibility in the US, UK, Canada, France, Germany, the Netherlands, and Spain. Understand regional differences in brand perception and tailor your strategy for each market. | https://visible.seranking.com/ |
| features | AI visibility insights for product marketing campaigns | https://visible.seranking.com/for-product-marketers/ |
| features | Complete AI visibility tool with pricing that works for you | https://visible.seranking.com/for-product-marketers/ |
| features | Blog / Brand Visibility Guides / How to choose an AI visibility platform: a buyer’s guide | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | How to choose an AI visibility platform: a buyer’s guide | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Finding out whether ChatGPT mentions your brand takes about five minutes. Choosing which tool should track it for you takes weeks. There are dozens of AI visibility platforms now, with new ones appearing almost every week, and their demos look nearly identical: every engine covered, sentiment tracking, a dashboard that seems to have done your job for you already. From the slides, you can’t tell which parts are real. | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | That’s what this guide is for. It covers the questions to ask any vendor, what a good answer sounds like, and how to check it against your own data during the trial, before you sign up for a year. If you’d rather start with a ranked list, here’s how the main AI visibility tools compare. | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | What should you check when choosing an AI visibility platform? | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Confirm which AI engines and markets the platform covers. | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Which AI engines and markets does an AI Visibility platform cover? | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Confirm which AI engines a platform tracks, and whether its market and language coverage matches where your buyers are, before you weigh any other factor. | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | If your evaluation is narrower than a full platform, dedicated single-engine options exist. For ChatGPT alone, there are tools for tracking ChatGPT visibility specifically; for Google’s newer AI surface, there are options for monitoring visibility in Google’s AI Mode. The tradeoff is coverage. A single-engine provider can’t tell you how the same prompt performs when a buyer asks it in Perplexity or Gemini instead, and the answer often differs. | https://visible.seranking.com/blog/choose-an-ai-visibility-platform/ |
| features | Grow your visibility with AI SEO | https://visible.seranking.com/for-product-marketers/ |
| features | Analyze AI visibility strategically | https://visible.seranking.com/for-product-marketers/ |
| features | See the full picture of your product’s AI visibility | https://visible.seranking.com/for-product-marketers/ |
| features | Track product visibility, sentiment, and citations across ChatGPT, AIOs, AI Mode, and Gemini to sharpen your product positioning | https://visible.seranking.com/for-product-marketers/ |
| features | AI visibility insights for product marketing campaigns | https://visible.seranking.com/for-product-marketers/ |
| features | Monitor product visibility in AI answers | https://visible.seranking.com/for-product-marketers/ |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Striking-distance keyword | Move “generative engine optimization geo tools” from position 4 toward the top three. | Volume 320 · https://visible.seranking.com/blog/best-generative-engine-optimization-tools-2026/ |
| Important page | Strengthen the page already earning search visibility before creating an unrelated page. | https://visible.seranking.com/blog/best-answer-engine-optimization-tools-2026/ · 1 sampled keywords · best position 4 |
| Competitor gap | Review the sampled queries where blog.answersocrates.com appears. | 1 first-page appearances across generative engine optimization tools |
Website intelligence — Collected evidence
Website evidence gaps
- integrations: no usable public page was collected; verify whether the site publishes this evidence.
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| seranking.com | AI Search Visibility Tool: Optimize for AI Search | Grounded web search | AI Search Visibility Tool: Optimize for AI Search ... # AI Visibility Tracker that fits your delivery map Track brands across Google AIOs, AI Mode, ChatGPT, and AI model, and bring that data to the visibility story your stakeholders are asking for ... - Monitor brand mentions and links triggered by your prompts - Check how your mentions and links rank in AI answers - Track competitor AI brand visibility and compare it to yours - Review AI responses to discover how your brand is framed - Get insigh |
| visible.seranking.com | How to Build LLM Visibility for a New Brand | Grounded web search | Once your pages are live, open your project in SE Visible and go to Prompts to review the AI answers to your branded questions. Check whether they describe the product accurately, include the right use cases, and explain important limitations. Then visit |
Customer proof
No named customers, testimonials, or customer case studies were found.
Independent mentions
- Llm Visibility - AEO Score 5.4/10 / Engagemii — Llm Visibility is a business whose own site puts it this way: "Monitor your brand presence in AI search with SE Visible. Get insights into AI answers, sentiment, and competitor performance with our AI visibility platform." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to. Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Llm Visibility: 📌 Try free for 10 days / Marketing Radar — Llm Visibility is 📌 Try free for 10 days. It is ranked #26 on the Marketing Radar, in SEO & AI search, first seen 50 days ago and shared in 7 posts (2.1k views). ... into AI answers, sentiment, and competitor performance with our AI visibility platform.
- AI Visibility API: Track Brands Across AI Search & LLMs — # AI Visibility API Query how brands show up across ChatGPT, AI model, Perplexity, AI Overviews, and AI Mode, and get structured data pulled straight into your own stack. ... ### Brand-level AI visibility data for any domain The LLM Visibility API returns how brands appear in AI-generated answers: who gets mentioned, who gets cited with a link, and which prompts trigger it. Query your own brand or any competitor’s. No project setup required.
- SE Visible Blog: Insights, Guides, and Product Updates — # SE Visible Blog Product guides and field notes on how brands are tracked, cited, and recommended by AI models — from ChatGPT and AI modelto AI Overviews. ## How to Build LLM Visibility for a New Brand: Lessons From Our Own Experiment Yulia Deda
- AI Search Studies and Experiments / SE Visible — # Studies and Experiments Data studies and original experiments on how AI search really works — what shapes brand visibility, citations, and rankings in the most popular LLMs. ### AI Overviews Appear on 82.5% of US Brand Searches. Here Are the Brand
- SE Ranking Integrations: Connect Your Data, Reporting, & Workflows — — three layers of one ecosystem Tracking each layer separately is how signals get missed. Connected data helps find correlations and show a more ... ### SE Visible Monitor your LMM presence strategically and grow AI brand visibility in your niche
- SE Ranking’s Product Vision for 2026 — ## What’s coming for SE Visible in 2026 For those who haven’t discovered it yet, SE Visible is our dedicated solution for strategic AI search visibility. While SE Ranking helps you track and optimize tactical website performance, SE Visible gives you the bigger picture of how your brand appears across AI engines. ... In 2026, we’re adding reporting and insights, advanced competitive intelligence with gap analysis and new metrics, deeper source analysis to highlight where you should focus your ef
- SEO MCP Server: Live SE Ranking Data in Any AI Assistant — Add SE Ranking from the ChatGPT connector directory, then query your keywords, backlinks, domain performance, site audits, and AI search visibility across ... and AI Overviews. Get answers backed by live data from your account, not the model’s best
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | Contact our team to build a package that fits your exact needs | source |
| Contact and support | Not published on the collected pages. | — |
| Legal and privacy | Not published on the collected pages. | — |
| Security and compliance | There’s no real free plan – just a one-time $25 credit to test with. Paid tracking starts at $295/mo, and the Athena Citation Engine, SSO, and audit logs sit behind custom enterprise pricing. | source |
| Uptime and status page | Not published on the collected pages. | — |
Not found on the collected pages: contact and support, legal and privacy, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| How to choose an AI visibility platform (buyer's guide) | Guide | Guides, comparisons, pricing breakdowns, use cases, and how-to articles. (source) | Not dated |
| Product Guides and News / SE Visible | Guide | Step-by-step guides to setting up projects, tracking prompts, and reading your AI visibility reports — everything you need to get the most out of SE Visible. (source) | Not dated |
| SE Visible Blog: Insights, Guides, and Product Updates | Guide | Guides, comparisons, pricing breakdowns, use cases, and how-to articles. (source) | Not dated |
| SE Visible 2026 Plans: New Features & Updates | Roadmap | Public product roadmap. (source) | Not dated |
| How to choose an AI visibility platform (buyer's guide) | Roadmap | Public product roadmap. (source) | Not dated |
Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model | Cloud-based web application S104 | |
| Platforms and apps | Web platform S104 | |
| API and extensibility | API covering most platform functions S1 | |
| Data ownership and export | CSV and XLSX export available S1 S60 | |
| Performance and reliability claims | Results refreshed daily S1 | |
| Release activity | Not published on the collected pages. | — |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| First archived | 2025-09-24 — web archive |
| TLS certificate | Google Trust Services, valid, expires 2026-12-11 |
| Security headers | HSTS, X-Content-Type-Options, X-Frame-Options |
| Headers not served | CSP, Referrer-Policy |
| Server header | cloudflare |
| Mail handled by | smtp.google.com |
Not measurable: rdap: HTTP 404. A gap here means the lookup was unavailable, not that the finding is negative.
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 98/100
- Critical issues: 0
- Warnings: 6
- Notices: 0
Issues
| Severity | Issue | Value | Affected URL |
|---|---|---|---|
| warning | Title length should be reviewed | 69 | https://visible.seranking.com/for-business-owners/ |
| warning | Title length should be reviewed | 68 | https://visible.seranking.com/for-digital-marketers/ |
| warning | Duplicate title in audit sample | 2 | https://visible.seranking.com/blog/ |
| warning | Duplicate title in audit sample | 2 | https://visible.seranking.com/blog/ |
| warning | Duplicate meta description in audit sample | 2 | https://visible.seranking.com/blog/ |
| warning | Duplicate meta description in audit sample | 2 | https://visible.seranking.com/blog/ |
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | SE Visible — An AI Visibility Tool Made to Empower Brands | 1 | 1545 | 398 ms | https://visible.seranking.com/ |
| 200 | SE Visible for Business Owners \ | Control your visibility in AI search | 1 | 683 | 443 ms |
| 200 | SE Visible for Agency Owners \ | Grow your agency with AI services | 1 | 678 | 417 ms |
| 200 | SE Visible for Digital Marketers \ | Make brand stand out in AI search | 1 | 618 | 416 ms |
| 200 | SE Visible for PR & Brand \ | Keep your brand trusted in AI search | 1 | 657 | 441 ms |
| 200 | SE Visible for Product Marketing Experts | 1 | 655 | 377 ms | https://visible.seranking.com/for-product-marketers/ |
| 200 | Query Fan-Out Tool: See AI Sub-Query \ | SE Visible | 1 | 1874 | 549 ms |
| 200 | Local AI visibility tracking by city and region | 1 | 2001 | 413 ms | https://visible.seranking.com/local-ai-visibility/ |
| 200 | AI brand sentiment tracking \ | SE Visible | 1 | 1810 | 400 ms |
| 200 | AI Citation & Sources Analysis \ | SE Visible | 1 | 1296 | 460 ms |
| 200 | Prompt Research for AI Visibility \ | SE Visible | 1 | 1365 | 498 ms |
| 200 | AEO Competitor Analysis \ | SE Visible | 1 | 1306 | 511 ms |
| 200 | AI Brand Visibility Dashboard \ | SE Visible | 1 | 1445 | 571 ms |
| 200 | SE Visible Blog: Insights, Guides, and Product Updates | 1 | 725 | 366 ms | https://visible.seranking.com/blog/ |
| 200 | SE Visible Blog: Insights, Guides, and Product Updates | 1 | 725 | 374 ms | https://visible.seranking.com/blog/ |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 33.2% |
| search | 58.5% |
| search organic | 52.3% |
| search paid | 6.2% |
| social | 1.8% |
| social organic | 1.6% |
| social paid | 0.2% |
| referrals | 4.2% |
| paid referrals | 0.7% |
| 0.6% | |
| gen ai | 1.1% |
| affiliate | 0.1% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention specific limitations of SE Visible. However, the buyer's guide notes that brand plans are custom-priced, requiring a sales call S104. Additionally, the Agency Pack is currently only available for SE Ranking, not SE Visible S1. No competitors are named on the product pages.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from visible.seranking.com, including product pages, feature pages, and blog posts. The evidence catalog includes 180 entries from static and rendered page captures. External proof search was performed but no additional verification was completed. Pricing data was owner-reviewed on 2026-10-24. Limitations include potential outdated blog pricing and lack of independent review data.
- Official Websitehttps://visible.seranking.com/Verified
- Pricing Pagehttps://visible.seranking.com/blog/sevisible-plans-for-2026/Verified
- Official Websitehttps://visible.seranking.com/for-product-marketers/Verified
- Official Websitehttps://visible.seranking.com/blog/choose-an-ai-visibility-platform/Verified
- Official Websitehttps://visible.seranking.com/blog/product-guides-news-category/Verified
- Pricing Pagehttps://visible.seranking.com/blog/otterly-ai-review/Verified
- Pricing Pagehttps://visible.seranking.com/blog/peec-ai-review/Verified
- Official Websitehttps://visible.seranking.com/blog/profound-review/Verified
- Pricing Pagehttps://visible.seranking.com/blog/promptwatch-review/Verified
- Pricing Pagehttps://visible.seranking.com/blog/searchable-review/Verified
- Official Websitehttps://visible.seranking.com/aeo-competitor-analysis/Verified
- Official Websitehttps://visible.seranking.com/ai-brand-sentiment/Verified
- Official Websitehttps://visible.seranking.com/ai-sources/Verified
- Official Websitehttps://visible.seranking.com/blog/Verified
- Official Websitehttps://visible.seranking.com/brand-visibility-dashboard/Verified
- Articlehttps://engagemii.com/aeo/brands/visible-serankingVerified
- Articlehttps://marketing.agentik-os.com/tools/visible.seranking.comVerified
- Review Sitehttps://seranking.com/ai-visibility-tracker.htmlVerified
- Review Sitehttps://visible.seranking.com/blog/llm-visibility-for-a-new-brand/Verified
- Articlehttps://seranking.com/ai-visibility-api.htmlVerified
- Articlehttps://visible.seranking.com/blog/studies-experiments-category/Verified
- Articlehttps://seranking.com/integrations.htmlVerified
- Articlehttps://seranking.com/blog/seranking-plans-for-2026/Verified
- Articlehttps://seranking.com/mcp.htmlVerified