Citation tracking and share of voice
Runs real prompts across supported AI engines and records brand and URL citations by engine, prompt, and week. This shows how often a brand appears in AI-generated answers relative to competitors.
Visiby
Visiby is an AI-search visibility platform for marketing teams and agencies. Track brand citations, compare competitors, and prioritize content and technical fixes.
AI-search visibility tracking for brands
Visiby is an AI-search visibility and citation-intelligence platform from FNA Technology LLP. It monitors how often supported AI engines mention, recommend, or cite a brand when buyers ask questions in its category, then compares that performance with competitors.
The platform is built around a tracking-to-action workflow: it samples prompts, shows the engines and URLs behind the answers, audits whether AI crawlers can access a site, and turns missing citations into prioritized content and structural change briefs. It is positioned for marketing teams and agencies working on answer-engine optimization (AEO) and generative-engine optimization (GEO).
AI search visibility and optimization features
Prompts and citations explorers
Explores tracked prompts, cited competitors, source URLs, and answer passages. Filters, clustering, and live answer comparisons help teams investigate individual visibility gaps.
Site audit and AI bot analytics
Checks whether AI crawlers can access site content, including potential robots.txt blocks, and identifies issues that may prevent pages from being quoted. AI bot analytics shows visits, crawl frequency, and prioritized pages.
Weekly fix briefs and action plans
Converts missing citations and audit findings into prioritized work items. Briefs can specify the affected page, content or structural fix, evidence, estimated impact, effort, and a ready-to-ship deliverable.
Competitor and recipe intelligence
Compares citation share across brands and topics, then drills into the prompts and passages behind competitor performance. The platform also identifies structural patterns in cited content, such as FAQs, tables, and lists.
Brand entity and sentiment analysis
Tracks the language associated with a brand across engines, including adjective ownership, and provides reframe plays intended to influence how the brand is described.
Practical ways to use Visiby
Measure AI-search presence
Establish a baseline for how often a brand is mentioned or cited when prospective buyers ask category questions, and monitor changes by engine and week instead of relying solely on website traffic or traditional rankings.
Investigate competitor gaps
Find prompts where a competitor appears instead of the target brand, inspect the cited URL and passage, and use the comparison to define a focused content response.
Improve site citability
Review crawl access, robots.txt-related issues, thin pages, missing schema, and other audit findings that can affect whether AI engines can extract site content. Assign the resulting fixes through the action plan.
Prioritize AEO and GEO work
Give content teams a ranked queue of page updates, rewrites, schema changes, comparison pages, research, or community and outreach work, with evidence and effort-versus-impact context.
Run agency reporting
Manage client visibility programs from separate workspaces and produce branded reports using the Agency plan's white-label, API, and SSO/SAML capabilities.
Pros and Cons
Pros
- Measures AI citations, mentions, and recommendations rather than relying only on conventional keyword rankings.
- Connects visibility measurement with competitor evidence, site accessibility checks, and prioritized action briefs.
- Provides prompt- and passage-level detail for investigating why a competitor or URL was cited.
- Offers agency-oriented capabilities on the Agency plan, including white-label reports, workspaces, API access, and SSO/SAML.
Cons
- Engine coverage varies by plan: ChatGPT, Perplexity, and Google AI Overviews are included on all plans, while Claude, custom regions, and custom engines are listed for Agency.
- Prompt, action-item, seat, brand, and workspace limits vary by plan, so larger monitoring programs may require a higher tier.
- The supplied product information does not establish coverage for every AI search platform or provide detailed setup and reporting limitations.
FAQ
Which AI search engines does Visiby track?
Visiby tracks ChatGPT, Perplexity, and Google AI Overviews on all plans. The Agency plan also includes Claude, custom regions, and custom engines.
How do I get started with Visiby?
Enter a domain to generate an initial visibility report. The product site states that the first report is generated within 60 seconds and does not require a credit card. Paid plans then provide autonomous tracking and fix briefs on a weekly or daily schedule, depending on the plan.
What does a Visiby report include?
Visiby reports citation rate, AI share of voice, cited brands and URLs, competitor gaps, and recommended content or structural changes. Its action plans can include page updates, passage rewrites, schema changes, and new content briefs.
Does Visiby support agencies and multiple clients?
Yes. The Agency plan supports multiple workspaces, white-label client reports, SSO/SAML, and API access. The pricing page lists 10 user seats and 10 workspaces for this plan.
How is Visiby different from a traditional SEO tool?
Visiby is designed for AI-search visibility and citation tracking rather than conventional search-engine rank tracking. It measures whether AI-generated answers mention or cite a brand and which competitors and URLs appear instead.
Quick Facts
- Category
- AI-search visibility and citation intelligence
- Primary users
- Marketing teams and agencies
- Supported on all plans
- ChatGPT, Perplexity, and Google AI Overviews
- Core workflow
- Prompt tracking → citation analysis → prioritized fix briefs
- Initial report
- First visibility report stated to be available within 60 seconds; no credit card required
- Provider
- FNA Technology LLP
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