Turn AI answers into growth
Be found everywhere.
Visiby shows how your brand appears across AI search, what influences those answers, and where to act next.
Analyze your presence across
- ChatGPT
- Claude
- Google AI Overviews
- Google AI Mode
- Perplexity
Select an answer to inspect it.
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Built by FNA Technology
The shift
Your buyers stopped Googling.
Vendor discovery has moved into AI assistants. Discovery, comparison, shortlist — the work that used to land on your site now happens inside a model’s answer. Most companies are optimising for the last era while quietly losing ground in the next.
Discovery has moved
1 in 3
B2B buyers now start vendor research inside an AI assistant.
ChatGPT, Perplexity, and Google AI Overviews are quietly intercepting the traffic that used to land on your site. If the model doesn’t surface you, the conversation never starts.
Source: FNA buyer panel ’25
Your competitors know
62%
of enterprise marketers are already optimising for AI engines.
The well-funded brand in your category is treating Answer Engine Optimisation as a budget line. Their citations compound week over week. Yours don’t — because no one is watching.
Source: State of AEO 2026, FNA Research
You’re flying blind
Blind spot
Rank trackers and web analytics weren’t built to read AI answers.
They report positions and count clicks. They don’t sample prompts, read model answers, or show why an engine recommended a competitor instead of you.
Visiby is the tool that watches.
From discovery to decision, we track your brand across the major AI engines.
- Prompts run weekly across all customers
- 50,000+
- Tracked domains
- 200+
- Engines (3 standard, 2 add-on)
- 5
- Signal to shipped fix
- 7 days
How Visiby works
From the questions buyers ask AI to the content that gets you cited.
Visiby shows how AI engines describe your brand, which sources shape those answers, and what to publish to get recommended.
ChatGPT, Claude (add-on), Google AI, Perplexity
Step 01: Ask
Monitor the questions buyers ask AI about your brand and category.
How is Acme perceived for enterprise security?Topics
- Brand perception
- Competitor comparison
- Pricing
- Integrations
- Use cases
Asked across
- ChatGPT
- Claude (add-on)
- Google AI
- Perplexity
OutputTracked prompts
Step 02: Trace
See which websites AI engines cite when they answer.
Sources (4)
Share of citations
- TechCrunchtechcrunch.com34%
- Gartnergartner.com27%
- Forbesforbes.com21%
- Redditreddit.com18%
OutputCitation map
Step 03: Reveal
Spot where competitors get recommended and you don’t.
Visibility gap
High impactCompetitors are cited for pricing and integrations more often.
Share of voice · Pricing
- Competitor A41%
- Competitor B29%
- Acme (you)18%
Gap detected in
- ChatGPT
- Perplexity
OutputPrioritized gaps
Step 04: Act
Get content briefs built to win citations on the sources AI trusts.
Content brief
Draft for review- Topic
- Enterprise security for e-commerce
- Target sources
- TechCrunch
- Gartner
- Forbes
- Format
- Comparison guide
Optimized for
- ChatGPT
- Claude (add-on)
- Google AI
- Perplexity
OutputReady-to-ship briefs
Example data: Acme is a sample brand, not a customer.
Product
From the answer to the action.
Go beyond surface-level answers. See exactly how your brand appears, which sources shape those answers, and what to do next.
Explore the platformSample workspace
- Visiby.
- Overview
- Questions
- AI Answers
- Sources
- Opportunities
- Content
- Reports
AI Answer
ChatGPT
Acme is recognized for its strong enterprise security posture, particularly in data protection and compliance. It is often compared with Okta and Microsoft for its comprehensive security features and ease of integration.
- enterprise security
- data protection
- compliance
- integrations
Cited sources (4)
- TechCrunchtechcrunch.com
- Gartnergartner.com
- Forbesforbes.com
- Redditreddit.com
Next action
Create comparison content
Publish a comparison guide between Acme, Okta, and Microsoft focusing on security features and enterprise use cases.
Product
Ten modules, one workspace.
Go beyond surface-level answers. See where you stand, find out why, and decide what to ship. Every module reads from the same run.
Explore the platformIllustrative example
Overview · See where you stand
Your week, in one read.
- Share of voice
- 14.2%▼ 1.8 pp
- Google Search clicks
- 3,410▲ 6.2% vs prior period
- AI referral sessions
- 286Last 28 days
- Open tasks
- 12Current status
What to do nextView all actions
- P1Publish a guide to choosing payroll softwareAI prompt · Medium effort · 5 days
- P2Add FAQPage markup to /pricingTechnical · Low effort · 1 day
Recent changes
- 14 OctPerplexity stopped citing /pricing
- 14 OctNorthpeak gained 3 prompts in Setup
- 12 Oct4 new critical audit findings
Illustrative example
AI Overview · See where you stand
Who AI engines put first.
Leaderboard
| Brand | Share | Change |
|---|---|---|
| 1Northpeak | 24.6% | +1.2 pp |
| 2Your brand | 14.2% | −1.8 pp |
| 3Fieldline | 12.9% | +0.4 pp |
| 4Brightloop | 9.3% | 0.0 pp |
TrendYouLeader
Prompts on the move
- best payroll software for small teamsPerplexityNot cited → Cited
- payroll tools that integrate with XeroChatGPTMentioned → Absent
Illustrative example
Search Performance · See where you stand
Search clicks and AI visits, side by side.
- Clicks
- 3,410
- Impressions
- 118,240
- CTR
- 2.9%
- Avg. position
- 11.4
Google Search ConsoleQueries
| Query | Clicks | Position |
|---|---|---|
| payroll software uk | 612 | 4.2 |
| small business payroll | 388 | 6.8 |
| payroll vs accountant | 174 | 9.1 |
Google AnalyticsAI referrals
| Platform | Sessions | Share |
|---|---|---|
| ChatGPT | 171 | 59.8% |
| Perplexity | 82 | 28.7% |
| Claude | 33 | 11.5% |
Illustrative example
Prompts · Find out why
Every tracked prompt, engine by engine.
| Prompt | ChatGPT | Perplexity | AI Overviews |
|---|---|---|---|
| best payroll software for small teamsBuying guides | Mentioned | Cited | Absent |
| payroll tools that integrate with XeroIntegrations | Absent | Mentioned | Mentioned |
| how much does payroll software costPricing | Cited | Cited | Mentioned |
| is Northpeak worth itAlternatives | Absent | Absent | Absent |
Illustrative example
Sources · Find out why
The pages AI engines cite.
| Domain | Ownership | Change in citing answers |
|---|---|---|
| yourbrand.com | Yours | +4 |
| northpeak.io | Tracked competitor | +6 |
| g2.com | Other source | −2 |
| reddit.com | Other source | +3 |
| fieldline.com | Tracked competitor | 0 |
Illustrative example
Competitors · Find out why
The field, topic by topic.
Brand by topic mention rate
| Brand | Pricing | Setup | Tax | HR |
|---|---|---|---|---|
| Your brand | 42% | 18% | 31% | 26% |
| Northpeak | 55% | 61% | 24% | 38% |
| Fieldline | 21% | 34% | 47% | 12% |
| Brightloop | 9% | 14% | 8% | 19% |
GapsRivals named, you are not
- payroll tools that integrate with XeroNot mentioned · named: Northpeak, FieldlineChatGPTNew
- is Northpeak worth itNot mentioned · named: NorthpeakAI OverviewsPersistent
Illustrative example
Brand Perception · Find out why
What engines say about you.
Associations
- PricingTransparent pricingPositiveCompetitors associatedFieldline
- ProductEasy setupPositiveCompetitors associatedNorthpeak, Brightloop
- ProductLimited integrationsNegativeCompetitors associated—
- TrustEnterprise-readyNot observedCompetitors associatedNorthpeak, Fieldline
“Your brand is a simple, fairly priced option for small UK teams, though it connects to fewer accounting tools than Northpeak.”
Illustrative example
Actions · Decide what to ship
Ranked tasks, deliverable already drafted.
- 1How to choose payroll software for a small teamArticle draft · 1,850 words · 6 sourcesDraft
- 2Refresh /pricing with a plan comparison tablePage refresh · 12 suggested editsIn progress
- 3Pitch: what UK small businesses spend on payrollDigital PR pitch · 8 target publicationsOpen
- 4Complete G2 and Capterra listingsProfile listings · 2 profilesOpen
- 5Add Organization and FAQPage markupSchema JSON-LD · 3 pagesOpen
- 6Allow ClaudeBot in robots.txtTechnical fix · 1 rule to changeDone
Illustrative example
Site Audit · Decide what to ship
What stops engines reading your site.
Site Health
- Crawled pages
- 1,248
- Pages with critical findings
- 37
- Since previous crawl
- −5 issues
IssuesBy pages affected
- CriticalPages blocked by robots.txt22 pages
- HighMissing meta description61 pages
- MediumThin content under 250 words148 pages
AI crawler accessFrom robots.txt
- GPTBotAllowed
- ClaudeBotAllowed
- PerplexityBotAllowed
- CCBotDisallowed
Illustrative example
AI Bot Analytics · Decide what to ship
Which AI bots crawl you, and which you block.
Who’s crawling you12,530 requests
- GPTBotAI4,81238.4%
- BingbotSearch3,20725.6%
- ClaudeBotAI2,16617.3%
- BytespiderAI1,43311.4%
- PerplexityBotAI9127.3%
robots.txt audit
- GPTBot
Allow: /Allowed - ClaudeBot
Allow: /Allowed - Bytespider
No matching ruleAllowed - CCBot
Disallow: /Blocked
Visiby Growth Engine
Six agents. One direction.
Turn visibility insight into action. Six specialized agents run the work: they monitor your presence, prioritize what matters, publish and fix, then measure the result, with human approval on every piece of content.
Explore Growth Engine
Your brand grows in AI answers
Tracking Agent
Monitors brand mentions and new opportunities.
Data Agent
Analyzes sources, competitors, and trends.
Technical Agent
Finds and fixes technical visibility issues.
Content Agent
Creates briefs and campaign recommendations.
Attribution Agent
Connects visibility to business outcomes.
Strategy Agent
Prioritizes opportunities and builds your roadmap.
Built for the era your stack wasn’t.
Existing SEO platforms were architected before AI search existed. They’re great at what they do, and unequipped for what’s next. Here’s the honest read across the capabilities your AEO program needs.
See the full comparison| Capability | Visiby | Semrush | Profound | Conductor | Ahrefs |
|---|---|---|---|---|---|
| AI visibility tracking3 engines, 2 more as add-on | Yes | limited | Yes | No | No |
| SEO + rank tracking | No | Yes | No | Yes | Yes |
| Brand entity auditadjective ownership | Yes | No | Partial | No | No |
| Passage-level citation provenance | Yes | No | Partial | No | No |
| Recipe intelligenceelement heatmap | Yes | No | No | No | No |
| Priced action planeffort × impact | Yes | No | No | manual | No |
| Ready-to-ship content briefs | Yes | add-on | No | Yes | add-on |
| Autonomous weekly pipelineweekly on every plan | Yes | No | No | No | No |
| Multi-workspace reporting | Yes | enterprise | No | enterprise | No |
- Offered
- Partly offered
- Not offered
- A word in a cell says how the capability is offered.
Pricing
Plans for every stage of your AI visibility journey.
From quick insights to full-service execution, choose the plan that fits your goals.
Lite
$49/mo
Get started with the essentials.
- 25 prompts / month
- 1 seat
- 3 AI engines: ChatGPT, Perplexity and Google AI Overviews
Starter
$99/mo
For growing teams.
- 50 prompts / month
- 10 actions / month
- 1 seat
- 3 AI engines: ChatGPT, Perplexity and Google AI Overviews
Pro
$249/mo
For established brands.
- 150 prompts / month
- 30 actions / month
- 3 seats
- 3 AI engines: ChatGPT, Perplexity and Google AI Overviews
Agency
$499/mo
For agencies and multi-brand teams.
- 500 prompts / month
- 50 actions / month
- 10 seats
- 3 AI engines: ChatGPT, Perplexity and Google AI Overviews
Growth Engine
From$1,000/mo
Managed execution for real growth.
- Everything in Agency
- Six-agent execution system
- Human review and approval
- Ongoing optimization
Claude and Google AI Mode are available as an add-on, priced on request.
See what AI sees
Run your free AI visibility check.
See how your brand appears in ChatGPT with a one-off free check. Paid plans track ChatGPT, Perplexity and Google AI Overviews, with Claude and Google AI Mode as an add-on.
A one-off free check on ChatGPT. Paid plans track ChatGPT, Perplexity and Google AI Overviews, with Claude and Google AI Mode as an add-on.