Be the brand AI recommends. Prove it.
Huginnova tracks how ChatGPT, Perplexity, Gemini and Google's AI answers talk about your brand and competitors, tells you what to change, and measures the lift from every change, with error bars on every number.
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AI visibility
62%
95% CI 55–68%
+14.2 pts · significant
Share of voice
27%
of brand mentions
Cited as source
19%
answers link to you
Who AI recommends
Tracking the AI engines your buyers use
- ChatGPT
- Perplexity
- Gemini
- AI Overviews
- AI Mode
- Claude
The problem with AI visibility numbers
Ask the same question twice, get two different answers
AI assistants don't return a fixed ranking. Most trackers ask once and report the result as fact, so their charts move with noise. We sample every prompt repeatedly and show the range, so you only react to real change.
3 samples
per prompt, per engine, every run
95% intervals
on visibility, citations and more
Significance tests
on every period-over-period change
Every answer kept
so any number can be audited
Prompt asked to ChatGPT
“best CRM for a 20-person startup”
Run 1
1. Pipewise
2. Your brand
3. Clarity CRM
Mentioned in 1 of 1 answer
100% 95% range 21–100%
One run says you're “always” recommended. Run it again and it might say “never”. The true range is anywhere from 21% to 100%.
How it works
From what AI says, to what you do, to what it changed
One loop, built for teams that have to show results.
01Measure
See how often each AI engine recommends you
Every prompt, on every engine, several times, in the market and language you choose. Visibility, share of voice, position and sentiment, each with its 95% confidence interval.
Learn more02Understand
Learn which sources shape the answer
Find the websites AI engines cite for your category, which competitors they favour, and the exact sentences they use about you. Click any number down to the original answer.
Learn more- g2.com38% of answers · mentions you in 12%
- reddit.com31% of answers · mentions you in 44%
- techradar.com22% of answers · mentions you in 9%
- yourbrand.com19% of answers · your site
03Act
Get a prioritized, evidence-backed plan
Content to create, sources to get featured on, crawler blocks to fix and narratives to correct, ranked by impact and backed by the answers that justify them.
Learn more- Content
Win “best CRM for a 20-person startup”
Pipewise 71% vs you 18%
- Off-site
Get featured on g2.com
cited in 38% of answers, rarely with you
- Technical
Unblock PerplexityBot in robots.txt
it can't read your pages today
04Prove
Measure the lift from every change
Mark an action as done and we compare the 28 days before and after on the prompts it targeted, with a significance test. Real results, not anecdotes.
Learn morePlatform
Everything you need to win AI search
AI visibility tracking
Mention rate per engine, prompt and market, with error bars.
Learn moreCompetitor benchmarking
Share of voice and who wins each prompt, excluding branded prompts.
Learn moreCitation intelligence
The domains and pages AI cites, and which ones skip you.
Learn moreSentiment & narrative
How AI describes you, sentence by sentence.
Learn moreAction plan
Content, off-site, technical and reputation actions.
Learn moreImpact measurement
Before/after lift with a two-proportion significance test.
Learn moreAI crawler audit
robots.txt rules for GPTBot, PerplexityBot, ClaudeBot and more.
Learn moreWhite-label reports
Live client links and PDFs under your agency's brand.
Learn moreGEO writer
Drafts built from the pages AI cites instead of yours.
Learn moreAI traffic & crawlers
Visits from ChatGPT & co. and the AI bots reading your pages.
Learn moreReputation & alerts
Outdated claims and significant drops, by email, Slack or webhook.
Learn morePower BI, Looker & API
Your AI visibility in the client reports you already send.
Learn moreFor agencies
Sell GEO with reports your clients believe
Your clients are asking whether they show up in ChatGPT. Give them a live, branded answer, and show the measured impact of your work every month.
White-label client reports
A private live link per client with your logo and colors, plus PDF export. Our brand never appears.
One workspace for every client
Unlimited team members with admin and member roles. No per-seat fees, ever.
Impact you can invoice
Before/after measurement on every action turns a GEO retainer into a results story.
Summit Digital · white-label
AI visibility report · Northwind Outdoor
AI visibility
58%
+11.4 pts · significant
Work completed
6 actions
4 with measured lift
- Buying guide published+18 pts
- Listed on 2 review sites+9 pts
- PerplexityBot unblocked+6 pts
Illustrative example.
Why Huginnova
Built like a measurement tool, not a slot machine
What you get compared with the typical AI visibility tracker.
| Huginnova | Typical tracker | |
|---|---|---|
| Runs per prompt and engine | 3 every run | Often 1 |
| Confidence interval on every metric | ||
| Changes and alerts only when statistically significant | ||
| Before/after impact of each action | ||
| Click any number down to the original answer | Varies | |
| GEO writer grounded in the pages AI actually cites | Varies | |
| AI referral traffic and AI crawler analytics | Included | Often an add-on |
| Query fan-out, shopping cards and ads inside answers | Varies | |
| AI analyst that answers from your own data | Varies | |
| Power BI, Looker Studio and Google Sheets connectors | Every plan | Often enterprise-only |
| REST API (OpenAPI), MCP server, webhooks and CSV | Every plan | Often enterprise-only |
| Free Chrome extension for any AI answer and any site | Varies | |
| Public, documented statistical methodology | Varies | |
| White-label client reports | From $299/mo | Often enterprise-only |
Based on publicly documented features across the category. Read our methodology.
Pricing
Simple plans. Every metric included.
All major AI engines, confidence intervals, the action plan and impact measurement on every plan. Unlimited team members.
Starter
For a single brand
$99/month
Billed monthly
- brand
- 1
- brand
- prompts
- 100
- prompts
- drafts/mo
- 10
- drafts/mo
- Every feature: sentiment, reputation, Shopping, AI traffic, site audit…
- MCP server for Claude, ChatGPT and Cursor
- Unlimited team members
Agency
For agencies and multi-brand teams
$299/month
Billed monthly
- brands
- 10
- brands
- prompts
- 400
- prompts
- drafts/mo
- 40
- drafts/mo
- Everything in Starter
- White-label client reports and links
- REST API, Looker Studio and BI connectors
Agency Scale
For larger agencies
$799/month
Billed monthly
- brands
- 30
- brands
- prompts
- 1,000
- prompts
- drafts/mo
- 120
- drafts/mo
- Everything in Agency
- Priority support
- Onboarding call for your team
Every plan tracks ChatGPT, Perplexity, Gemini, AI Overviews and AI Mode with a full weekly measurement. Add-ons: daily tracking from $39/month, Claude from $59/month, +50 prompts for $45/month.
14-day free trial on every plan. Card required, cancel anytime before the trial ends and you won't be charged.
FAQ
Questions, answered
Can't find what you need? Our methodology documents exactly how every number is produced.
Which AI engines do you track?+
ChatGPT, Perplexity, Gemini, Google AI Overviews and Google AI Mode on every plan, plus Claude as an add-on. Answers are collected with web search on, in the country and language you choose for each brand.
Why do you run each prompt several times?+
Because the same question gets different answers from one run to the next. A single run is an anecdote; repeated samples give you a range you can trust, and tell you when a change is real rather than noise.
What does a confidence interval mean here?+
If we report 62% (95% CI 55–68%), the brand was mentioned in 62% of the sampled answers, and the true rate is very likely between 55% and 68%. More samples make the range narrower.
Can I share reports with my clients?+
Yes. On the Agency plans every client gets a private, always-up-to-date report link with your logo and colors, plus PDF export. Our brand doesn't appear on it.
How does the free trial work?+
Every plan includes a 14-day free trial. A card is required to start; cancel any time before the trial ends from Billing and you won't be charged.
Do you charge per team member?+
No. Invite your whole team on every plan. Admins manage billing and workspace settings; members work on clients and brands.
Find out what AI says about you
Set up your first brand in five minutes and get real answers from every major AI engine the same day.