HypoText Discovery · Be Cited
Someone justWas it you?
Find out when your brand appears, who gets recommended instead, and what you can do to improve your chances of being chosen.
30-minute call · Pick a time that suits you
- Reading the question
- Querying 4 AI platforms
- Parsing the answers
- Comparing against competitors
01 · The problem
You’re flying blind.
Where it counts.
Google Analytics doesn’t attribute AI referrals reliably. SEO tools track keyword rankings, not AI citations. Social listening can’t see inside an AI answer.
So you can’t answer the questions that matter:
Nothing here answers the question, so nothing gets quoted.
Does AI cite us when customers ask about our category?
Do competitors get cited more than we do?
Is AI describing our products, prices, and terms correctly?
What would change that?
02 · How it works
Find the gap.
Close it. Repeat.
A closed loop that turns AI answers from a black box into a measurable, improvable channel.
01
Monitor
Discovery continuously queries AI platforms with the questions your customers ask and records whether and how you're cited.
02
Benchmark
The same queries run for your competitors, giving you a live share-of-voice measure.
03
Diagnose
For every gap, Discovery identifies the likely cause: missing structured data, content AI can't extract, or no direct answer to the question.
04
Fix
Structured data, semantic markup, and AI-friendly content are injected at the edge. No code changes.
05
Alert
If AI says something wrong about you, you're told which answer and which page is responsible.
03 · What you get
Every AI decision.
One dashboard.
Analytics, accuracy, competitive intelligence, and the fixes that follow — connected end to end.
AI Visibility Analytics
Citation frequency by product category and platform, AI referral traffic, and a visibility score over time
Citation Accuracy
A check of what AI says against what you actually publish
Competitive Intelligence
Share of voice against named competitors, with every query they win flagged as a citation gap
Citation Gap Reports
A prioritised list: the query, the competitor cited, and the likely cause
Content Optimisation
Auto-generated schema markup and structured content injected at the edge
Brand Accuracy Monitoring
Real-time alerts when AI misstates prices, terms, eligibility, or features
Leadership Reporting
Visibility score, share of voice, and citation growth in a shareable view
04 · See it in action
See an alert.
See a gap.
Example alert
Misrepresentation detected
Perplexity’s answer to "[Your product] pricing for small teams" cites an outdated price. Source traced to /pricing, last updated [date].
→ Recommended fix: update the page and add structured pricing data.
Example citation gap
“Best [category] for mid-sized companies”
No direct comparison answer; missing structured data
Every gap is a roadmap item. Discovery tells you the query, the competitor who won it, and the page that needs to answer it.
05 · Why marketing teams love it
The AI channel
finally has numbers.
A new KPI: weekly AI share of voice, benchmarked against named competitors.
Richer campaign analysis: see whether a campaign lifts AI citations as well as traffic.
Smarter content: write to the questions AI users actually ask, not guessed keywords.
Brand protection: catch AI misinformation before customers do.
Bonus: better for every machine reader. The structured data Discovery adds also supports rich search results, featured snippets, and voice search.
Cited is great. Converting is better.
Be Readable
HypoText Infra
Makes you readable.
Serve AI crawlers a clean, structured version of every page.
Explore InfraThe Platform
HypoText Platform
All three. One platform.
Find out. Fix it. Convert. One platform, three layers.
Back to PlatformBe Chosen
HypoText Persona
Converts the visit.
Greet AI-referred visitors with a page matched to their intent.
Explore Persona