Visibility Index
44/100
In the AI's answer on 8 of 18 buyer questions.
Are you present in the AI answers your buyers read?
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AI visibility for organic growth — get your brand recommended and cited in AI answers.
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MeasuringChatGPTGoogle AI OverviewGeminiClaudeadd-on
1 · Metrics
Metrics that show exactly where you stand in AI answers
Measured from real AI answers — who gets named, how warmly, from which sources. Re-measured automatically every 24 hours.
Who AI-cites you — by engine
15
Google AIO7 ×
Gemini5 ×
ChatGPT3 ×
Claude ✦add-on
Plain counts of how many times each AI named you.
Share of Voice
22%
You 22%Rival 1 31%Rival 2 18%Others 29%
Of all brand mentions, how many are yours instead of your rivals'.
Funnel Citation
62/100 · #2 of 6
Learning70%
Shortlisting55%
Comparing67%
Validating33%
Switching50%
How much of the buying journey your AI citations cover — 🎯 marks a stage a rival owns.
Positive Reads
78/100
😊 Positive 7😐 Neutral 1🙁 Negative 1
How positively the answers describe you, where you appear.
Position
#2
Rival 1#1
You#2
Rival 2#3
When AIs cite your category, how early you get named.
Crawlability
58/100
This example site blocks 2 of 4 AI crawlers.
Can the AI crawlers read your own website?
Illustrative example — your own board fills in from your first scan.
2 · Take action
Automated draft replies to the threads that get you AI-cited
Ranked by what moves your AI citations. Value-first, honestly disclosed, safety-checked — you approve, you post, we track what happened.
r/sales · AI-cited thread
Looking for alternative to Apollo for outbound
“Full disclosure — I built [your brand]. Deliverability usually tanks when the sending domain…”
🛡️ Safe to postin your voice
r/smallbusiness · competitor AI-cited, you absent
What CRM do you actually use day-to-day?
“I work at [your brand], so grain of salt — but the honest answer for a 3-person team is…”
🛡️ Safe to postin your voice
Quora · feeds 3 AI answers
Is [competitor] worth it for a small agency?
“Disclosure: founder of [your brand]. Worth it depends on one thing nobody mentions…”
🛡️ Safe to postin your voice
r/startups · strict self-promo rules
How do you get your first 100 users without ads?
“What worked for us (I run [your brand]): answering the exact questions buyers already ask…”
🛡️ Caution — read the room firstin your voice
X · high-intent conversation
“Considering switching from [competitor] — talk me out of it”
“Biased (I made [your brand]) — but don't switch for features. Switch if these two things hurt…”
🛡️ Safe to postin your voice
proprietary technology
The AI recommendation engine NDLZ‑1™
by Needlz Labs
Our targeting intelligence reads the AI answers your buyers actually get — who gets cited, and from which sources — to rank the conversations most likely to feed tomorrow's answers. Then it measures what moved, scan by scan.
Predicts
the threads AI will cite next
Drafts
your reply — voice-matched, safety-checked
Proves
the visibility lift, measured
The only platform with agency-grade AI analytics and automated drafts — built for SaaS marketing teams and founders, and the agencies who serve them.
How your business becomes AI's recommendation
1
Free AI diagnostic
See if AI already recommends you — in minutes.
2
Benchmark vs competitors
Who AI names instead of you — and why.
3
Get recommended
Drafted replies and actions that earn your spot in the answers.
4
Reports that prove it
Your visibility ranking — and what worked.
Ready to be recommended by AI?
Run the free diagnostic — see where your brand stands in minutes.
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