Visibility score
44/100
One score out of 100: how often AI answers name you, your share of voice, how they describe you and how many AIs name you.
Are you present in the AI answers your buyers read?
Get recommended by AI.
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
55/100 · #2 of 6
Awareness70%
Consideration55%
Conversion50%
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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