AI visibility, run by agents + human experts
Get your brand recommended by ChatGPT
The AI visibility platform for PLG software, AI, and marketplace teams. Subsig tracks how AI search represents your brand — then agents and human experts work together to get you recommended.
Creates your free account — the scan starts immediately. No credit card, no sales call.
B
“What’s the best AI website builder?”
Here are the tools most often recommended, based on reviews, community trust, and citations:
1
Competitor A
consistently cited
2
Your brand
now recommended
3
Competitor B
strong community presence
After the 60-day plan — same prompt, new answer.
87% confidence
7.3×
best measured ROI (Jumper Exchange)
2/3
of AI-driven traffic captured
#1
AI-answer placements across categories
Trusted by product-led, AI, and marketplace teams that win AI discovery — 4.6+ average rating across review platforms
Jumper Exchange
Doctify
Hostinger
WebinarGeek
Photoroom
Kittl
Building Radar
The metrics that matter in AI search
Visibility. Sentiment. Trust signals.
Answer engine optimization starts with measurement. Subsig tracks all three across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.
AI Visibility Score
64% ▾ 1.5%
Visibility
The share of AI answers that mention your brand, per model and per prompt — with your AI Visibility Rank (#2) against the brands AI actually cites.
Sentiment Score
60
60
233 Positive · 454 Neutral · 49 Negative
Sentiment
How favorably you’re described across every channel — scored from the reviews, ratings, and community discussions each AI model reads.
Active Mentions
729 ▴ 12
X 256 · GitHub 246 · Reddit 72 · Hacker News 53 · YouTube 50
Trust signals
The mentions, citations, and reviews that decide whether AI recommends you — the reputation layer analytics tools don’t touch.
One platform, four capabilities
Everything AI search optimization needs
Four jobs that usually take four subscriptions — in one connected view, where every signal feeds the same picture of your brand.
AI Visibility Tracking
See how every AI engine represents you
Your AI Visibility Score, rank, and prompt-level citations across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews — benchmarked against the competitors AI names.
Visibility Score 64% · Rank #2
Review Monitoring
Every review, one feed
G2, Capterra, Trustpilot, Product Hunt, and more — ratings, review velocity, and category rankings vs. competitors, with alerts the moment a review lands.
19,321 reviews tracked
Brand Mention Tracking
Hear every conversation about you
X, Reddit, GitHub, Hacker News, YouTube, LinkedIn, Stack Overflow — every mention scored for sentiment and reach, so shifts surface before they compound.
84,342 mentions tracked · sentiment 60
Keyword & Prompt Intelligence
Know what buyers actually ask AI
The keywords and high-intent prompts in your category, broken down by intent from awareness to comparison — and the queries where competitors get named and you don’t.
94 keyword mentions · 32.2K reach / month
The Subsig difference
Analytics tools show you the answer. Subsig agents change it.
Tracking your AI visibility is table stakes. Eleven agents do the work that moves it — research, strategy, and execution — and a human expert reviews every move that touches your brand.
High Priority
Visibility dropped 18% for “AI website builder”
Your brand is being cited less often across AI search results, but the reason is unclear.
Analyze with Root Cause Analysis
✦ Run Agent
Medium Priority
Mentions on Reddit dropped 22% this month
Your brand is showing up less often in community conversations, right where buyers compare options.
Low Priority
Competitors rank for 9 keywords you don’t
Competitors are showing up for terms your buyers are actively searching — and you’re not part of that conversation.
One click later: 87% avg confidence · 3 of 3 causes confirmed · <2 min investigation
Research & insight
They investigate
Root Cause Analysis — finds why a number moved. Prompts Discovery — finds high-intent prompts where you’re absent. Competitive Benchmark — benchmarks you against who AI actually cites.
Strategy & action
They plan
AI Visibility Roadmap, Reputation Playbook, Review & Listings Plan, Social Mentions Plan, and Keyword Strategy — sequenced moves for the trust signals that matter.
Advanced action · human-approved
They execute
Review Response drafts on-brand replies, Authority Building earns missing citations and listings, and Custom Agent SDK lets your team build on your own workflow.
Built to fit how you already work
Plugs into your stack. Alerts your team.
Subsig connects to the tools you already use, watches the sources AI reads, and tells the right people the moment something moves.
Connect your data over MCP
Subsig reads from your review platforms, analytics, and data sources over MCP — so agents work with real context, and your own AI tools can read Subsig back.
Available in 100+ languages
Track how AI represents your brand in every market you sell to — visibility, reviews, and mentions monitored across 100+ languages.
Slack alerts & notifications
A new review, mention, or visibility shift reaches your team in Slack the moment it happens — no dashboard-watching required.
Case studies
The number that matters is ROI.
Real teams, measured returns. Every case pairs a verified outcome with the AI-answer placement that drove it.
7.3× ROI · 18 months
Jumper Exchange · DeFi marketplace
GEO-optimized competitive positioning captured two-thirds of all AI-driven traffic and drove growth across every product in the swap space.
#1 for “alternative to Bungee Exchange” · ~$660k new customer acquisition
6.1× ROI · 6 months
Doctify · Healthcare marketplace
A GEO-first + SEO playbook grew AI referral traffic from 0 to 1,000 visits a day.
#1 for “TopDoctors UK alternatives” · ~$225k bookings & patient LTV
4.2× ROI · 18 months
Hostinger Node.js · Developer hosting
Visibility built around real buying intent made Hostinger a top AI recommendation for always-on Node.js hosting.
Top pick for “budget 24/7 Node.js hosting” · ~$110k developer acquisition
2.8× ROI · 18 months
WebinarGeek · SaaS webinars
Boosted social proof across the review sites AI reads, lifting reputation and buyer confidence right where buyers compare tools.
Top 3 on G2 · #42 on OMR · ~$75k customer acquisition
See where you stand — free
Free AI Visibility Report
Know exactly where you stand before you spend a dollar.
The free scan produces your AI Visibility Report — the same view our agents work from. No sales call required, and it’s yours either way.
Your AI Visibility Score & rank
How often ChatGPT, Claude, Gemini, and Perplexity cite your brand — and where you rank against the competitors AI names.
The prompts you’re missing
The high-intent questions buyers ask AI where your brand never appears — your invisible pipeline leak, made visible.
Your reputation signals
Ratings, review velocity, and sentiment across the communities AI reads — the trust signals it weighs most.
Prioritized recommendations
Every finding ranked by priority, with the agent that fixes it attached — the exact next move, before you pay anything.
Get my free report
In their words
Why teams keep the agents running
3×
“From an ROI perspective, improved AI and search visibility resulted in about a 3× return, supported by materially higher inbound demand.”
Leopold Neuerburg · Managing Director, Building Radar
+30%
“SubSig helped us get a clear, structured view of how Photoroom shows up across AI-driven discovery and reputation channels.”
Matt Rouif · Co-founder & CEO, Photoroom
4.6+
“SubSig supported faster activation by highlighting where improvements in visibility and reputation would have the highest downstream impact.”
Nicolas Heymann · Founder & CEO, Kittl
FAQ
AI search, answered
What is AI visibility?
AI visibility is how often — and how favorably — AI assistants like ChatGPT, Claude, Gemini, and Perplexity mention or recommend your brand when buyers ask questions in your category.
What’s the difference between a brand mention and a citation?
A brand mention is when an AI answer names your brand directly. A citation is when your website or a page about you is used as a source — even without naming you.
How does Subsig improve AI visibility, not just measure it?
Measurement is step one: visibility, sentiment, and trust signals across the review platforms, social channels, and communities AI reads. Then agents act — running review campaigns, earning missing citations and listings, and responding to reviews.
Are Subsig’s agents fully autonomous?
No — and that’s deliberate. Agents handle the research, drafting, and execution, but a human expert reviews every move that touches your brand before it goes live.
What do I get in the free AI Visibility Report?
Your AI Visibility Score and rank, the high-intent prompts where you’re missing, your reputation signals across review platforms and communities, and prioritized recommendations — each paired with the agent that fixes it.
Your competitors might already be in the answer. Check — free.
60 seconds to start. First findings in minutes. The AI Visibility Report is yours either way.