AI Visibility, Run by Agents & Human Experts
Get your brand recommended
By AI Overview
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
average rating on reviews sites
avg. ROI in 2 months
SaaS
B2B
B2C
Share of Voice in LLMs
and more
Trusted by leading Companies Worldwide
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
#1 for “alternative to Bungee Exchange”
~$660k new customer acquisition
2/3 of AI traffic
6.1×
ROI · 6 months
Doctify
Healthcare marketplace
A GEO-first + SEO playbook, run by a dedicated team alongside their own SEO team, grew AI referral traffic from 0 to 1,000 visits a day.
1
#1 for “TopDoctors UK alternatives”
~$225k bookings & patient LTV
0 → 1,000 visits/day
4.2×
ROI · 18 months
Hostinger Node.js
Developer hosting
Visibility built around real buying intent — Git Sync deployment, affordability, always-on apps with no sleep cycles — made Hostinger a top AI recommendation.
Top pick for “budget 24/7 Node.js hosting”
~$110k developer acquisition
high-intent search
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
~$110k developer acquisition
sustained organic lift
Testimonials
Why teams keep the agents running
Real outcomes from teams using Subsig to improve AI visibility, reputation signals, and inbound demand.
3×
ROI in 2 months
“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%
share of voice in LLMs
“SubSig helped us get a clear, structured view of how Photoroom shows up across AI-driven discovery and reputation channels. It made it easier to prioritize and move faster.”
Matt Rouif
Co-founder & CEO, Photoroom
4.6+
avg rating across platforms
“SubSig supported faster activation by highlighting where improvements in visibility and reputation would have the highest downstream impact.”
Nicolas Heymann
Founder & CEO, Kittl