Surfaced - AI Search Brand Visibility Tracker

Surfaced - AI Search Brand Visibility Tracker

Monitor, measure, and improve how AI chatbots and search engines mention your brand in their answers.

Brands have no visibility into how AI chatbots and search engines mention (or ignore) them in generated answers, causing unmeasured revenue loss as 33%+ of clicks shift away from traditional search results. Existing competitors are enterprise-only with opaque pricing, leaving SMBs and mid-market teams blind to their AI search presence.

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The Business

$2-4B

Market Size

$99-$499

Pricing/mo

Global

Worldwide Potential

Customer

Digital marketing managers and SEO leads at SMB and mid-market companies ($1M-$500M revenue) in e-commerce, SaaS, and D2C, plus agencies managing 10+ client brands.

Pricing

Freemium SaaS with transparent self-serve pricing. Free tier tracks 1 brand across 2 AI platforms with weekly snapshots. Paid tiers at $99/mo (Pro: 3 brands, daily monitoring, 5 competitors), $249/mo (Business: 10 brands, real-time alerts, GEO recommendations), and $499/mo (Agency: 25+ brands, white-label reports, API access).


$5.9M

Estimated Annual Revenue

1%30%

5,000 customers at $99-$499/mo

10% market capture


Competitionhigh

Revenue Potential$$

TypeSaaS

IndustryMarketing & Sales

Market Size$2-4B

Customers15,000-50,000

Pricing$99-$499/mo

Features

1
AI Platform MonitoringMVP

Automated querying of ChatGPT, Gemini, Perplexity, and Copilot with configurable brand and industry prompts, tracking mentions in real-time

2
Brand Visibility ScoreMVP

Composite score (0-100) measuring mention frequency, positioning, sentiment, and citation quality across all tracked AI platforms

3
Competitor BenchmarkingMVP

Side-by-side comparison of your brand visibility vs. up to 10 competitors across the same AI query sets

4
Prompt Library & Query BuilderMVP

Pre-built and custom prompt sets organized by industry vertical so users can track the exact questions their customers ask AI

5
Trend & Alert DashboardMVP

Time-series charts showing visibility changes over days/weeks with email and Slack alerts when scores drop or spike

6
GEO Recommendations EngineMVP

AI-powered suggestions on content changes, structured data, and citation strategies to improve brand mentions in AI answers

7
Agency Multi-Brand Management

Workspace system allowing agencies to manage multiple client brands with separate dashboards and white-label reporting

8
API & Integrations

REST API plus native integrations with Google Analytics, Search Console, Ahrefs, and SEMrush for unified reporting

9
Citation Source Tracking

Identifies which source URLs AI platforms cite when mentioning your brand, helping you understand which content drives AI visibility

10
Sentiment Analysis

NLP-based analysis of how positively or negatively AI platforms describe your brand compared to competitors

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Tech Stack

apis

OpenAI API

Querying ChatGPT responses and powering the GEO recommendations engine

Google Gemini API

Querying Gemini AI responses to track brand mentions in Google's AI ecosystem

Perplexity API

Querying Perplexity answers to track brand citations and visibility

Firecrawl

Crawling cited source URLs to analyze content that drives AI brand mentions

backend

Next.js API Routes

Server-side API layer handling authentication, query scheduling, and data aggregation

Supabase Edge Functions

Cron-triggered functions that execute AI platform queries on schedule and process results

hosting

Vercel

Edge-optimized hosting for the Next.js app with serverless function support for API routes

database

Supabase

PostgreSQL for storing query results, visibility scores, user workspaces, and time-series mention data with Row Level Security for multi-tenant isolation

frontend

5 Day Sprint UI

Pre-built component library for rapid dashboard and settings UI development

Recharts

Charting library for visibility trend lines, competitor comparisons, and score visualizations

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