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BRIGHT DATA × SELF-HEALING AI

Automate Your Entire Web Agency & SEO Pipeline While You Just Vibe.

BuiltspecificallyforfreelancewebsitebuildersandSEOanalystswhowanttoclose$3k–$10kclientretainerswithoutthemanualgruntwork.PoweredbyBrightDataScraperStudio’sunblockableresidentialproxyfleetandourautonomousSelf-HealingScrapingEnginethatauto-repairsDOMmutationsonthefly,AgencyOSdiscovershigh-intentbusinesses,auditstechnicalSEObottlenecks,andgeneratesinstantv0,Bolt.new,andLovablepromptswhileyoujustvibe.
THE PROBLEM

Every Agency Wastes Hours on Research That Should Take Seconds

Before pitching a single client, your team manually searches directories, opens websites, audits SEO, researches the business, studies the market, figures out what to offer, and then writes a proposal — for every single lead. AgencyOS eliminates that entire chain.

Without AgencyOS

  • Manually search IndiaMART, Yelp, Google one by one
  • Open each business website and inspect it yourself
  • Audit SEO manually using separate tools
  • Research the business, market, and customer profile
  • Guess what digital service to pitch
  • Write a cold outreach message from scratch
  • Track leads in a spreadsheet

With AgencyOS

  • Leads discovered automatically from multiple sources
  • Website crawled and audited by AI instantly
  • Full SEO report generated with specific findings
  • Business, market, and customer context built by agents
  • Service recommendation generated from evidence
  • Personalized outreach drafted automatically
  • Lead pipeline managed with priority scoring
THE COMPLETE PIPELINE

The Complete Pipeline

Continuous autonomous execution across all 7 pipeline stages

01DISCOVERY

Lead Discovery

AI finds businesses from IndiaMART, Yelp, Google Maps, and Avvo automatically

ACTIVE NODEPIPELINE →
02NORMALIZE

Normalization

Every source unified into one clean business profile with a single schema

ACTIVE NODEPIPELINE →
03SEO AUDIT

Website Audit

Full SEO and technical crawl with page-level findings and opportunity gaps

ACTIVE NODEPIPELINE →
04INTELLIGENCE

Business Intelligence

Market, customer, competitor and service context built by specialized agents

ACTIVE NODEPIPELINE →
05OPPORTUNITY

Opportunity Detection

Evidence-backed gaps mapped to specific digital service opportunities

ACTIVE NODEPIPELINE →
06GENERATION

Prompt Generation

Implementation-ready website spec generated automatically for any AI builder

ACTIVE NODEPIPELINE →
07OUTREACH

Outreach & CRM

Personalized pitch drafted and lead tracked through the full pipeline

ACTIVE NODEPIPELINE →
01DISCOVERY

Lead Discovery

AI finds businesses from IndiaMART, Yelp, Google Maps, and Avvo automatically

ACTIVE NODEPIPELINE →
02NORMALIZE

Normalization

Every source unified into one clean business profile with a single schema

ACTIVE NODEPIPELINE →
03SEO AUDIT

Website Audit

Full SEO and technical crawl with page-level findings and opportunity gaps

ACTIVE NODEPIPELINE →
04INTELLIGENCE

Business Intelligence

Market, customer, competitor and service context built by specialized agents

ACTIVE NODEPIPELINE →
05OPPORTUNITY

Opportunity Detection

Evidence-backed gaps mapped to specific digital service opportunities

ACTIVE NODEPIPELINE →
06GENERATION

Prompt Generation

Implementation-ready website spec generated automatically for any AI builder

ACTIVE NODEPIPELINE →
07OUTREACH

Outreach & CRM

Personalized pitch drafted and lead tracked through the full pipeline

ACTIVE NODEPIPELINE →
STAGE 04Modular Architecture

Nine Modules. Infinite Coverage.

9 Core Subsystems
Rust · WebSockets

Nebula Stream Engine

ACTIVE STACKINTEGRATED →
Vision AI · Tree Matching

DOM Genome Mapper

ACTIVE STACKINTEGRATED →
AI Agents · TypeScript

AgentFlow Orchestrator

ACTIVE STACKINTEGRATED →
Bright Data · TLS Mesh

Orbit Proxy Constellation

ACTIVE STACKINTEGRATED →
Vector Search · Embeddings

Prism Schema Engine

ACTIVE STACKINTEGRATED →
Gemini Vision · OCR

Spectra Vision Inspector

ACTIVE STACKINTEGRATED →
Dynamic EBPF · Go

FlowState Rate Balancer

ACTIVE STACKINTEGRATED →
ClickHouse · Vector Logs

Volt Anomaly Radar

ACTIVE STACKINTEGRATED →
Next.js 16 · Tailwind

Synthetic Landing Studio

ACTIVE STACKINTEGRATED →
Rust · WebSockets

Nebula Stream Engine

ACTIVE STACKINTEGRATED →
Vision AI · Tree Matching

DOM Genome Mapper

ACTIVE STACKINTEGRATED →
AI Agents · TypeScript

AgentFlow Orchestrator

ACTIVE STACKINTEGRATED →
Bright Data · TLS Mesh

Orbit Proxy Constellation

ACTIVE STACKINTEGRATED →
Vector Search · Embeddings

Prism Schema Engine

ACTIVE STACKINTEGRATED →
Gemini Vision · OCR

Spectra Vision Inspector

ACTIVE STACKINTEGRATED →
Dynamic EBPF · Go

FlowState Rate Balancer

ACTIVE STACKINTEGRATED →
ClickHouse · Vector Logs

Volt Anomaly Radar

ACTIVE STACKINTEGRATED →
Next.js 16 · Tailwind

Synthetic Landing Studio

ACTIVE STACKINTEGRATED →

"The web is where your next opportunity is hiding."

Unstructured signals published across maps, reviews, directories, and social platforms.

INTELLIGENCE LAYER SYNTHESIZES UNSTRUCTURED WEB SIGNALS

Business Listing
Website Status
Review Sentiment
Competitor Gap
Social Signals
Location Data
Product Offering
Pricing Signals
⚡ BRIGHT DATA SCRAPER STUDIO
🧠 GEMINI STRUCTURED INTELLIGENCE LAYER
THE PIPELINE

Meet the Agents Behind the Automation

Scrape-Verse is not one AI — it is a pipeline of specialized agents, each with a defined role, working in sequence to convert a raw business listing into a complete, evidence-backed sales opportunity.

Agent 01DISCOVERY

Lead Finder Agent

The entry point. Finds the prospects.

Scrapes and discovers business listings from IndiaMART, Yelp, Google Maps, Avvo, and other directories. Extracts structured lead data — company name, location, category, website URL, contact details — and passes it downstream. It doesn't need to understand the business deeply. It just needs to find it.

Produces →Structured business lead with source metadata
●ACTIVE PIPELINE NODE
READY →
Agent 02NORMALIZATION

Lead Normalizer

One schema to rule them all.

IndiaMART gives you company_name and gstin. Yelp gives you rating and reviews_count. Avvo gives you avvo_rating and practice_areas. The Lead Normalizer maps every source schema into a single unified business profile so all downstream agents work the same way regardless of where the lead came from.

Produces →Unified lead object: business_name, industry, location, website, contact, source
●ACTIVE PIPELINE NODE
READY →
Agent 03WEBSITE INTELLIGENCE

Website & SEO Analysis Agent

The digital audit engine.

Crawls the business website and runs a full technical and content audit. Finds the real problems — not just a score. Reports exactly what is broken, what is missing, and what is costing the business visibility and leads.

Sub-agents:
→
Crawl Agent — checks crawlability, indexability, redirects, robots, sitemap
→
On-Page SEO Agent — audits titles, meta descriptions, H1 tags, heading structure
→
Content Agent — identifies thin content, missing service pages, content gaps
→
Local SEO Agent — checks local search signals and location-specific opportunities
→
Performance Agent — flags performance-related findings affecting SEO
Produces →SEO report: score, specific page-level problems, missing pages, content gaps
●ACTIVE PIPELINE NODE
READY →
Agent 04BUSINESS INTELLIGENCE

Business Analysis Agent

The research team. All in one agent.

Understands the business from the outside in — who they are, who their customers are, what the market looks like, who their competitors are, and what they actually sell. This is the layer that turns a website audit into a business opportunity.

Sub-agents:
→
Business Profile Agent — identifies industry, business model, services, positioning, scale
→
Market Analysis Agent — maps local market conditions, digital demand, search behavior
→
Customer Analysis Agent — profiles customer segments, pain points, needs, decision factors
→
Competitor Analysis Agent — identifies competitors, their digital presence, positioning gaps
→
Service Analysis Agent — maps business services against website visibility
Produces →Full business context: profile, market, customers, competitors, services
●ACTIVE PIPELINE NODE
READY →
Agent 05OPPORTUNITY DETECTION

Opportunity Engine

Where research becomes revenue.

Takes the SEO findings and business context and asks one question: What problem exists here, and what opportunity does it represent? Every output includes a problem, the evidence behind it, the customer need it affects, and the digital service that addresses it. No hallucinations. No generic advice. Evidence-backed opportunities only.

Sub-agents:
→
Business Problem Agent — identifies problems from website and business evidence
→
Opportunity Agent — maps problems to digital service opportunities
→
Business Scoring Agent — scores each lead across 5 dimensions and assigns priority
Produces →Opportunity brief: problem + evidence + customer need + recommended service + priority score
●ACTIVE PIPELINE NODE
READY →
Agent 06IMPLEMENTATION

Prompt Generation Agent

The bridge between research and execution.

Takes everything the system knows about the business and generates a complete, implementation-ready website specification. Not a summary of the SEO report. Not a generic template. A structured prompt that tells an AI website builder exactly what to build, who it's for, what pages to create, what content to include, and what SEO rules to follow — built from verified business data only.

Compatible with: Lovable · v0 · Bolt · Firebase Studio · Claude Code · Cursor · OpenCode
Produces →Website implementation prompt: architecture, pages, content, SEO, UX, conversion flow
●ACTIVE PIPELINE NODE
READY →
Agent 07OUTREACH

Outreach & Lead Management Agent

From opportunity to conversation.

Uses the business context and opportunity brief to generate a personalized, evidence-backed outreach message. Not a cold template — a pitch built from what the agent actually found. Then tracks every lead through the pipeline: contacted, interested, proposal sent, meeting booked, won or lost.

Produces →Personalized outreach draft + lead status tracking + follow-up queue
●ACTIVE PIPELINE NODE
READY →
STAGE 01Lead Discovery

Tell us who you're looking for.

Target high-intent prospects across maps and business registries with custom enterprise filters.

DISCOVERY FILTER SPECSBright Data Studio
Restaurants
Chennai
No website
4+ ★
100+
Bright Data Studio
STAGE 02Parallel Web Research

Every prospect tells a different story.

Four independent collectors evaluate website presence, customer reviews, competitor density, and social engagement concurrently.

PROSPECT IDENTIFIED
Urban Brew Café · Chennai, India
CONCURRENT COLLECTOR EXECUTION
Website QualitySCRAPING
Page SpeedN/A (No Site)
Mobile ResponsiveN/A
HTTPS SecurityN/A
Presence Score38 / 100
Customer ReviewsSCRAPING
Rating4.7
Review Count280
Customer SentimentVery Positive
Growth TrendHigh Intent
Competitor IntelSCRAPING
Direct Rivals5 Identified
Rival Avg Rating4.1
With Active Site5 / 5
Competitive GapHigh
Social FootprintSCRAPING
Instagram@urbanbrewchennai
Followers4,120
Engagement Rate5.8%
Posting FrequencyActive
UNIFIED BUSINESS INTELLIGENCE PROFILE
Lead Score: 92/100 · Opportunity: High Priority
STAGE 03Self-Healing Engine

The web changes. Your scraper shouldn't stop.

When target sites change their DOM layout or CSS selectors, Scrape-Verse detects structural failure and automatically generates new extraction rules.

Automated DOM Repair Workflow

1. Change Detection
Monitors DOM tree variations and selector matches.
2. Deconstruction
Isolates broken extraction paths from raw payload.
3. LLM Re-Analysis
Gemini re-evaluates page layout to locate fields.
4. Validation & Recovery
Executes test extraction and updates rule schema.
READY
Click "Run Self-Healing Sequence" to test layout break…
STAGE 03bSelf-Healing CI Pipeline

Continuous Scraping. Zero Downtime.

Automated test runner catches website schema changes during CI runs, triggers LLM repair agents, and resumes pipeline operations automatically.

scrape-verse-ci-runner.yml
Branch: main
Collector A — Maps Discovery
PASSED
Collector B — Sentiment Intel
PASSED
Collector C — Competitor Crawler
DOM CHANGED
Collector D — Social Indexer
PASSED
STAGE 04Structured Data Intelligence

From raw web noise to structured JSON payload.

Scrape-Verse parses unpredictable HTML payloads into validated, type-safe JSON objects ready for Gemini AI analysis.

RAW UNSTRUCTURED HTMLUNPREDICTABLE
<div class="biz-card-984">
  <h2 class="title_v2">Urban Brew Café</h2>
  <span class="loc-pin">Chennai, Tamil Nadu</span>
  <div class="rev-box">4.7 stars (280 reviews)</div>
  <p class="status-no-web">No official site found</p>
</div>
GEMINI AI PARSER
STRUCTURED JSON OBJECTTYPE-SAFE
{
  "businessName": "Urban Brew Café",
  "location": "Chennai, India",
  "rating": 4.7,
  "reviews": 280,
  "hasWebsite": false,
  "digitalPresenceScore": 38,
  "leadScore": 92,
  "opportunity": "HIGH"
}
STAGE 05Sales Automation Agents

From intelligence to automated sales action.

Scrape-Verse doesn't just collect data. Dedicated AI agents generate tailored landing pages, personalized emails, and voice scripts.

SELECT AI SALES AGENT
Landing Page Agent
Automated Micro-site Builder
Email Outreach Agent
Hyper-Personalized Sales Copywriter
Voice Script Agent
AI Phone Pitch Generator
GENERATED ARTIFACT PREVIEW
READY FOR OUTREACH

Tailored Mobile Micro-Site

// Target: Urban Brew Café
Headline: "Fresh Coffee & Online Ordering for Urban Brew Café" Features: Mobile Menu · Instant WhatsApp Booking · Google Maps Route Integration
Agent Status: Active
PRIORITIZATION

Not All Leads Are Equal. We Score Every One.

Every lead is automatically scored across five dimensions so your team works the highest-value opportunities first.

Business Fit80%
Digital Need75%
Opportunity Value90%
Evidence Confidence85%
Serviceability90%
PRIORITY: HIGH

Scores are evidence-based — derived from what the agents actually found, not assumptions.

STAGE 06Real-time Platform Metrics

Proven Performance By The Numbers.

High-throughput web scraping backed by self-repairing machine vision models and global proxy networks.

0%

Self-Healing Accuracy

XPath structural recovery rate without human intervention

0M+

Records Indexed Daily

Parallel streaming crawlers with Bright Data proxy mesh

0ms

Global Edge Latency

Ultra-low latency extraction cache distributed across 42 regions

MONITORED PROSPECT WATCHLIST24 ACTIVE MONITORS
Urban Brew Café(Chennai, India)
Target: not-detected
Live Watch Active
Apex Dental Care(Chennai, India)
Target: not-detected
Live Watch Active
Scraper Operations Studio

Built on Bright Data Scraper Studio.

Monitor active web collectors, inspect self-healing logs, and track real-time record extraction volume.

ACTIVE COLLECTOR FLEET24 COLLECTORS ONLINE
Google Maps DiscoveryHEALTHY
184,200
records processed today
11:38:02Extracted 64 new business listings
Directory DiscoveryHEALTHY
94,200
records processed today
11:38:05Rate limit handled cleanly
Competitor IntelligenceHEALING
42,100
records processed today
11:38:12Self-healing in progress…
Review SentimentHEALTHY
112,800
records processed today
11:37:58Sentiment scoring complete
Social FootprintHEALTHY
78,400
records processed today
11:38:01Instagram & LinkedIn indexed
Prospect MonitoringRUNNING
24,800
records processed today
11:38:15New domain detected: urbanbrewchennai.com
REAL-TIME SELF-HEALING ENGINE STREAM
Target: competitor-intelligence
11:38:01Collector: competitor-intelligence — 142 records extracted
11:38:04Target DOM layout changed — selector mismatch
11:38:05Extraction return empty — triggering repair workflow
11:38:05SELF-HEALING AGENT ACTIVATED
11:38:07Analyzing DOM tree structure…
11:38:09Synthesizing new extraction rules via LLM…
11:38:11Testing validation payload…
11:38:13Extraction path verified — schema intact
11:38:14Collector restored — 145 records extracted

Built With Enterprise Technology

The complete suite of scraping engines, AI frameworks, and developer tools powering Scrape-Verse.

Google Maps
Next.js
DuckDuckGo
Google Meet
CRM Integration
Tech Ecosystem
Scraper Engine
Data Pipeline
SEO Analyzer
Lead Crawler
Cloud Infra
Intelligence Node
Google Maps
Next.js
DuckDuckGo
Google Meet
CRM Integration
Tech Ecosystem
Scraper Engine
Data Pipeline
SEO Analyzer
Lead Crawler
Cloud Infra
Intelligence Node
Google Maps
Next.js
DuckDuckGo
Google Meet
CRM Integration
Tech Ecosystem
Scraper Engine
Data Pipeline
SEO Analyzer
Lead Crawler
Cloud Infra
Intelligence Node
— The Agency Advantage
Everyagencyisleavingmoneyonthetable.Notbecausetheylackskill—butbecausefindingtherightlead,understandingtheproblem,andknowingwhattopitchtakeshourstheydon’thave.AgencyOSgivesyourteamanunfairadvantage.Automated.Evidence-backed.End-to-end.

Automated Lead Discovery

Finds businesses from IndiaMART, Yelp, Google Maps, and Avvo — no manual directory browsing required.

Full-Stack SEO Audit

Crawls websites and surfaces real problems — missing pages, broken titles, thin content, local SEO gaps — instantly.

Evidence-Backed Opportunities

Maps business intelligence to specific digital service opportunities. No guesswork — every recommendation comes with proof.

Implementation-Ready Output

Generates a complete website specification ready to paste into Lovable, v0, Claude Code, Cursor, or Bolt.

LET'S BUILD
BUILT FOR HACKATHON 2026

We don't stop at finding leads.
We tell you what they need, what to sell, and what to build.

AgencyOS is the AI-powered lead-to-opportunity engine for web and SEO agencies. Discover leads, audit sites, detect opportunities, generate specs, and close deals — automatically.