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Same AI for everyone. Knowledge only you own.

Get ahead of your competitors.Your knowledge is the advantage they can’t copy.

Crowdstake turns your website, documents, competitor intelligence, and market signals into a living, cited Knowledge Lake — benchmarked against your ideal buyers, audited for gaps, and ready for the AI tools and agents you use.

§ WHY NOW

Why your knowledge wins now

AI is reshaping business growth.

This already stopped being an enterprise story

Small-business AI use jumped from 40% to 58% in a single year — and 91% of SMBs using it say it boosted revenue.

sources · U.S. Chamber of Commerce · SBA Office of Advocacy · Salesforce

Your competitors aren't planning this. They're already doing it.

Discovery has moved to AI.

Your customers changed how they find you

45% of consumers now find local businesses through AI — up from just 6% a year ago, ahead of Yelp and TripAdvisor.

sources · BrightLocal, Local Consumer Review Survey 2026

Fewer visitors, higher intent — if the answer names you.

Ranking is not recommendation.

Ranking isn't the same as being recommended

88% of AI citations don't come from the organic top 10, and 37% of cited domains don't rank at all. Brands cited in AI Overviews earn 35% more clicks.

sources · Moz · Zhang et al. (arXiv) · Seer Interactive

Assistants cite what they can understand about your business. That's a structure problem — and it's fixable.

The fastest trusted answer wins.

The fastest answer wins, and the lane is open

Companies take 42 hours on average to answer a lead — but replying within five minutes makes you 100× more likely to reach them.

sources · Harvard Business Review · Drift · InsideSales / Oldroyd

Instant, accurate, 24/7 — backed by your playbooks and pricing, not a generic bot.

Same models. Better context outperform.

Crowdstake turns your website, documents, market intelligence, and expertise into a living, cited Knowledge Lake — so your business is found, recommended, and represented accurately, and every agent you deploy acts from the same trusted context.

Win AI search. Power every agent. From one Knowledge Lake.

§ ARCHITECTURE / DATA FLOW

Inside your Knowledge Lake:
Crowdstake’s Intelligence Stack.

Your Knowledge Lake is more than a retrieval index. Crowdstake’s six-layer Intelligence Stack synthesizes, distills, audits, and calibrates what your business knows — then activates it across AI search, copilots, workflows, and every agent connected through MCP.

Sources / ingest
Website
— 142 pages · re-indexed daily
Documents
— decks · PDFs · internal docs
CRM
— deals · notes · win/loss
Chat & Conversations
— calls · tickets · chat logs
Code
— repos · APIs · changelogs
Index / project
§ Crowdstake/v 2.1
The Intelligence Stack
— six layers on top of a retrieval index.
layers · /projectlive · 6 of 6 built
Strategypositioning & messaging plays from the gaps
GTM playbookDRAFTED
Scoring & Calibrationpersona benchmarks calibrated against research
0–100CALIBRATED
Auditevery claim stress-tested · gaps surfaced
1,240 checksGRADED
AI Societyup to 1K ICP personas · benchmark & projection per page
up to 1K personasPROJECTED
Distillationtask-shaped memory — a compact brief per surface
8 briefsCOMPILED
Synthesisentities · clusters · communities · thesis
structuredMODELED
L0
Retrieval indexpages · chunks · embeddings · tags
4,180 chunksCOMMODITY RAG
last sync · 14:32 UTCindexing
Surfaces / agents
AI search visibility
— ChatGPT · Perplexity · Gemini · Claude
Per-page benchmark
— Persona-graded by your ICP
Sales rep copilot
— Slack · Salesforce · Gong
Visitor chatbot
— Embedded site widget
CSM enablement
— In-product help · docs chat
Competitor intelligence
— Live battle cards
Brand monitoring
— LLM citation tracking
Your next AI agent
— Whatever you build · one MCP away

Sources / ingest

Website

— 142 pages · re-indexed daily

Documents

— decks · PDFs · internal docs

CRM

— deals · notes · win/loss

Chat & Conversations

— calls · tickets · chat logs

Code

— repos · APIs · changelogs

§ Crowdstake / v 2.1
The Intelligence Stack
— six layers on top of a retrieval index.
layers · /projectlive · 6 of 6 built

Strategy

positioning & messaging plays from the gaps

GTM playbook

● DRAFTED

Scoring & Calibration

persona benchmarks calibrated against research

0–100

● CALIBRATED

Audit

every claim stress-tested · gaps surfaced

1,240 checks

● GRADED

AI Society

up to 1K ICP personas · benchmark & projection per page

up to 1K personas

● PROJECTED

Distillation

task-shaped memory — a compact brief per surface

8 briefs

● COMPILED

Synthesis

entities · clusters · communities · thesis

structured

● MODELED

L0Retrieval index

pages · chunks · embeddings · tags

4,180 chunks

COMMODITY RAG

Surfaces / agents

AI search visibility

— ChatGPT · Perplexity · Gemini · Claude

Per-page benchmark

— Persona-graded by your ICP

Sales rep copilot

— Slack · Salesforce · Gong

Visitor chatbot

— Embedded site widget

CSM enablement

— In-product help · docs chat

Competitor intelligence

— Live battle cards

Brand monitoring

— LLM citation tracking

Your next AI agent

— Whatever you build · one MCP away

fig. 3 — intelligence stack / projection map05 sources06 layers08 surfaces1 MCP endpoint

§ PICK YOUR TRACK

Start with the outcome you need.

Begin with AI search or activate the agents that matter now.

WIN AI SEARCH

Become the answer AI recommends.

Continuous benchmark of every page against SEO, GEO, and AEO. Personas built from your ICP grade whether your site accomplishes what it claims.

  • Citation tracking across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews
  • Per-page report card with copy-paste-ready rewrites and missing FAQ entries
  • Site-update MCP optionally ships approved fixes through your Webflow / Vercel / Shopify
/pricing — AEO score42 / 100
Missing FAQ entries14 detected
100-buyer mission grade31% accomplish
After Crowdstake fixes+47 AEO points

Put your knowledge to work with the agents you need.

Your Knowledge Lake exposed as a single MCP server. Sales copilot, internal assistant, support bot — one source of truth, no plumbing.

  • Connect any agent with a server URL + token — open-source client (recipes + skills) coming soon
  • Auto-fresh: re-indexed daily, on every site change, or via webhook
  • Agent-aware permissions, audit logs, and per-agent personas
MCP server (URL + token)live
Connected agents5 active
Latency p50 / p9582ms / 240ms
Source freshness3h ago

§ USE CASES

A doorway for every team.

A 100-FTE company has 5–10 teams who each want one slice of Crowdstake. Pick the loudest pain. Expand later.

§ A

Marketing & growth leaders

B2B SaaS, professional services

→ aeo
§ 13

Multi-location & franchise

Brand-level Knowledge Lake, per-location overrides

→ both
§ 01

Sales rep AI copilot

VP Sales / RevOps

→ agent
§ 02

CSM enablement & self-service

VP CS / support leaders

→ agent
§ 03

Product marketing audit

Live competitor + positioning

→ both
§ D

Agencies (white-label)

Productize AEO at margin

→ both
§ 17

Pre-fundraise audit

Founders / CEOs Series A–B

→ aeo
§ B

Heads of AI / engineering

MCP-first, OSS-friendly

→ agent

See all 24 use cases

§ PRICING

Start free. Pay by usage.

Each tier includes a monthly credit grant and a free reindex budget equal to your page cap. Spend credits on extra reindexes and on the entity-ontology pipeline.
Unlimited projects on every tier — credits are pooled across all of them.

Free

$0

For exploring — useful out of the gate, never expires.

  • 10 pages per website
  • 20 credits per month
  • 1 seat
  • Add-on credits not available

Pro

$100/mo

For teams running real audits and shipping fixes.

  • Up to 100 indexed pages
  • 200 credits per month
  • 1 seat
  • Add-on credit packs available

Business

$500/mo

For mid-market and multi-site teams.

  • Up to 1,000 indexed pages
  • 2000 credits per month
  • 5 seats
  • Add-on credit packs available

Enterprise

Custom

Unlimited pages and credits, dedicated MCP integrations, SOC 2, SSO, SLA.

  • Unlimited indexed pages
  • Unlimited credits
  • Unlimited seats
  • Add-on credit packs available

Add-on credits: $30 / 50, $50 / 100, $100 / 250. Available on Pro and above. Talk to Enterprise →

Get started in minutes.

Create a free account, add your website and competitors, and build a queryable Knowledge Lake — graded against personas built from your ideal customers. 20 free credits included.

Your MCP server is live. The open-source client is coming soon.

Connect any AI agent to your Knowledge Lake today with a server URL and token. The open-source client — recipes, skills, the Knowledge Lake schema, and a sample eval harness — ships MIT-licensed on GitHub soon: npm install @crowdstake/mcp — bring your own LLM, your own infra, your own agents.

Open-source client · coming soon →