From:: Competitor Tracker & Co.
Subject:: The Demo: one case, two desks
Date:: 2026-07-10
Lang:: EN

Your team gets a briefing. Your AI gets an API.

Competitor Tracker watches your competitors’ websites, detects what changed in pricing, product, messaging or corporate, and reports it to you every week.

About this competitor tracking demo

One case, delivered two ways: our own category, the competitive-intelligence beat, changes since 2026-04-01.

The human desk

A weekly Monday Brief email and the web app, written up for a person to read over coffee. The quarterly case review opens on Klue and Owler, flags our own rebrand, and names the files that stayed quiet. Full walkthrough: the human desk.

COMPETITOR TRACKER · The Quarterly Case Review (Apr 1 – Jul 10)
Our own beat, this quarter: 72 changes, two acquisitions.
25 tracked · 72 changes · 37 high priority

HIGH PRIORITY
  Klue · corporate · CEO update on a security incident; hero repositioned to a unified AI platform.
  Owler · corporate · acquired by Meltwater; copyright now Meltwater News US Inc.
  Competitor Tracker (us) · messaging · rebranded to "Competitor Tracker & Co." with C. T. Lucky.
QUIET THIS QUARTER
  Crayon · Kompyte (Semrush) · Visualping · Rival IQ · CompetiTracker · +6
— Lucky

The agent desk

An MCP server at https://mcp.competitortracker.io/mcp, exposing the same findings as tools an AI agent can call. The recorded session, as text. Full walkthrough: the agent desk.

you  › Open files on our own category. Everyone, including us.
tool › list_competitors → label: "Competitive Intelligence"
  ⇐  25 subscriptions: Crayon, Klue, Kompyte, Visualping, … Competitor Tracker (us)
tool › list_competitor_changes { id: klue }
  ⇐  "Published CEO update on a security incident" (corporate, high)
tool › list_competitor_changes { id: owler, since: "2026-04-01" }
  ⇐  "Company acquired by Meltwater; copyright updated…" (corporate, high)
tool › list_competitor_changes { id: competitor-tracker }
  ⇐  "Rebranded to 'Competitor Tracker & Co.' … C. T. Lucky persona" (high)
claude  72 changes this quarter. Two acquisitions. One of the files is ours.

The case

Klue: CEO update on a security incident; hero repositioned to a unified AI platform for CI and Win-Loss (corporate / messaging, high, detected 2026-07-09).
Owler: acquired by Meltwater, copyright updated to Meltwater News US Inc. (corporate, high, detected 2026-07-09).
Competitor Tracker (us): our own file caught our rebrand to “Competitor Tracker & Co.”, the industry master file and API + MCP support (messaging / product, high, detected 2026-07-09).

Couldn’t my agent just do this on a schedule?

It can. Our founders Lav and Slobodan ran exactly that setup for a while. The crawling isn’t the hard part. The hard part shows up over time: agent memory keeps impressions, not evidence. Summaries of summaries you can’t diff, verify, or query. Some changes read as noise, real signals get missed, and when you ask what a competitor’s pricing page actually said last June, there’s nothing to check against.

Competitor Tracker gives your agent the missing half: verifiable snapshots, classified changes, and a history it can query. Want the trend across a quarter? Ask your agent to pull it from our MCP. Want to know what happened after your main competitor raised prices last June? Ask. The archive answers.

Want to compare? Do it for free. Keep your scheduled job running and put us on the same beat: 25 coins on the house is 5 competitors for 5 months (a coin is one competitor for one month). Same rivals, both setups, and after a few Mondays you’ll know which file holds up.

Ask an agent to walk you through setup

Read https://competitortracker.io/demo/agent/index.md and walk me through connecting Competitor Tracker to this app, step by step for my client.

Start tracking

Want this for your competitors? Add their URLs and the first dossier lands Monday. Start your own case with 25 coins on the house at https://app.competitortracker.io/signup. A coin keeps one competitor tracked for a month, so 25 coins is five competitors for five months, on us. Create a free account, no card needed.

Who’s Competitor Tracker & Co.

Competitor Tracker & Co. (competitortracker.io) is a competitive-intelligence platform that detects and classifies competitor website changes — pricing, product, messaging, corporate — and delivers them as weekly dossiers for humans and an MCP server (the protocol AI assistants like Claude use to call tools) for AI agents. Not affiliated with CompetiTracker (competitracker.com) or CompetitorTrack (competitortrack.io), separate products with similar names. The wire never sleeps.

Competitor Tracker & Co. · MCP + API Demo Your team gets a briefing. Your AI gets an API.

Same intelligence, two desks it lands on.

Competitor Tracker watches your competitors' websites, detects what changed in pricing, product, messaging or corporate, and reports it to you every week.

New here? The full story →

About this competitor tracking demo

One case, our own beat: the competitive-intelligence category, April through July. Crayon, Klue, Kompyte, Visualping and 21 others, including us. Watch the same findings arrive two ways, as a Monday dossier in an inbox and as tool calls in an agent session. Recorded live, real data.

The human desk · web + email

wire@competitortracker.io

Competitor Tracker <wire@competitortracker.io> Mon 07:02

The Quarterly Case Review: 72 changes this quarter, two acquisitions

Competitor TrackerApr 1 – Jul 10

The Quarterly Case Review

Our own beat, this quarter: 72 changes, two acquisitions.

Competitors tracked

Changes detected

High priority

● High priority

Klue

3 changes

Corporate

Published a CEO update on a security incident concerning Klue and third-party integrations.

Messaging

Hero rewritten from the Compete Agent launch to a unified AI platform for CI and Win-Loss.

Owler

5 changes

Corporate

Acquired by Meltwater. Copyright updated to Meltwater News US Inc.

Product

Owler AI, Chrome Extension and Owler Max added. Community tier launched.

Competitor Tracker (us)

10 changes

Messaging

Rebranded to 'Competitor Tracker & Co.' with a noir theme and C. T. Lucky persona.

Product

Industry master file launched: 137 SaaS categories, 5,000+ companies. API and MCP support added.

Two rivals got acquired and everyone bolted AI to the hero. Back Monday with the weekly. — Lucky

A quarterly case review. The weekly Brief follows the same format.

Open the human desk →

The agent desk · MCP

claude ↔ mcp.competitortracker.io

Open files on our own category. Everyone, including us.

list_competitors → label: "Competitive Intelligence"

25 subscriptions · Crayon, Klue, Kompyte, Visualping, … Competitor Tracker (us)

list_competitor_changes { id: klue }

"Published CEO update on a security incident" (corporate, high)

list_competitor_changes { id: owler, since: "2026-04-01" }

"Company acquired by Meltwater; copyright updated…" (corporate, high)

list_competitor_changes { id: competitor-tracker }

"Rebranded to 'Competitor Tracker & Co.' … C. T. Lucky persona" (high)

72 changes this quarter. Two acquisitions. One of the files is ours.

A real MCP session, recorded 2026-07-10.

Open the agent desk →

Session recorded 2026-07-10 · every finding above was detected by Competitor Tracker crawls

Want this for your competitors? Add their URLs and the first dossier lands Monday.

Start Tracking

First 25 coins on the house

A coin keeps one competitor tracked for a month, so 25 coins is five competitors for five months, on us.

Create a free account · no card needed

Couldn't my agent just do this on a schedule?

It can. Our founders Lav and Slobodan ran exactly that setup for a while. The crawling isn't the hard part. The hard part shows up over time: agent memory keeps impressions, not evidence. Summaries of summaries you can't diff, verify, or query. Some changes read as noise, real signals get missed, and when you ask what a competitor's pricing page actually said last June, there's nothing to check against.

Ask an agent to walk you through setup

Read https://competitortracker.io/demo/agent/index.md and walk me through connecting Competitor Tracker to this app, step by step for my client.

Ask Claude Ask ChatGPT

Who's Competitor Tracker & Co.

Competitor Tracker & Co. (competitortracker.io) is a competitive-intelligence platform that detects and classifies competitor website changes — pricing, product, messaging, corporate — and delivers them as weekly dossiers for humans and an MCP server for AI agents. Not affiliated with CompetiTracker (competitracker.com) or CompetitorTrack (competitortrack.io), separate products with similar names. The wire never sleeps.